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Kim SK, Shousha R, Yang SM, Hu Q, Hahn SH, Jalalvand A, Park JK, Logan NC, Nelson AO, Na YS, Nazikian R, Wilcox R, Hong R, Rhodes T, Paz-Soldan C, Jeon YM, Kim MW, Ko WH, Lee JH, Battey A, Yu G, Bortolon A, Snipes J, Kolemen E. Highest fusion performance without harmful edge energy bursts in tokamak. Nat Commun 2024; 15:3990. [PMID: 38734685 PMCID: PMC11088687 DOI: 10.1038/s41467-024-48415-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 04/29/2024] [Indexed: 05/13/2024] Open
Abstract
The path of tokamak fusion and International thermonuclear experimental reactor (ITER) is maintaining high-performance plasma to produce sufficient fusion power. This effort is hindered by the transient energy burst arising from the instabilities at the boundary of plasmas. Conventional 3D magnetic perturbations used to suppress these instabilities often degrade fusion performance and increase the risk of other instabilities. This study presents an innovative 3D field optimization approach that leverages machine learning and real-time adaptability to overcome these challenges. Implemented in the DIII-D and KSTAR tokamaks, this method has consistently achieved reactor-relevant core confinement and the highest fusion performance without triggering damaging bursts. This is enabled by advances in the physics understanding of self-organized transport in the plasma edge and machine learning techniques to optimize the 3D field spectrum. The success of automated, real-time adaptive control of such complex systems paves the way for maximizing fusion efficiency in ITER and beyond while minimizing damage to device components.
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Affiliation(s)
- S K Kim
- Princeton Plasma Physics Laboratory, Princeton, NJ, USA
| | - R Shousha
- Princeton Plasma Physics Laboratory, Princeton, NJ, USA
| | - S M Yang
- Princeton Plasma Physics Laboratory, Princeton, NJ, USA
| | - Q Hu
- Princeton Plasma Physics Laboratory, Princeton, NJ, USA
| | - S H Hahn
- Korea Institute of Fusion Energy, Daejeon, South Korea
| | | | - J-K Park
- Seoul National University, Seoul, South Korea
| | - N C Logan
- Columbia University, New York, NY, USA
| | | | - Y-S Na
- Seoul National University, Seoul, South Korea
| | | | - R Wilcox
- Oak Ridge National Laboratory, Oak Ridge, TN, USA
| | - R Hong
- University of California Los Angeles, Los Angeles, CA, USA
| | - T Rhodes
- University of California Los Angeles, Los Angeles, CA, USA
| | | | - Y M Jeon
- Korea Institute of Fusion Energy, Daejeon, South Korea
| | - M W Kim
- Korea Institute of Fusion Energy, Daejeon, South Korea
| | - W H Ko
- Korea Institute of Fusion Energy, Daejeon, South Korea
| | - J H Lee
- Korea Institute of Fusion Energy, Daejeon, South Korea
| | - A Battey
- Columbia University, New York, NY, USA
| | - G Yu
- University of California Davis, Davis, CA, USA
| | - A Bortolon
- Princeton Plasma Physics Laboratory, Princeton, NJ, USA
| | - J Snipes
- Princeton Plasma Physics Laboratory, Princeton, NJ, USA
| | - E Kolemen
- Princeton Plasma Physics Laboratory, Princeton, NJ, USA.
- Princeton University, Princeton, NJ, USA.
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Wisch JK, McKay NS, Boerwinkle AH, Kennedy J, Flores S, Handen BL, Christian BT, Head E, Mapstone M, Rafii MS, O'Bryant SE, Price JC, Laymon CM, Krinsky-McHale SJ, Lai F, Rosas HD, Hartley SL, Zaman S, Lott IT, Tudorascu D, Zammit M, Brickman AM, Lee JH, Bird TD, Cohen A, Chrem P, Daniels A, Chhatwal JP, Cruchaga C, Ibanez L, Jucker M, Karch CM, Day GS, Lee JH, Levin J, Llibre-Guerra J, Li Y, Lopera F, Roh JH, Ringman JM, Supnet-Bell C, van Dyck CH, Xiong C, Wang G, Morris JC, McDade E, Bateman RJ, Benzinger TLS, Gordon BA, Ances BM. Comparison of tau spread in people with Down syndrome versus autosomal-dominant Alzheimer's disease: a cross-sectional study. Lancet Neurol 2024; 23:500-510. [PMID: 38631766 DOI: 10.1016/s1474-4422(24)00084-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Revised: 02/01/2024] [Accepted: 02/21/2024] [Indexed: 04/19/2024]
Abstract
BACKGROUND In people with genetic forms of Alzheimer's disease, such as in Down syndrome and autosomal-dominant Alzheimer's disease, pathological changes specific to Alzheimer's disease (ie, accumulation of amyloid and tau) occur in the brain at a young age, when comorbidities related to ageing are not present. Studies including these cohorts could, therefore, improve our understanding of the early pathogenesis of Alzheimer's disease and be useful when designing preventive interventions targeted at disease pathology or when planning clinical trials. We compared the magnitude, spatial extent, and temporal ordering of tau spread in people with Down syndrome and autosomal-dominant Alzheimer's disease. METHODS In this cross-sectional observational study, we included participants (aged ≥25 years) from two cohort studies. First, we collected data from the Dominantly Inherited Alzheimer's Network studies (DIAN-OBS and DIAN-TU), which include carriers of autosomal-dominant Alzheimer's disease genetic mutations and non-carrier familial controls recruited in Australia, Europe, and the USA between 2008 and 2022. Second, we collected data from the Alzheimer Biomarkers Consortium-Down Syndrome study, which includes people with Down syndrome and sibling controls recruited from the UK and USA between 2015 and 2021. Controls from the two studies were combined into a single group of familial controls. All participants had completed structural MRI and tau PET (18F-flortaucipir) imaging. We applied Gaussian mixture modelling to identify regions of high tau PET burden and regions with the earliest changes in tau binding for each cohort separately. We estimated regional tau PET burden as a function of cortical amyloid burden for both cohorts. Finally, we compared the temporal pattern of tau PET burden relative to that of amyloid. FINDINGS We included 137 people with Down syndrome (mean age 38·5 years [SD 8·2], 74 [54%] male, and 63 [46%] female), 49 individuals with autosomal-dominant Alzheimer's disease (mean age 43·9 years [11·2], 22 [45%] male, and 27 [55%] female), and 85 familial controls, pooled from across both studies (mean age 41·5 years [12·1], 28 [33%] male, and 57 [67%] female), who satisfied the PET quality-control procedure for tau-PET imaging processing. 134 (98%) people with Down syndrome, 44 (90%) with autosomal-dominant Alzheimer's disease, and 77 (91%) controls also completed an amyloid PET scan within 3 years of tau PET imaging. Spatially, tau PET burden was observed most frequently in subcortical and medial temporal regions in people with Down syndrome, and within the medial temporal lobe in people with autosomal-dominant Alzheimer's disease. Across the brain, people with Down syndrome had greater concentrations of tau for a given level of amyloid compared with people with autosomal-dominant Alzheimer's disease. Temporally, increases in tau were more strongly associated with increases in amyloid for people with Down syndrome compared with autosomal-dominant Alzheimer's disease. INTERPRETATION Although the general progression of amyloid followed by tau is similar for people Down syndrome and people with autosomal-dominant Alzheimer's disease, we found subtle differences in the spatial distribution, timing, and magnitude of the tau burden between these two cohorts. These differences might have important implications; differences in the temporal pattern of tau accumulation might influence the timing of drug administration in clinical trials, whereas differences in the spatial pattern and magnitude of tau burden might affect disease progression. FUNDING None.
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Affiliation(s)
- Julie K Wisch
- Department of Neurology, Washington University in St Louis, St Louis, MO, USA.
| | - Nicole S McKay
- Department of Radiology, Washington University in St Louis, St Louis, MO, USA
| | - Anna H Boerwinkle
- McGovern Medical School, University of Texas in Houston, Houston, TX, USA
| | - James Kennedy
- Department of Neurology, Washington University in St Louis, St Louis, MO, USA
| | - Shaney Flores
- Department of Radiology, Washington University in St Louis, St Louis, MO, USA
| | - Benjamin L Handen
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA
| | - Bradley T Christian
- Department of Medical Physics and Psychiatry, University of Wisconsin-Madison, Madison, WI, USA
| | - Elizabeth Head
- Department of Pathology, Gillespie Neuroscience Research Facility, University of California, Irvine, CA, USA
| | - Mark Mapstone
- Department of Neurology, University of California Irvine School of Medicine, Irvine, CA, USA
| | - Michael S Rafii
- Alzheimer's Therapeutic Research Institute, Keck School of Medicine of USC, Los Angeles, CA, USA
| | - Sid E O'Bryant
- Institute for Translational Research Department of Pharmacology and Neuroscience, University of North Texas Health Science Center, Fort Worth, TX, USA
| | - Julie C Price
- Department of Radiology, Harvard Medical School, Massachusetts General Hospital, Charlestown, MA, USA
| | - Charles M Laymon
- Department of Radiology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Sharon J Krinsky-McHale
- Department of Psychology, New York State Institute for Basic Research in Developmental Disabilities, New York, NY, USA
| | - Florence Lai
- Department of Neurology, Harvard Medical School, Massachusetts General Hospital, Charlestown, MA, USA
| | - H Diana Rosas
- Department of Radiology, Harvard Medical School, Massachusetts General Hospital, Charlestown, MA, USA; Department of Neurology, Harvard Medical School, Massachusetts General Hospital, Charlestown, MA, USA
| | - Sigan L Hartley
- Waisman Center, University of Wisconsin-Madison, Madison, WI, USA
| | - Shahid Zaman
- Cambridge Intellectual and Developmental Disabilities Research Group, University of Cambridge, Cambridge, UK
| | - Ira T Lott
- Department of Pediatrics, University of California Irvine School of Medicine, Irvine, CA, USA
| | - Dana Tudorascu
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA
| | - Matthew Zammit
- Department of Medical Physics and Psychiatry, University of Wisconsin-Madison, Madison, WI, USA
| | - Adam M Brickman
- Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA
| | - Joseph H Lee
- Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA; Department of Epidemiology, Columbia University Irving Medical Center, New York, NY, USA
| | - Thomas D Bird
- Department of Neurology, University of Washington, Seattle, WA, USA
| | - Annie Cohen
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA
| | - Patricio Chrem
- Centro de Memoria y Envejecimiento, Buenos Aires, Argentina
| | - Alisha Daniels
- Department of Neurology, Washington University in St Louis, St Louis, MO, USA
| | - Jasmeer P Chhatwal
- Department of Neurology, Harvard Medical School, Massachusetts General Hospital, Charlestown, MA, USA
| | - Carlos Cruchaga
- Department of Psychiatry, Washington University in St Louis, St Louis, MO, USA; Hope Center for Neurological Disorders, Washington University in St Louis, St Louis, MO, USA
| | - Laura Ibanez
- Department of Psychiatry, Washington University in St Louis, St Louis, MO, USA
| | - Mathias Jucker
- Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
| | - Celeste M Karch
- Department of Neurology, Washington University in St Louis, St Louis, MO, USA; Department of Psychiatry, Washington University in St Louis, St Louis, MO, USA; German Center for Neurodegenerative Diseases, Tübingen, Germany
| | - Gregory S Day
- Department of Neurology, Mayo Clinic Florida, Jacksonville, FL, USA
| | - Jae-Hong Lee
- Department of Neurology, University of Ulsan College of Medicine, Asian Medical Center, Seoul, South Korea
| | - Johannes Levin
- Department of Neurology, LMU University Hospital, LMU Munich, Munich, Germany; German Center for Neurodegenerative Diseases, site Munich, Munich, Germany; Munich Cluster for Systems Neurology, Munich, Germany
| | - Jorge Llibre-Guerra
- Hope Center for Neurological Disorders, Washington University in St Louis, St Louis, MO, USA
| | - Yan Li
- Department of Neurology, Washington University in St Louis, St Louis, MO, USA; Department of Biostatistics, Washington University in St Louis, St Louis, MO, USA
| | - Francisco Lopera
- Grupo de Neurociencias de Antioquia, Facultad de Medicina, Universidad de Antioquia, Medellín, Colombia
| | - Jee Hoon Roh
- Departments of Physiology and Neurology, Korea University College of Medicine, Seoul, South Korea
| | - John M Ringman
- Alzheimer's Therapeutic Research Institute, Keck School of Medicine of USC, Los Angeles, CA, USA
| | | | | | - Chengjie Xiong
- Department of Biostatistics, Washington University in St Louis, St Louis, MO, USA
| | - Guoqiao Wang
- Department of Neurology, Washington University in St Louis, St Louis, MO, USA; Department of Biostatistics, Washington University in St Louis, St Louis, MO, USA
| | - John C Morris
- Department of Neurology, Washington University in St Louis, St Louis, MO, USA
| | - Eric McDade
- Department of Neurology, Washington University in St Louis, St Louis, MO, USA
| | - Randall J Bateman
- Department of Neurology, Washington University in St Louis, St Louis, MO, USA
| | | | - Brian A Gordon
- Department of Radiology, Washington University in St Louis, St Louis, MO, USA
| | - Beau M Ances
- Department of Neurology, Washington University in St Louis, St Louis, MO, USA
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Lee MO, Lee JH, Cho SH, Kim CE. Anesthesia for a Patient with Undiagnosed Myotonic Dystrophy. Niger J Clin Pract 2024; 27:541-544. [PMID: 38679780 DOI: 10.4103/njcp.njcp_553_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Accepted: 02/26/2024] [Indexed: 05/01/2024]
Abstract
ABSTRACT Myotonic dystrophy (DM) is an autosomal dominant genetic disorder characterized by progressively worsening loss of muscle mass and weakness. Anesthesiologists face challenges in managing these patients due to risks such as prolonged intubation and delayed recovery associated with anesthesia in such conditions. We report a case of a 40-year-old male patient undergoing open total gastrectomy under general anesthesia. After the surgery, we administered sugammadex to reverse neuromuscular blockade and confirmed the patient's spontaneous breathing. We then proceeded to extubate the patient. However, the patient experienced complications such as apnea, desaturation, and mental changes. The patient was re-intubated and transferred to the intensive care unit for ventilator support. He was diagnosed with DM by genetic test later. Poor preoperative assessment or undiagnosed DM in surgical patients can lead to severe complications. Thus, it is important to carefully check preoperative laboratory results, patient history, and physical findings.
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Affiliation(s)
- M O Lee
- Department of Anesthesia and Pain Medicine Samsung Changwon Hospital, Sungkyunkwan University School of Medicine, Changwon, Republic of Korea
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4
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Kim YT, Lee JH. Profilometric, esthetic, and patient-reported outcomes of the L-shape technique combined with delayed connective tissue grafting in the maxillary anterior region: A 3-year case series study. J ESTHET RESTOR DENT 2024. [PMID: 38534037 DOI: 10.1111/jerd.13229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2024] [Revised: 03/14/2024] [Accepted: 03/15/2024] [Indexed: 03/28/2024]
Abstract
OBJECTIVE To evaluate the profilometric, esthetic, and patient-reported outcomes of peri-implant tissues in the maxillary anterior esthetic zone following guided bone regeneration (GBR) using the L-shape technique combined with delayed connective tissue grafting (CTG). MATERIALS AND METHODS Profilometric and pink esthetic score (PES) measurements were performed at the time of implant surgery with GBR (T0) and at the 1- (T1), 2- (T2), and 3-year (T3) follow-up. Patient-reported outcomes were also assessed using the Oral Health Impact Profile-14 (OHIP-14) questionnaire. Statistical analysis over 3 years of follow-up assessed changes at time points (T0, T1, T2, and T3) and time periods (T0-T1, T0-T2, and T0-T3) using the Wilcoxon signed-rank test. RESULTS A total of 12 patients (57.5 ± 12.3 years) were included in this study. The mean profilometric change in peri-implant tissues over the 3-year follow-up period was 3.49 ± 1.11 mm, and the buccal contours were not significantly different between the comparison periods. The PES remained stable, while all OHIP-14 domain scores improved significantly. CONCLUSION Simultaneous implant placement and GBR using the L-shape technique combined with delayed CTG in the maxillary anterior region provides stable buccal profiles and consistent esthetics and improves patient-reported quality of life over a 3-year period. CLINICAL SIGNIFICANCE This study demonstrated that GBR using the L-shape technique combined with delayed CTG in the maxillary anterior region improved the buccal profile, esthetics, and patient-reported quality of life.
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Affiliation(s)
- Yeon-Tae Kim
- Department of Periodontology, Daejeon Dental Hospital, Institute of Wonkwang Dental Research, Wonkwang University College of Dentistry, Daejeon, South Korea
| | - Jae-Hong Lee
- Department of Periodontology, College of Dentistry and Institute of Oral Bioscience, Jeonbuk National University, Jeonju, South Korea
- Research Institute of Clinical Medicine of Jeonbuk National University, Biomedical Research Institute of Jeonbuk National University Hospital, Jeonju, South Korea
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Hayrapetyan A, Tumasyan A, Adam W, Andrejkovic JW, Bergauer T, Chatterjee S, Damanakis K, Dragicevic M, Escalante Del Valle A, Hussain PS, Jeitler M, Krammer N, Liko D, Mikulec I, Schieck J, Schöfbeck R, Schwarz D, Sonawane M, Templ S, Waltenberger W, Wulz CE, Darwish MR, Janssen T, Van Mechelen P, Bols ES, D'Hondt J, Dansana S, De Moor A, Delcourt M, El Faham H, Lowette S, Makarenko I, Müller D, Sahasransu AR, Tavernier S, Tytgat M, Van Putte S, Vannerom D, Clerbaux B, De Lentdecker G, Favart L, Hohov D, Jaramillo J, Khalilzadeh A, Lee K, Mahdavikhorrami M, Malara A, Paredes S, Pétré L, Postiau N, Thomas L, Vanden Bemden M, Vander Velde C, Vanlaer P, De Coen M, Dobur D, Hong Y, Knolle J, Lambrecht L, Mestdach G, Rendón C, Samalan A, Skovpen K, Van Den Bossche N, Wezenbeek L, Benecke A, Bruno G, Caputo C, Delaere C, Donertas IS, Giammanco A, Jaffel K, Jain S, Lemaitre V, Lidrych J, Mastrapasqua P, Mondal K, Tran TT, Wertz S, Alves GA, Coelho E, Hensel C, Menezes De Oliveira T, Moraes A, Rebello Teles P, Soeiro M, Aldá Júnior WL, Alves Gallo Pereira M, Barroso Ferreira Filho M, Brandao Malbouisson H, Carvalho W, Chinellato J, Da Costa EM, Da Silveira GG, De Jesus Damiao D, Fonseca De Souza S, Martins J, Mora Herrera C, Mota Amarilo K, Mundim L, Nogima H, Santoro A, Silva Do Amaral SM, Sznajder A, Thiel M, Vilela Pereira A, Bernardes CA, Calligaris L, Tomei TRFP, Gregores EM, Mercadante PG, Novaes SF, Orzari B, Padula SS, Aleksandrov A, Antchev G, Hadjiiska R, Iaydjiev P, Misheva M, Shopova M, Sultanov G, Dimitrov A, Ivanov T, Litov L, Pavlov B, Petkov P, Petrov A, Shumka E, Keshri S, Thakur S, Cheng T, Guo Q, Javaid T, Mittal M, Yuan L, Bauer G, Hu Z, Yi K, Chen GM, Chen HS, Chen M, Iemmi F, Jiang CH, Kapoor A, Liao H, Liu ZA, Monti F, Shahzad MA, Sharma R, Song JN, Tao J, Wang C, Wang J, Wang Z, Zhang H, Agapitos A, Ban Y, Guan Z, Levin A, Li C, Li Q, Lyu X, Mao Y, Qian SJ, Sun X, Wang D, Yang H, Zhou C, You Z, Lu N, Leggat D, Okawa H, Zhang Y, Lin Z, Lu C, Xiao M, Avila C, Barbosa Trujillo DA, Cabrera A, Florez C, Fraga J, Reyes Vega JA, Mejia Guisao J, Ramirez F, Rodriguez M, Ruiz Alvarez JD, Giljanovic D, Godinovic N, Lelas D, Sculac A, Kovac M, Sculac T, Bargassa P, Brigljevic V, Chitroda BK, Ferencek D, Mishra S, Starodumov A, Susa T, Attikis A, Christoforou K, Konstantinou S, Mousa J, Nicolaou C, Ptochos F, Razis PA, Rykaczewski H, Saka H, Stepennov A, Finger M, Finger M, Kveton A, Ayala E, Carrera Jarrin E, Abdelalim AA, Salama E, Abdullah Al-Mashad M, Mahmoud MA, Dewanjee RK, Ehataht K, Kadastik M, Lange T, Nandan S, Nielsen C, Pata J, Raidal M, Tani L, Veelken C, Kirschenmann H, Osterberg K, Voutilainen M, Bharthuar S, Brücken E, Garcia F, Havukainen J, Kallonen KTS, Kim MS, Kinnunen R, Lampén T, Lassila-Perini K, Lehti S, Lindén T, Lotti M, Martikainen L, Myllymäki M, Rantanen MM, Siikonen H, Tuominen E, Tuominiemi J, Luukka P, Petrow H, Tuuva T, Besancon M, Couderc F, Dejardin M, Denegri D, Faure JL, Ferri F, Ganjour S, Gras P, Hamel de Monchenault G, Lohezic V, Malcles J, Rander J, Rosowsky A, Sahin MÖ, Savoy-Navarro A, Simkina P, Titov M, Baldenegro Barrera C, Beaudette F, Buchot Perraguin A, Busson P, Cappati A, Charlot C, Damas F, Davignon O, De Wit A, Falmagne G, Fontana Santos Alves BA, Ghosh S, Gilbert A, Granier de Cassagnac R, Hakimi A, Harikrishnan B, Kalipoliti L, Liu G, Motta J, Nguyen M, Ochando C, Portales L, Salerno R, Sarkar U, Sauvan JB, Sirois Y, Tarabini A, Vernazza E, Zabi A, Zghiche A, Agram JL, Andrea J, Apparu D, Bloch D, Brom JM, Chabert EC, Collard C, Falke S, Goerlach U, Grimault C, Haeberle R, Le Bihan AC, Sessini MA, Van Hove P, Beauceron S, Blancon B, Boudoul G, Chanon N, Choi J, Contardo D, Depasse P, Dozen C, El Mamouni H, Fay J, Gascon S, Gouzevitch M, Greenberg C, Grenier G, Ille B, Laktineh IB, Lethuillier M, Mirabito L, Perries S, Vander Donckt M, Verdier P, Xiao J, Chokheli D, Lomidze I, Tsamalaidze Z, Botta V, Feld L, Klein K, Lipinski M, Meuser D, Pauls A, Röwert N, Teroerde M, Diekmann S, Dodonova A, Eich N, Eliseev D, Engelke F, Erdmann M, Fackeldey P, Fischer B, Hebbeker T, Hoepfner K, Ivone F, Jung A, Lee MY, Mastrolorenzo L, Merschmeyer M, Meyer A, Mukherjee S, Noll D, Novak A, Nowotny F, Pozdnyakov A, Rath Y, Redjeb W, Rehm F, Reithler H, Sarkisovi V, Schmidt A, Schuler SC, Sharma A, Stein A, Torres Da Silva De Araujo F, Vigilante L, Wiedenbeck S, Zaleski S, Dziwok C, Flügge G, Haj Ahmad W, Kress T, Nowack A, Pooth O, Stahl A, Ziemons T, Zotz A, Aarup Petersen H, Aldaya Martin M, Alimena J, Amoroso S, An Y, Baxter S, Bayatmakou M, Becerril Gonzalez H, Behnke O, Belvedere A, Bhattacharya S, Blekman F, Borras K, Brunner D, Campbell A, Cardini A, Cheng C, Colombina F, Consuegra Rodríguez S, Correia Silva G, De Silva M, Eckerlin G, Eckstein D, Estevez Banos LI, Filatov O, Gallo E, Geiser A, Giraldi A, Greau G, Guglielmi V, Guthoff M, Hinzmann A, Jafari A, Jeppe L, Jomhari NZ, Kaech B, Kasemann M, Kaveh H, Kleinwort C, Kogler R, Komm M, Krücker D, Lange W, Leyva Pernia D, Lipka K, Lohmann W, Mankel R, Melzer-Pellmann IA, Mendizabal Morentin M, Metwally J, Meyer AB, Milella G, Mussgiller A, Nürnberg A, Otarid Y, Pérez Adán D, Ranken E, Raspereza A, Ribeiro Lopes B, Rübenach J, Saggio A, Scham M, Scheurer V, Schnake S, Schütze P, Schwanenberger C, Selivanova D, Shchedrolosiev M, Sosa Ricardo RE, Sreelatha Pramod LP, Stafford D, Vazzoler F, Ventura Barroso A, Walsh R, Wang Q, Wen Y, Wichmann K, Wiens L, Wissing C, Wuchterl S, Yang Y, Zimermmane Castro Santos A, Albrecht A, Albrecht S, Antonello M, Bein S, Benato L, Bonanomi M, Connor P, Eich M, El Morabit K, Fischer Y, Fröhlich A, Garbers C, Garutti E, Grohsjean A, Hajheidari M, Haller J, Jabusch HR, Kasieczka G, Keicher P, Klanner R, Korcari W, Kramer T, Kutzner V, Labe F, Lange J, Lobanov A, Matthies C, Mehta A, Moureaux L, Mrowietz M, Nigamova A, Nissan Y, Paasch A, Pena Rodriguez KJ, Quadfasel T, Raciti B, Rieger M, Savoiu D, Schindler J, Schleper P, Schröder M, Schwandt J, Sommerhalder M, Stadie H, Steinbrück G, Tews A, Wolf M, Brommer S, Burkart M, Butz E, Chwalek T, Dierlamm A, Droll A, Faltermann N, Giffels M, Gottmann A, Hartmann F, Hofsaess R, Horzela M, Husemann U, Klute M, Koppenhöfer R, Link M, Lintuluoto A, Maier S, Mitra S, Mormile M, Müller T, Neukum M, Oh M, Quast G, Rabbertz K, Regnery B, Shadskiy N, Shvetsov I, Simonis HJ, Trevisani N, Ulrich R, van der Linden J, Von Cube RF, Wassmer M, Wieland S, Wittig F, Wolf R, Wunsch S, Zuo X, Anagnostou G, Assiouras P, Daskalakis G, Kyriakis A, Papadopoulos A, Stakia A, Karasavvas D, Kontaxakis P, Melachroinos G, Panagiotou A, Papavergou I, Paraskevas I, Saoulidou N, Theofilatos K, Tziaferi E, Vellidis K, Zisopoulos I, Bakas G, Chatzistavrou T, Karapostoli G, Kousouris K, Papakrivopoulos I, Siamarkou E, Tsipolitis G, Zacharopoulou A, Adamidis K, Bestintzanos I, Evangelou I, Foudas C, Gianneios P, Kamtsikis C, Katsoulis P, Kokkas P, Kosmoglou Kioseoglou PG, Manthos N, Papadopoulos I, Strologas J, Bartók M, Hajdu C, Horvath D, Sikler F, Veszpremi V, Csanád M, Farkas K, Gadallah MMA, Kadlecsik Á, Major P, Mandal K, Pásztor G, Rádl AJ, Veres GI, Raics P, Ujvari B, Zilizi G, Bencze G, Czellar S, Karancsi J, Molnar J, Szillasi Z, Csorgo T, Nemes F, Novak T, Babbar J, Bansal S, Beri SB, Bhatnagar V, Chaudhary G, Chauhan S, Dhingra N, Gupta R, Kaur A, Kaur A, Kaur H, Kaur M, Kumar S, Kumari P, Meena M, Sandeep K, Sheokand T, Singh JB, Singla A, Ahmed A, Bhardwaj A, Chhetri A, Choudhary BC, Kumar A, Naimuddin M, Ranjan K, Saumya S, Acharya S, Baradia S, Barman S, Bhattacharya S, Bhowmik D, Dutta S, Dutta S, Gomber B, Palit P, Saha G, Sahu B, Sarkar S, Ameen MM, Behera PK, Behera SC, Chatterjee S, Jana P, Kalbhor P, Komaragiri JR, Kumar D, Panwar L, Pradhan R, Pujahari PR, Saha NR, Sharma A, Sikdar AK, Verma S, Aziz T, Das I, Dugad S, Kumar M, Mohanty GB, Suryadevara P, Bala A, Banerjee S, Chatterjee RM, Guchait M, Karmakar S, Kumar S, Majumder G, Mazumdar K, Mukherjee S, Thachayath A, Bahinipati S, Das AK, Kar C, Maity D, Mal P, Mishra T, Muraleedharan Nair Bindhu VK, Naskar K, Nayak A, Sadangi P, Saha P, Swain SK, Varghese S, Vats D, Alpana A, Dube S, Kansal B, Laha A, Rastogi A, Sharma S, Bakhshiansohi H, Khazaie E, Zeinali M, Chenarani S, Etesami SM, Khakzad M, Mohammadi Najafabadi M, Grunewald M, Abbrescia M, Aly R, Colaleo A, Creanza D, D Anzi B, De Filippis N, De Palma M, Di Florio A, Elmetenawee W, Fiore L, Iaselli G, Maggi G, Maggi M, Margjeka I, Mastrapasqua V, My S, Nuzzo S, Pellecchia A, Pompili A, Pugliese G, Radogna R, Ramirez-Sanchez G, Ramos D, Ranieri A, Silvestris L, Simone FM, Sözbilir Ü, Stamerra A, Venditti R, Verwilligen P, Zaza A, Abbiendi G, Battilana C, Bonacorsi D, Borgonovi L, Campanini R, Capiluppi P, Castro A, Cavallo FR, Cuffiani M, Dallavalle GM, Diotalevi T, Fabbri F, Fanfani A, Fasanella D, Giacomelli P, Giommi L, Grandi C, Guiducci L, Lo Meo S, Lunerti L, Masetti G, Navarria FL, Perrotta A, Primavera F, Rossi AM, Rovelli T, Siroli GP, Costa S, Di Mattia A, Potenza R, Tricomi A, Tuve C, Barbagli G, Bardelli G, Camaiani B, Cassese A, Ceccarelli R, Ciulli V, Civinini C, D'Alessandro R, Focardi E, Latino G, Lenzi P, Lizzo M, Meschini M, Paoletti S, Papanastassiou A, Sguazzoni G, Viliani L, Benussi L, Bianco S, Meola S, Piccolo D, Chatagnon P, Ferro F, Robutti E, Tosi S, Benaglia A, Boldrini G, Brivio F, Cetorelli F, De Guio F, Dinardo ME, Dini P, Gennai S, Ghezzi A, Govoni P, Guzzi L, Lucchini MT, Malberti M, Malvezzi S, Massironi A, Menasce D, Moroni L, Paganoni M, Pedrini D, Pinolini BS, Ragazzi S, Redaelli N, Tabarelli de Fatis T, Zuolo D, Buontempo S, Cagnotta A, Carnevali F, Cavallo N, De Iorio A, Fabozzi F, Iorio AOM, Lista L, Paolucci P, Rossi B, Sciacca C, Ardino R, Azzi P, Bacchetta N, Bisello D, Bortignon P, Bragagnolo A, Carlin R, Checchia P, Dorigo T, Fanzago F, Gasparini F, Gonella F, Grosso G, Layer L, Lusiani E, Margoni M, Meneguzzo AT, Migliorini M, Pazzini J, Ronchese P, Rossin R, Simonetto F, Strong G, Tosi M, Triossi A, Ventura S, Yarar H, Zanetti M, Zotto P, Zucchetta A, Abu Zeid S, Aimè C, Braghieri A, Calzaferri S, Fiorina D, Montagna P, Re V, Riccardi C, Salvini P, Vai I, Vitulo P, Ajmal S, Asenov P, Bilei GM, Ciangottini D, Fanò L, Magherini M, Mantovani G, Mariani V, Menichelli M, Moscatelli F, Piccinelli A, Presilla M, Rossi A, Santocchia A, Spiga D, Tedeschi T, Azzurri P, Bagliesi G, Bhattacharya R, Bianchini L, Boccali T, Bossini E, Bruschini D, Castaldi R, Ciocci MA, Cipriani M, D'Amante V, Dell'Orso R, Donato S, Giassi A, Ligabue F, Matos Figueiredo D, Messineo A, Musich M, Palla F, Parolia S, Rizzi A, Rolandi G, Roy Chowdhury S, Sarkar T, Scribano A, Spagnolo P, Tenchini R, Tonelli G, Turini N, Venturi A, Verdini PG, Barria P, Campana M, Cavallari F, Cunqueiro Mendez L, Del Re D, Di Marco E, Diemoz M, Errico F, Longo E, Meridiani P, Mijuskovic J, Organtini G, Pandolfi F, Paramatti R, Quaranta C, Rahatlou S, Rovelli C, Santanastasio F, Soffi L, Tramontano R, Amapane N, Arcidiacono R, Argiro S, Arneodo M, Bartosik N, Bellan R, Bellora A, Biino C, Cartiglia N, Costa M, Covarelli R, Demaria N, Finco L, Grippo M, Kiani B, Legger F, Luongo F, Mariotti C, Maselli S, Mecca A, Migliore E, Monteno M, Mulargia R, Obertino MM, Ortona G, Pacher L, Pastrone N, Pelliccioni M, Ruspa M, Siviero F, Sola V, Solano A, Soldi D, Staiano A, Tarricone C, Tornago M, Trocino D, Umoret G, Vlasov E, Belforte S, Candelise V, Casarsa M, Cossutti F, De Leo K, Della Ricca G, Dogra S, Hong J, Huh C, Kim B, Kim DH, Kim J, Lee H, Lee SW, Moon CS, Oh YD, Pak SI, Ryu MS, Sekmen S, Yang YC, Bak G, Gwak P, Kim H, Moon DH, Asilar E, Kim D, Kim TJ, Merlin JA, Park J, Choi S, Han S, Hong B, Lee K, Lee KS, Lee S, Park J, Park SK, Yoo J, Goh J, Kim HS, Kim Y, Lee S, Almond J, Bhyun JH, Choi J, Jun W, Kim J, Kim JS, Ko S, Kwon H, Lee H, Lee J, Lee J, Lee S, Oh BH, Oh SB, Seo H, Yang UK, Yoon I, Jang W, Kang DY, Kang Y, Kim S, Ko B, Lee JSH, Lee Y, Park IC, Roh Y, Watson IJ, Yang S, Ha S, Yoo HD, Choi M, Kim MR, Lee H, Lee Y, Yu I, Beyrouthy T, Maghrbi Y, Dreimanis K, Gaile A, Pikurs G, Potrebko A, Seidel M, Veckalns V, Strautnieks NR, Ambrozas M, Juodagalvis A, Rinkevicius A, Tamulaitis G, Bin Norjoharuddeen N, Yusuff I, Zolkapli Z, Benitez JF, Castaneda Hernandez A, Encinas Acosta HA, Gallegos Maríñez LG, León Coello M, Murillo Quijada JA, Sehrawat A, Valencia Palomo L, Ayala G, Castilla-Valdez H, De La Cruz-Burelo E, Heredia-De La Cruz I, Lopez-Fernandez R, Mondragon Herrera CA, Sánchez Hernández A, Oropeza Barrera C, Ramírez García M, Bautista I, Pedraza I, Salazar Ibarguen HA, Uribe Estrada C, Bubanja I, Raicevic N, Butler PH, Ahmad A, Asghar MI, Awais A, Awan MIM, Hoorani HR, Khan WA, Avati V, Grzanka L, Malawski M, Bialkowska H, Bluj M, Boimska B, Górski M, Kazana M, Szleper M, Zalewski P, Bunkowski K, Doroba K, Kalinowski A, Konecki M, Krolikowski J, Muhammad A, Pozniak K, Zabolotny W, Araujo M, Bastos D, Beirão Da Cruz E Silva C, Boletti A, Bozzo M, Faccioli P, Gallinaro M, Hollar J, Leonardo N, Niknejad T, Petrilli A, Pisano M, Seixas J, Varela J, Adzic P, Milenovic P, Dordevic M, Milosevic J, Rekovic V, Aguilar-Benitez M, Alcaraz Maestre J, Barrio Luna M, Bedoya CF, Cepeda M, Cerrada M, Colino N, De La Cruz B, Delgado Peris A, Fernández Del Val D, Fernández Ramos JP, Flix J, Fouz MC, Gonzalez Lopez O, Goy Lopez S, Hernandez JM, Josa MI, León Holgado J, Moran D, Morcillo Perez CM, Navarro Tobar Á, Perez Dengra C, Pérez-Calero Yzquierdo A, Puerta Pelayo J, Redondo I, Redondo Ferrero DD, Romero L, Sánchez Navas S, Urda Gómez L, Vazquez Escobar J, Willmott C, de Trocóniz JF, Alvarez Gonzalez B, Cuevas J, Fernandez Menendez J, Folgueras S, Gonzalez Caballero I, González Fernández JR, Palencia Cortezon E, Ramón Álvarez C, Rodríguez Bouza V, Soto Rodríguez A, Trapote A, Vico Villalba C, Vischia P, Bhowmik S, Blanco Fernández S, Brochero Cifuentes JA, Cabrillo IJ, Calderon A, Duarte Campderros J, Fernandez M, Fernandez Madrazo C, Gomez G, Lasaosa García C, Martinez Rivero C, Martinez Ruiz Del Arbol P, Matorras F, Matorras Cuevas P, Navarrete Ramos E, Piedra Gomez J, Prieels C, Scodellaro L, Vila I, Vizan Garcia JM, Jayananda MK, Kailasapathy B, Sonnadara DUJ, Wickramarathna DDC, Dharmaratna WGD, Liyanage K, Perera N, Wickramage N, Abbaneo D, Amendola C, Auffray E, Auzinger G, Baechler J, Barney D, Bermúdez Martínez A, Bianco M, Bilin B, Bin Anuar AA, Bocci A, Brondolin E, Caillol C, Camporesi T, Cerminara G, Chernyavskaya N, d'Enterria D, Dabrowski A, David A, De Roeck A, Defranchis MM, Deile M, Dobson M, Fallavollita F, Forthomme L, Franzoni G, Funk W, Giani S, Gigi D, Gill K, Glege F, Gouskos L, Haranko M, Hegeman J, Innocente V, James T, Janot P, Kieseler J, Laurila S, Lecoq P, Leutgeb E, Lourenço C, Maier B, Malgeri L, Mannelli M, Marini AC, Meijers F, Mersi S, Meschi E, Milosevic V, Moortgat F, Mulders M, Orfanelli S, Pantaleo F, Peruzzi M, Petrucciani G, Pfeiffer A, Pierini M, Piparo D, Qu H, Rabady D, Reales Gutiérrez G, Rovere M, Sakulin H, Scarfi S, Selvaggi M, Sharma A, Shchelina K, Silva P, Sphicas P, Stahl Leiton AG, Steen A, Summers S, Treille D, Tropea P, Tsirou A, Walter D, Wanczyk J, Wozniak KA, Zehetner P, Zejdl P, Zeuner WD, Bevilacqua T, Caminada L, Ebrahimi A, Erdmann W, Horisberger R, Ingram Q, Kaestli HC, Kotlinski D, Lange C, Missiroli M, Noehte L, Rohe T, Aarrestad TK, Androsov K, Backhaus M, Calandri A, Cazzaniga C, Datta K, De Cosa A, Dissertori G, Dittmar M, Donegà M, Eble F, Galli M, Gedia K, Glessgen F, Grab C, Hits D, Lustermann W, Lyon AM, Manzoni RA, Marchegiani M, Marchese L, Martin Perez C, Mascellani A, Nessi-Tedaldi F, Pauss F, Perovic V, Pigazzini S, Ratti MG, Reichmann M, Reissel C, Reitenspiess T, Ristic B, Riti F, Ruini D, Sanz Becerra DA, Seidita R, Steggemann J, Valsecchi D, Wallny R, Amsler C, Bärtschi P, Botta C, Brzhechko D, Canelli MF, Cormier K, Del Burgo R, Heikkilä JK, Huwiler M, Jin W, Jofrehei A, Kilminster B, Leontsinis S, Liechti SP, Macchiolo A, Meiring P, Mikuni VM, Molinatti U, Neutelings I, Reimers A, Robmann P, Sanchez Cruz S, Schweiger K, Senger M, Takahashi Y, Adloff C, Kuo CM, Lin W, Rout PK, Tiwari PC, Yu SS, Ceard L, Chao Y, Chen KF, Chen PS, Chen ZG, Hou WS, Hsu TH, Kao YW, Khurana R, Kole G, Li YY, Lu RS, Paganis E, Psallidas A, Su XF, Thomas-Wilsker J, Wu HY, Yazgan E, Asawatangtrakuldee C, Srimanobhas N, Wachirapusitanand V, Agyel D, Boran F, Demiroglu ZS, Dolek F, Dumanoglu I, Eskut E, Guler Y, Gurpinar Guler E, Isik C, Kara O, Kayis Topaksu A, Kiminsu U, Onengut G, Ozdemir K, Polatoz A, Tali B, Tok UG, Turkcapar S, Uslan E, Zorbakir IS, Ocalan K, Yalvac M, Akgun B, Atakisi IO, Gülmez E, Kaya M, Kaya O, Tekten S, Cakir A, Cankocak K, Komurcu Y, Sen S, Aydilek O, Cerci S, Epshteyn V, Hacisahinoglu B, Hos I, Isildak B, Kaynak B, Ozkorucuklu S, Potok O, Sert H, Simsek C, Sunar Cerci D, Zorbilmez C, Boyaryntsev A, Grynyov B, Levchuk L, Anthony D, Brooke JJ, Bundock A, Bury F, Clement E, Cussans D, Flacher H, Glowacki M, Goldstein J, Heath HF, Kreczko L, Krikler B, Paramesvaran S, Seif El Nasr-Storey S, Smith VJ, Stylianou N, Walkingshaw Pass K, White R, Ball AH, Bell KW, Belyaev A, Brew C, Brown RM, Cockerill DJA, Cooke C, Ellis KV, Harder K, Harper S, Holmberg ML, Jain S, Linacre J, Manolopoulos K, Newbold DM, Olaiya E, Petyt D, Reis T, Salvi G, Schuh T, Shepherd-Themistocleous CH, Tomalin IR, Williams T, Bainbridge R, Bloch P, Brown CE, Buchmuller O, Cacchio V, Carrillo Montoya CA, Chahal GS, Colling D, Dancu JS, Dauncey P, Davies G, Davies J, Della Negra M, Fayer S, Fedi G, Hall G, Hassanshahi MH, Howard A, Iles G, Knight M, Langford J, Lyons L, Magnan AM, Malik S, Martelli A, Mieskolainen M, Nash J, Pesaresi M, Radburn-Smith BC, Richards A, Rose A, Seez C, Shukla R, Tapper A, Uchida K, Uttley GP, Vage LH, Virdee T, Vojinovic M, Wardle N, Winterbottom D, Coldham K, Cole JE, Khan A, Kyberd P, Reid ID, Abdullin S, Brinkerhoff A, Caraway B, Dittmann J, Hatakeyama K, Hiltbrand J, Kanuganti AR, McMaster B, Saunders M, Sawant S, Sutantawibul C, Toms M, Wilson J, Bartek R, Dominguez A, Huerta Escamilla C, Simsek AE, Uniyal R, Vargas Hernandez AM, Chudasama R, Cooper SI, Gleyzer SV, Perez CU, Rumerio P, Usai E, West C, Yi R, Akpinar A, Albert A, Arcaro D, Cosby C, Demiragli Z, Erice C, Fontanesi E, Gastler D, Jeon S, Rohlf J, Salyer K, Sperka D, Spitzbart D, Suarez I, Tsatsos A, Yuan S, Benelli G, Coubez X, Cutts D, Hadley M, Heintz U, Hogan JM, Kwon T, Landsberg G, Lau KT, Li D, Luo J, Mondal S, Narain M, Pervan N, Sagir S, Simpson F, Stamenkovic M, Wong WY, Yan X, Zhang W, Abbott S, Bonilla J, Brainerd C, Breedon R, Calderon De La Barca Sanchez M, Chertok M, Citron M, Conway J, Cox PT, Erbacher R, Haza G, Jensen F, Kukral O, Mocellin G, Mulhearn M, Pellett D, Wei W, Yao Y, Zhang F, Bachtis M, Cousins R, Datta A, Hauser J, Ignatenko M, Iqbal MA, Lam T, Manca E, Nash WA, Saltzberg D, Stone B, Valuev V, Clare R, Gordon M, Hanson G, Si W, Wimpenny S, Branson JG, Cittolin S, Cooperstein S, Diaz D, Duarte J, Gerosa R, Giannini L, Guiang J, Kansal R, Krutelyov V, Lee R, Letts J, Masciovecchio M, Mokhtar F, Pieri M, Quinnan M, Sathia Narayanan BV, Sharma V, Tadel M, Vourliotis E, Würthwein F, Xiang Y, Yagil A, Barzdukas A, Brennan L, Campagnari C, Collura G, Dorsett A, Incandela J, Kilpatrick M, Kim J, Li AJ, Masterson P, Mei H, Oshiro M, Richman J, Sarica U, Schmitz R, Setti F, Sheplock J, Stuart D, Wang S, Bornheim A, Cerri O, Latorre A, Lawhorn JM, Mao J, Newman HB, Nguyen TQ, Spiropulu M, Vlimant JR, Wang C, Xie S, Zhu RY, Alison J, An S, Andrews MB, Bryant P, Dutta V, Ferguson T, Harilal A, Liu C, Mudholkar T, Murthy S, Paulini M, Roberts A, Sanchez A, Terrill W, Cumalat JP, Ford WT, Hassani A, Karathanasis G, MacDonald E, Manganelli N, Marini F, Perloff A, Savard C, Schonbeck N, Stenson K, Ulmer KA, Wagner SR, Zipper N, Alexander J, Bright-Thonney S, Chen X, Cranshaw DJ, Fan J, Fan X, Gadkari D, Hogan S, Monroy J, Patterson JR, Reichert J, Reid M, Ryd A, Thom J, Wittich P, Zou R, Albrow M, Alyari M, Amram O, Apollinari G, Apresyan A, Bauerdick LAT, Berry D, Berryhill J, Bhat PC, Burkett K, Butler JN, Canepa A, Cerati GB, Cheung HWK, Chlebana F, Cummings G, Dickinson J, Dutta I, Elvira VD, Feng Y, Freeman J, Gandrakota A, Gecse Z, Gray L, Green D, Grummer A, Grünendahl S, Guerrero D, Gutsche O, Harris RM, Heller R, Herwig TC, Hirschauer J, Horyn L, Jayatilaka B, Jindariani S, Johnson M, Joshi U, Klijnsma T, Klima B, Kwok KHM, Lammel S, Lincoln D, Lipton R, Liu T, Madrid C, Maeshima K, Mantilla C, Mason D, McBride P, Merkel P, Mrenna S, Nahn S, Ngadiuba J, Noonan D, Papadimitriou V, Pastika N, Pedro K, Pena C, Ravera F, Reinsvold Hall A, Ristori L, Sexton-Kennedy E, Smith N, Soha A, Spiegel L, Stoynev S, Strait J, Taylor L, Tkaczyk S, Tran NV, Uplegger L, Vaandering EW, Zoi I, Aruta C, Avery P, Bourilkov D, Cadamuro L, Chang P, Cherepanov V, Field RD, Koenig E, Kolosova M, Konigsberg J, Korytov A, Lo KH, Matchev K, Menendez N, Mitselmakher G, Muthirakalayil Madhu A, Rawal N, Rosenzweig D, Rosenzweig S, Shi K, Wang J, Adams T, Al Kadhim A, Askew A, Bower N, Habibullah R, Hagopian V, Hashmi R, Kim RS, Kim S, Kolberg T, Martinez G, Prosper H, Prova PR, Viazlo O, Wulansatiti M, Yohay R, Zhang J, Alsufyani B, Baarmand MM, Butalla S, Elkafrawy T, Hohlmann M, Kumar Verma R, Rahmani M, Adams MR, Bennett C, Cavanaugh R, Dittmer S, Escobar Franco R, Evdokimov O, Gerber CE, Hofman DJ, Lee JH, Lemos DS, Merrit AH, Mills C, Nanda S, Oh G, Ozek B, Pilipovic D, Roy T, Rudrabhatla S, Tonjes MB, Varelas N, Wang X, Ye Z, Yoo J, Alhusseini M, Blend D, Dilsiz K, Emediato L, Karaman G, Köseyan OK, Merlo JP, Mestvirishvili A, Nachtman J, Neogi O, Ogul H, Onel Y, Penzo A, Snyder C, Tiras E, Blumenfeld B, Corcodilos L, Davis J, Gritsan AV, Kang L, Kyriacou S, Maksimovic P, Roguljic M, Roskes J, Sekhar S, Swartz M, Vámi TÁ, Abreu A, Alcerro Alcerro LF, Anguiano J, Baringer P, Bean A, Flowers Z, Grove D, King J, Krintiras G, Lazarovits M, Le Mahieu C, Lindsey C, Marquez J, Minafra N, Murray M, Nickel M, Pitt M, Popescu S, Rogan C, Royon C, Salvatico R, Sanders S, Smith C, Wang Q, Wilson G, Allmond B, Ivanov A, Kaadze K, Kalogeropoulos A, Kim D, Maravin Y, Nam K, Natoli J, Roy D, Sorrentino G, Rebassoo F, Wright D, Adams E, Baden A, Baron O, Belloni A, Bethani A, Chen YM, Eno SC, Hadley NJ, Jabeen S, Kellogg RG, Koeth T, Lai Y, Lascio S, Mignerey AC, Nabili S, Palmer C, Papageorgakis C, Paranjpe MM, Wang L, Wong K, Bendavid J, Busza W, Cali IA, Chen Y, D'Alfonso M, Eysermans J, Freer C, Gomez-Ceballos G, Goncharov M, Harris P, Hoang D, Kovalskyi D, Krupa J, Lavezzo L, Lee YJ, Long K, Mironov C, Paus C, Rankin D, Roland C, Roland G, Rothman S, Shi Z, Stephans GSF, Wang J, Wang Z, Wyslouch B, Yang TJ, Crossman B, Joshi BM, Kapsiak C, Krohn M, Mahon D, Mans J, Marzocchi B, Pandey S, Revering M, Rusack R, Saradhy R, Schroeder N, Strobbe N, Wadud MA, Cremaldi LM, Bloom K, Bryson M, Claes DR, Fangmeier C, Golf F, Hossain J, Joo C, Kravchenko I, Reed I, Siado JE, Snow GR, Tabb W, Vagnerini A, Wightman A, Yan F, Yu D, Zecchinelli AG, Agarwal G, Bandyopadhyay H, Hay L, Iashvili I, Kharchilava A, McLean C, Morris M, Nguyen D, Pekkanen J, Rappoccio S, Rejeb Sfar H, Williams A, Alverson G, Barberis E, Haddad Y, Han Y, Krishna A, Li J, Lu M, Madigan G, Morse DM, Nguyen V, Orimoto T, Parker A, Skinnari L, Tishelman-Charny A, Wang B, Wood D, Bhattacharya S, Bueghly J, Chen Z, Hahn KA, Liu Y, Miao Y, Monk DG, Schmitt MH, Taliercio A, Velasco M, Band R, Bucci R, Castells S, Cremonesi M, Das A, Goldouzian R, Hildreth M, Ho KW, Hurtado Anampa K, Jessop C, Lannon K, Lawrence J, Loukas N, Lutton L, Mariano J, Marinelli N, Mcalister I, McCauley T, Mcgrady C, Mohrman K, Moore C, Musienko Y, Nelson H, Osherson M, Ruchti R, Townsend A, Wayne M, Yockey H, Zarucki M, Zygala L, Basnet A, Bylsma B, Carrigan M, Durkin LS, Hill C, Joyce M, Lesauvage A, Nunez Ornelas M, Wei K, Winer BL, Yates BR, Addesa FM, Bouchamaoui H, Das P, Dezoort G, Elmer P, Frankenthal A, Greenberg B, Haubrich N, Higginbotham S, Kopp G, Kwan S, Lange D, Loeliger A, Marlow D, Ojalvo I, Olsen J, Stickland D, Tully C, Malik S, Bakshi AS, Barnes VE, Chandra S, Chawla R, Das S, Gu A, Gutay L, Jones M, Jung AW, Kondratyev D, Koshy AM, Liu M, Negro G, Neumeister N, Paspalaki G, Piperov S, Purohit A, Schulte JF, Stojanovic M, Thieman J, Virdi AK, Wang F, Xie W, Dolen J, Parashar N, Pathak A, Acosta D, Baty A, Carnahan T, Dildick S, Ecklund KM, Fernández Manteca PJ, Freed S, Gardner P, Geurts FJM, Kumar A, Li W, Miguel Colin O, Padley BP, Redjimi R, Rotter J, Yigitbasi E, Zhang Y, Bodek A, de Barbaro P, Demina R, Dulemba JL, Fallon C, Garcia-Bellido A, Hindrichs O, Khukhunaishvili A, Parygin P, Popova E, Taus R, Van Onsem GP, Goulianos K, Chiarito B, Chou JP, Gershtein Y, Halkiadakis E, Hart A, Heindl M, Jaroslawski D, Karacheban O, Laflotte I, Lath A, Montalvo R, Nash K, Routray H, Salur S, Schnetzer S, Somalwar S, Stone R, Thayil SA, Thomas S, Vora J, Wang H, Acharya H, Ally D, Delannoy AG, Fiorendi S, Holmes T, Karunarathna N, Lee L, Nibigira E, Spanier S, Aebi D, Ahmad M, Bouhali O, Dalchenko M, Eusebi R, Gilmore J, Huang T, Kamon T, Kim H, Luo S, Malhotra S, Mueller R, Overton D, Rathjens D, Safonov A, Akchurin N, Damgov J, Hegde V, Hussain A, Kazhykarim Y, Lamichhane K, Lee SW, Mankel A, Mengke T, Muthumuni S, Peltola T, Volobouev I, Whitbeck A, Appelt E, Greene S, Gurrola A, Johns W, Kunnawalkam Elayavalli R, Melo A, Romeo F, Sheldon P, Tuo S, Velkovska J, Viinikainen J, Cardwell B, Cox B, Hakala J, Hirosky R, Ledovskoy A, Li A, Neu C, Perez Lara CE, Karchin PE, Aravind A, Banerjee S, Black K, Bose T, Dasu S, De Bruyn I, Everaerts P, Galloni C, He H, Herndon M, Herve A, Koraka CK, Lanaro A, Loveless R, Madhusudanan Sreekala J, Mallampalli A, Mohammadi A, Mondal S, Parida G, Pinna D, Savin A, Shang V, Sharma V, Smith WH, Teague D, Tsoi HF, Vetens W, Warden A, Afanasiev S, Andreev V, Andreev Y, Aushev T, Azarkin M, Babaev A, Belyaev A, Blinov V, Boos E, Borshch V, Budkouski D, Bunichev V, Chekhovsky V, Chistov R, Danilov M, Dermenev A, Dimova T, Druzhkin D, Dubinin M, Dudko L, Gavrilov G, Gavrilov V, Gninenko S, Golovtcov V, Golubev N, Golutvin I, Gorbunov I, Gribushin A, Ivanov Y, Kachanov V, Kardapoltsev L, Karjavine V, Karneyeu A, Kim V, Kirakosyan M, Kirpichnikov D, Kirsanov M, Klyukhin V, Kodolova O, Konstantinov D, Korenkov V, Kozyrev A, Krasnikov N, Lanev A, Levchenko P, Lukina O, Lychkovskaya N, Makarenko V, Malakhov A, Matveev V, Murzin V, Nikitenko A, Obraztsov S, Oreshkin V, Palichik V, Perelygin V, Petrushanko S, Polikarpov S, Popov V, Radchenko O, Savina M, Savrin V, Shalaev V, Shmatov S, Shulha S, Skovpen Y, Slabospitskii S, Smirnov V, Snigirev A, Sosnov D, Sulimov V, Tcherniaev E, Terkulov A, Teryaev O, Tlisova I, Toropin A, Uvarov L, Uzunian A, Vorobyev A, Voytishin N, Yuldashev BS, Zarubin A, Zhizhin I, Zhokin A. Observation of WWγ Production and Search for Hγ Production in Proton-Proton Collisions at sqrt[s]=13 TeV. Phys Rev Lett 2024; 132:121901. [PMID: 38579207 DOI: 10.1103/physrevlett.132.121901] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2023] [Accepted: 01/31/2024] [Indexed: 04/07/2024]
Abstract
The observation of WWγ production in proton-proton collisions at a center-of-mass energy of 13 TeV with an integrated luminosity of 138 fb^{-1} is presented. The observed (expected) significance is 5.6 (5.1) standard deviations. Events are selected by requiring exactly two leptons (one electron and one muon) of opposite charge, moderate missing transverse momentum, and a photon. The measured fiducial cross section for WWγ is 5.9±0.8(stat)±0.8(syst)±0.7(modeling) fb, in agreement with the next-to-leading order quantum chromodynamics prediction. The analysis is extended with a search for the associated production of the Higgs boson and a photon, which is generated by a coupling of the Higgs boson to light quarks. The result is used to constrain the Higgs boson couplings to light quarks.
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Affiliation(s)
| | - A Tumasyan
- Yerevan Physics Institute, Yerevan, Armenia
| | - W Adam
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - T Bergauer
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - K Damanakis
- Institut für Hochenergiephysik, Vienna, Austria
| | | | | | - P S Hussain
- Institut für Hochenergiephysik, Vienna, Austria
| | - M Jeitler
- Institut für Hochenergiephysik, Vienna, Austria
| | - N Krammer
- Institut für Hochenergiephysik, Vienna, Austria
| | - D Liko
- Institut für Hochenergiephysik, Vienna, Austria
| | - I Mikulec
- Institut für Hochenergiephysik, Vienna, Austria
| | - J Schieck
- Institut für Hochenergiephysik, Vienna, Austria
| | - R Schöfbeck
- Institut für Hochenergiephysik, Vienna, Austria
| | - D Schwarz
- Institut für Hochenergiephysik, Vienna, Austria
| | - M Sonawane
- Institut für Hochenergiephysik, Vienna, Austria
| | - S Templ
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - C-E Wulz
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - T Janssen
- Universiteit Antwerpen, Antwerpen, Belgium
| | | | - E S Bols
- Vrije Universiteit Brussel, Brussel, Belgium
| | - J D'Hondt
- Vrije Universiteit Brussel, Brussel, Belgium
| | - S Dansana
- Vrije Universiteit Brussel, Brussel, Belgium
| | - A De Moor
- Vrije Universiteit Brussel, Brussel, Belgium
| | - M Delcourt
- Vrije Universiteit Brussel, Brussel, Belgium
| | - H El Faham
- Vrije Universiteit Brussel, Brussel, Belgium
| | - S Lowette
- Vrije Universiteit Brussel, Brussel, Belgium
| | - I Makarenko
- Vrije Universiteit Brussel, Brussel, Belgium
| | - D Müller
- Vrije Universiteit Brussel, Brussel, Belgium
| | | | - S Tavernier
- Vrije Universiteit Brussel, Brussel, Belgium
| | - M Tytgat
- Vrije Universiteit Brussel, Brussel, Belgium
| | - S Van Putte
- Vrije Universiteit Brussel, Brussel, Belgium
| | - D Vannerom
- Vrije Universiteit Brussel, Brussel, Belgium
| | - B Clerbaux
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - L Favart
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - D Hohov
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - J Jaramillo
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - K Lee
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - A Malara
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - S Paredes
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - L Pétré
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - N Postiau
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - L Thomas
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | | | - P Vanlaer
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - D Dobur
- Ghent University, Ghent, Belgium
| | - Y Hong
- Ghent University, Ghent, Belgium
| | - J Knolle
- Ghent University, Ghent, Belgium
| | | | | | - C Rendón
- Ghent University, Ghent, Belgium
| | | | | | | | | | - A Benecke
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - G Bruno
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - C Caputo
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - C Delaere
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - I S Donertas
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - A Giammanco
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - K Jaffel
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - Sa Jain
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - V Lemaitre
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - J Lidrych
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - P Mastrapasqua
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - K Mondal
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - T T Tran
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - S Wertz
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - G A Alves
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - E Coelho
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - C Hensel
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | | | - A Moraes
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - P Rebello Teles
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - M Soeiro
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - W L Aldá Júnior
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | | | - W Carvalho
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - J Chinellato
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - E M Da Costa
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - G G Da Silveira
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | - J Martins
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - C Mora Herrera
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - K Mota Amarilo
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - L Mundim
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - H Nogima
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - A Santoro
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - A Sznajder
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - M Thiel
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - A Vilela Pereira
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - C A Bernardes
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - L Calligaris
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | | | - E M Gregores
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - P G Mercadante
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - S F Novaes
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - B Orzari
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - Sandra S Padula
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - A Aleksandrov
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - G Antchev
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - R Hadjiiska
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - P Iaydjiev
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - M Misheva
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - M Shopova
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - G Sultanov
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | | | - T Ivanov
- University of Sofia, Sofia, Bulgaria
| | - L Litov
- University of Sofia, Sofia, Bulgaria
| | - B Pavlov
- University of Sofia, Sofia, Bulgaria
| | - P Petkov
- University of Sofia, Sofia, Bulgaria
| | - A Petrov
- University of Sofia, Sofia, Bulgaria
| | - E Shumka
- University of Sofia, Sofia, Bulgaria
| | - S Keshri
- Instituto De Alta Investigación, Universidad de Tarapacá, Casilla 7 D, Arica, Chile
| | - S Thakur
- Instituto De Alta Investigación, Universidad de Tarapacá, Casilla 7 D, Arica, Chile
| | - T Cheng
- Beihang University, Beijing, China
| | - Q Guo
- Beihang University, Beijing, China
| | - T Javaid
- Beihang University, Beijing, China
| | - M Mittal
- Beihang University, Beijing, China
| | - L Yuan
- Beihang University, Beijing, China
| | - G Bauer
- Department of Physics, Tsinghua University, Beijing, China
| | - Z Hu
- Department of Physics, Tsinghua University, Beijing, China
| | - K Yi
- Department of Physics, Tsinghua University, Beijing, China
| | - G M Chen
- Institute of High Energy Physics, Beijing, China
| | - H S Chen
- Institute of High Energy Physics, Beijing, China
| | - M Chen
- Institute of High Energy Physics, Beijing, China
| | - F Iemmi
- Institute of High Energy Physics, Beijing, China
| | - C H Jiang
- Institute of High Energy Physics, Beijing, China
| | - A Kapoor
- Institute of High Energy Physics, Beijing, China
| | - H Liao
- Institute of High Energy Physics, Beijing, China
| | - Z-A Liu
- Institute of High Energy Physics, Beijing, China
| | - F Monti
- Institute of High Energy Physics, Beijing, China
| | - M A Shahzad
- Institute of High Energy Physics, Beijing, China
| | - R Sharma
- Institute of High Energy Physics, Beijing, China
| | - J N Song
- Institute of High Energy Physics, Beijing, China
| | - J Tao
- Institute of High Energy Physics, Beijing, China
| | - C Wang
- Institute of High Energy Physics, Beijing, China
| | - J Wang
- Institute of High Energy Physics, Beijing, China
| | - Z Wang
- Institute of High Energy Physics, Beijing, China
| | - H Zhang
- Institute of High Energy Physics, Beijing, China
| | - A Agapitos
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Y Ban
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Z Guan
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - A Levin
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - C Li
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Q Li
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - X Lyu
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Y Mao
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - S J Qian
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - X Sun
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - D Wang
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - H Yang
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - C Zhou
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Z You
- Sun Yat-Sen University, Guangzhou, China
| | - N Lu
- University of Science and Technology of China, Hefei, China
| | - D Leggat
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE) - Fudan University, Shanghai, China
| | - H Okawa
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE) - Fudan University, Shanghai, China
| | - Y Zhang
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE) - Fudan University, Shanghai, China
| | - Z Lin
- Zhejiang University, Hangzhou, Zhejiang, China
| | - C Lu
- Zhejiang University, Hangzhou, Zhejiang, China
| | - M Xiao
- Zhejiang University, Hangzhou, Zhejiang, China
| | - C Avila
- Universidad de Los Andes, Bogota, Colombia
| | | | - A Cabrera
- Universidad de Los Andes, Bogota, Colombia
| | - C Florez
- Universidad de Los Andes, Bogota, Colombia
| | - J Fraga
- Universidad de Los Andes, Bogota, Colombia
| | | | | | - F Ramirez
- Universidad de Antioquia, Medellin, Colombia
| | - M Rodriguez
- Universidad de Antioquia, Medellin, Colombia
| | | | - D Giljanovic
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - N Godinovic
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - D Lelas
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - A Sculac
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - M Kovac
- University of Split, Faculty of Science, Split, Croatia
| | - T Sculac
- University of Split, Faculty of Science, Split, Croatia
| | - P Bargassa
- Institute Rudjer Boskovic, Zagreb, Croatia
| | | | | | - D Ferencek
- Institute Rudjer Boskovic, Zagreb, Croatia
| | - S Mishra
- Institute Rudjer Boskovic, Zagreb, Croatia
| | | | - T Susa
- Institute Rudjer Boskovic, Zagreb, Croatia
| | - A Attikis
- University of Cyprus, Nicosia, Cyprus
| | | | | | - J Mousa
- University of Cyprus, Nicosia, Cyprus
| | | | - F Ptochos
- University of Cyprus, Nicosia, Cyprus
| | - P A Razis
- University of Cyprus, Nicosia, Cyprus
| | | | - H Saka
- University of Cyprus, Nicosia, Cyprus
| | | | - M Finger
- Charles University, Prague, Czech Republic
| | - M Finger
- Charles University, Prague, Czech Republic
| | - A Kveton
- Charles University, Prague, Czech Republic
| | - E Ayala
- Escuela Politecnica Nacional, Quito, Ecuador
| | | | - A A Abdelalim
- Academy of Scientific Research and Technology of the Arab Republic of Egypt, Egyptian Network of High Energy Physics, Cairo, Egypt
| | - E Salama
- Academy of Scientific Research and Technology of the Arab Republic of Egypt, Egyptian Network of High Energy Physics, Cairo, Egypt
| | | | - M A Mahmoud
- Center for High Energy Physics (CHEP-FU), Fayoum University, El-Fayoum, Egypt
| | - R K Dewanjee
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - K Ehataht
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - M Kadastik
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - T Lange
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - S Nandan
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - C Nielsen
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - J Pata
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - M Raidal
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - L Tani
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - C Veelken
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - H Kirschenmann
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - K Osterberg
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - M Voutilainen
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - S Bharthuar
- Helsinki Institute of Physics, Helsinki, Finland
| | - E Brücken
- Helsinki Institute of Physics, Helsinki, Finland
| | - F Garcia
- Helsinki Institute of Physics, Helsinki, Finland
| | - J Havukainen
- Helsinki Institute of Physics, Helsinki, Finland
| | | | - M S Kim
- Helsinki Institute of Physics, Helsinki, Finland
| | - R Kinnunen
- Helsinki Institute of Physics, Helsinki, Finland
| | - T Lampén
- Helsinki Institute of Physics, Helsinki, Finland
| | | | - S Lehti
- Helsinki Institute of Physics, Helsinki, Finland
| | - T Lindén
- Helsinki Institute of Physics, Helsinki, Finland
| | - M Lotti
- Helsinki Institute of Physics, Helsinki, Finland
| | | | - M Myllymäki
- Helsinki Institute of Physics, Helsinki, Finland
| | - M M Rantanen
- Helsinki Institute of Physics, Helsinki, Finland
| | - H Siikonen
- Helsinki Institute of Physics, Helsinki, Finland
| | - E Tuominen
- Helsinki Institute of Physics, Helsinki, Finland
| | - J Tuominiemi
- Helsinki Institute of Physics, Helsinki, Finland
| | - P Luukka
- Lappeenranta-Lahti University of Technology, Lappeenranta, Finland
| | - H Petrow
- Lappeenranta-Lahti University of Technology, Lappeenranta, Finland
| | - T Tuuva
- Lappeenranta-Lahti University of Technology, Lappeenranta, Finland
| | - M Besancon
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - F Couderc
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - M Dejardin
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - D Denegri
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - J L Faure
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - F Ferri
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - S Ganjour
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - P Gras
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | | | - V Lohezic
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - J Malcles
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - J Rander
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - A Rosowsky
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - M Ö Sahin
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | | | - P Simkina
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - M Titov
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - C Baldenegro Barrera
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - F Beaudette
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Buchot Perraguin
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - P Busson
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Cappati
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - C Charlot
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - F Damas
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - O Davignon
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A De Wit
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - G Falmagne
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - B A Fontana Santos Alves
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - S Ghosh
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Gilbert
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - R Granier de Cassagnac
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Hakimi
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - B Harikrishnan
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - L Kalipoliti
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - G Liu
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - J Motta
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - M Nguyen
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - C Ochando
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - L Portales
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - R Salerno
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - U Sarkar
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - J B Sauvan
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - Y Sirois
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Tarabini
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - E Vernazza
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Zabi
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Zghiche
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - J-L Agram
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - J Andrea
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - D Apparu
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - D Bloch
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - J-M Brom
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - E C Chabert
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - C Collard
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - S Falke
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - U Goerlach
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - C Grimault
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - R Haeberle
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - A-C Le Bihan
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - M A Sessini
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - P Van Hove
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - S Beauceron
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - B Blancon
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - G Boudoul
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - N Chanon
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - J Choi
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - D Contardo
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - P Depasse
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - C Dozen
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - H El Mamouni
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - J Fay
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - S Gascon
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - M Gouzevitch
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - C Greenberg
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - G Grenier
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - B Ille
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - I B Laktineh
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - M Lethuillier
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - L Mirabito
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - S Perries
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - M Vander Donckt
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - P Verdier
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - J Xiao
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - D Chokheli
- Georgian Technical University, Tbilisi, Georgia
| | - I Lomidze
- Georgian Technical University, Tbilisi, Georgia
| | | | - V Botta
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - L Feld
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - K Klein
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - M Lipinski
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - D Meuser
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - A Pauls
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - N Röwert
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - M Teroerde
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - S Diekmann
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Dodonova
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - N Eich
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - D Eliseev
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Engelke
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - M Erdmann
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - P Fackeldey
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - B Fischer
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - T Hebbeker
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - K Hoepfner
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Ivone
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Jung
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - M Y Lee
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - L Mastrolorenzo
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - M Merschmeyer
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Meyer
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S Mukherjee
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - D Noll
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Novak
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Nowotny
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Pozdnyakov
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - Y Rath
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - W Redjeb
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Rehm
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - H Reithler
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - V Sarkisovi
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Schmidt
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S C Schuler
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Sharma
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Stein
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | | | - L Vigilante
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S Wiedenbeck
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S Zaleski
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - C Dziwok
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - G Flügge
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - W Haj Ahmad
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - T Kress
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - A Nowack
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - O Pooth
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - A Stahl
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - T Ziemons
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - A Zotz
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | | | | | - J Alimena
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Amoroso
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y An
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Baxter
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Bayatmakou
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - O Behnke
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Belvedere
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - F Blekman
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - K Borras
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Brunner
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Campbell
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Cardini
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - C Cheng
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - F Colombina
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | - M De Silva
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - G Eckerlin
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Eckstein
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - O Filatov
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - E Gallo
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Geiser
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Giraldi
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - G Greau
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - V Guglielmi
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Guthoff
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Hinzmann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Jafari
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - L Jeppe
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - N Z Jomhari
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - B Kaech
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Kasemann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - H Kaveh
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - C Kleinwort
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - R Kogler
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Komm
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Krücker
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - W Lange
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - K Lipka
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - W Lohmann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - R Mankel
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | - J Metwally
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A B Meyer
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - G Milella
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Mussgiller
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Nürnberg
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y Otarid
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Pérez Adán
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - E Ranken
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Raspereza
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - J Rübenach
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Saggio
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Scham
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - V Scheurer
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Schnake
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - P Schütze
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - D Selivanova
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | | | - D Stafford
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - F Vazzoler
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - R Walsh
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Q Wang
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y Wen
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - K Wichmann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - L Wiens
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - C Wissing
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Wuchterl
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y Yang
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | | | | | - S Bein
- University of Hamburg, Hamburg, Germany
| | - L Benato
- University of Hamburg, Hamburg, Germany
| | | | - P Connor
- University of Hamburg, Hamburg, Germany
| | - M Eich
- University of Hamburg, Hamburg, Germany
| | | | - Y Fischer
- University of Hamburg, Hamburg, Germany
| | | | - C Garbers
- University of Hamburg, Hamburg, Germany
| | - E Garutti
- University of Hamburg, Hamburg, Germany
| | | | | | - J Haller
- University of Hamburg, Hamburg, Germany
| | | | | | - P Keicher
- University of Hamburg, Hamburg, Germany
| | - R Klanner
- University of Hamburg, Hamburg, Germany
| | - W Korcari
- University of Hamburg, Hamburg, Germany
| | - T Kramer
- University of Hamburg, Hamburg, Germany
| | - V Kutzner
- University of Hamburg, Hamburg, Germany
| | - F Labe
- University of Hamburg, Hamburg, Germany
| | - J Lange
- University of Hamburg, Hamburg, Germany
| | - A Lobanov
- University of Hamburg, Hamburg, Germany
| | | | - A Mehta
- University of Hamburg, Hamburg, Germany
| | | | | | | | - Y Nissan
- University of Hamburg, Hamburg, Germany
| | - A Paasch
- University of Hamburg, Hamburg, Germany
| | | | | | - B Raciti
- University of Hamburg, Hamburg, Germany
| | - M Rieger
- University of Hamburg, Hamburg, Germany
| | - D Savoiu
- University of Hamburg, Hamburg, Germany
| | | | | | | | | | | | - H Stadie
- University of Hamburg, Hamburg, Germany
| | | | - A Tews
- University of Hamburg, Hamburg, Germany
| | - M Wolf
- University of Hamburg, Hamburg, Germany
| | - S Brommer
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Burkart
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - E Butz
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - T Chwalek
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Dierlamm
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Droll
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - N Faltermann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Giffels
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Gottmann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - F Hartmann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Hofsaess
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Horzela
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - U Husemann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Klute
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Koppenhöfer
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Link
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Lintuluoto
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Maier
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Mitra
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Mormile
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - Th Müller
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Neukum
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Oh
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - G Quast
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - K Rabbertz
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - B Regnery
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - N Shadskiy
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - I Shvetsov
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - H J Simonis
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - N Trevisani
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Ulrich
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | | | - R F Von Cube
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Wassmer
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Wieland
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - F Wittig
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Wolf
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Wunsch
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - X Zuo
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - G Anagnostou
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - P Assiouras
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - G Daskalakis
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - A Kyriakis
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - A Papadopoulos
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - A Stakia
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - D Karasavvas
- National and Kapodistrian University of Athens, Athens, Greece
| | - P Kontaxakis
- National and Kapodistrian University of Athens, Athens, Greece
| | - G Melachroinos
- National and Kapodistrian University of Athens, Athens, Greece
| | - A Panagiotou
- National and Kapodistrian University of Athens, Athens, Greece
| | - I Papavergou
- National and Kapodistrian University of Athens, Athens, Greece
| | - I Paraskevas
- National and Kapodistrian University of Athens, Athens, Greece
| | - N Saoulidou
- National and Kapodistrian University of Athens, Athens, Greece
| | - K Theofilatos
- National and Kapodistrian University of Athens, Athens, Greece
| | - E Tziaferi
- National and Kapodistrian University of Athens, Athens, Greece
| | - K Vellidis
- National and Kapodistrian University of Athens, Athens, Greece
| | - I Zisopoulos
- National and Kapodistrian University of Athens, Athens, Greece
| | - G Bakas
- National Technical University of Athens, Athens, Greece
| | | | - G Karapostoli
- National Technical University of Athens, Athens, Greece
| | - K Kousouris
- National Technical University of Athens, Athens, Greece
| | | | - E Siamarkou
- National Technical University of Athens, Athens, Greece
| | - G Tsipolitis
- National Technical University of Athens, Athens, Greece
| | | | - K Adamidis
- University of Ioánnina, Ioánnina, Greece
| | | | | | - C Foudas
- University of Ioánnina, Ioánnina, Greece
| | | | | | | | - P Kokkas
- University of Ioánnina, Ioánnina, Greece
| | | | - N Manthos
- University of Ioánnina, Ioánnina, Greece
| | | | | | - M Bartók
- HUN-REN Wigner Research Centre for Physics, Budapest, Hungary
| | - C Hajdu
- HUN-REN Wigner Research Centre for Physics, Budapest, Hungary
| | - D Horvath
- HUN-REN Wigner Research Centre for Physics, Budapest, Hungary
| | - F Sikler
- HUN-REN Wigner Research Centre for Physics, Budapest, Hungary
| | - V Veszpremi
- HUN-REN Wigner Research Centre for Physics, Budapest, Hungary
| | - M Csanád
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - K Farkas
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - M M A Gadallah
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - Á Kadlecsik
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - P Major
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - K Mandal
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - G Pásztor
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - A J Rádl
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - G I Veres
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - P Raics
- Faculty of Informatics, University of Debrecen, Debrecen, Hungary
| | - B Ujvari
- Faculty of Informatics, University of Debrecen, Debrecen, Hungary
| | - G Zilizi
- Faculty of Informatics, University of Debrecen, Debrecen, Hungary
| | - G Bencze
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - S Czellar
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - J Karancsi
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - J Molnar
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - Z Szillasi
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - T Csorgo
- Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
| | - F Nemes
- Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
| | - T Novak
- Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
| | - J Babbar
- Panjab University, Chandigarh, India
| | - S Bansal
- Panjab University, Chandigarh, India
| | - S B Beri
- Panjab University, Chandigarh, India
| | | | | | - S Chauhan
- Panjab University, Chandigarh, India
| | - N Dhingra
- Panjab University, Chandigarh, India
| | - R Gupta
- Panjab University, Chandigarh, India
| | - A Kaur
- Panjab University, Chandigarh, India
| | - A Kaur
- Panjab University, Chandigarh, India
| | - H Kaur
- Panjab University, Chandigarh, India
| | - M Kaur
- Panjab University, Chandigarh, India
| | - S Kumar
- Panjab University, Chandigarh, India
| | - P Kumari
- Panjab University, Chandigarh, India
| | - M Meena
- Panjab University, Chandigarh, India
| | - K Sandeep
- Panjab University, Chandigarh, India
| | | | - J B Singh
- Panjab University, Chandigarh, India
| | - A Singla
- Panjab University, Chandigarh, India
| | - A Ahmed
- University of Delhi, Delhi, India
| | | | | | | | - A Kumar
- University of Delhi, Delhi, India
| | | | - K Ranjan
- University of Delhi, Delhi, India
| | - S Saumya
- University of Delhi, Delhi, India
| | - S Acharya
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Baradia
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Barman
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | | | - D Bhowmik
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Dutta
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Dutta
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - B Gomber
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - P Palit
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - G Saha
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - B Sahu
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Sarkar
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - M M Ameen
- Indian Institute of Technology Madras, Madras, India
| | - P K Behera
- Indian Institute of Technology Madras, Madras, India
| | - S C Behera
- Indian Institute of Technology Madras, Madras, India
| | - S Chatterjee
- Indian Institute of Technology Madras, Madras, India
| | - P Jana
- Indian Institute of Technology Madras, Madras, India
| | - P Kalbhor
- Indian Institute of Technology Madras, Madras, India
| | | | - D Kumar
- Indian Institute of Technology Madras, Madras, India
| | - L Panwar
- Indian Institute of Technology Madras, Madras, India
| | - R Pradhan
- Indian Institute of Technology Madras, Madras, India
| | - P R Pujahari
- Indian Institute of Technology Madras, Madras, India
| | - N R Saha
- Indian Institute of Technology Madras, Madras, India
| | - A Sharma
- Indian Institute of Technology Madras, Madras, India
| | - A K Sikdar
- Indian Institute of Technology Madras, Madras, India
| | - S Verma
- Indian Institute of Technology Madras, Madras, India
| | - T Aziz
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - I Das
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - S Dugad
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - M Kumar
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - G B Mohanty
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - P Suryadevara
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - A Bala
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Banerjee
- Tata Institute of Fundamental Research-B, Mumbai, India
| | | | - M Guchait
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Karmakar
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Kumar
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - G Majumder
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - K Mazumdar
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Mukherjee
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - A Thachayath
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Bahinipati
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - A K Das
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - C Kar
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - D Maity
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - P Mal
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - T Mishra
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - V K Muraleedharan Nair Bindhu
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - K Naskar
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - A Nayak
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - P Sadangi
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - P Saha
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - S K Swain
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - S Varghese
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - D Vats
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - A Alpana
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - S Dube
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - B Kansal
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - A Laha
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - A Rastogi
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - S Sharma
- Indian Institute of Science Education and Research (IISER), Pune, India
| | | | - E Khazaie
- Isfahan University of Technology, Isfahan, Iran
| | - M Zeinali
- Isfahan University of Technology, Isfahan, Iran
| | - S Chenarani
- Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
| | - S M Etesami
- Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
| | - M Khakzad
- Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
| | | | | | - M Abbrescia
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - R Aly
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - A Colaleo
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - D Creanza
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - B D Anzi
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - N De Filippis
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - M De Palma
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - A Di Florio
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - W Elmetenawee
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - L Fiore
- INFN Sezione di Bari, Bari, Italy
| | - G Iaselli
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - G Maggi
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - M Maggi
- INFN Sezione di Bari, Bari, Italy
| | - I Margjeka
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - V Mastrapasqua
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - S My
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - S Nuzzo
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - A Pellecchia
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - A Pompili
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - G Pugliese
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | | | | | - D Ramos
- INFN Sezione di Bari, Bari, Italy
| | | | | | - F M Simone
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | | | | | | | | | - A Zaza
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | | | - C Battilana
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - D Bonacorsi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - R Campanini
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - P Capiluppi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - A Castro
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - M Cuffiani
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - T Diotalevi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - F Fabbri
- INFN Sezione di Bologna, Bologna, Italy
| | - A Fanfani
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - D Fasanella
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - L Giommi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - C Grandi
- INFN Sezione di Bologna, Bologna, Italy
| | - L Guiducci
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - S Lo Meo
- INFN Sezione di Bologna, Bologna, Italy
| | - L Lunerti
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - G Masetti
- INFN Sezione di Bologna, Bologna, Italy
| | - F L Navarria
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - F Primavera
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - A M Rossi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - T Rovelli
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - G P Siroli
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - S Costa
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | | | - R Potenza
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | - A Tricomi
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | - C Tuve
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | | | - G Bardelli
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - B Camaiani
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - A Cassese
- INFN Sezione di Firenze, Firenze, Italy
| | | | - V Ciulli
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | | | - R D'Alessandro
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - E Focardi
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - G Latino
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - P Lenzi
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - M Lizzo
- INFN Sezione di Firenze, Firenze, Italy
| | | | | | - A Papanastassiou
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | | | - L Viliani
- INFN Sezione di Firenze, Firenze, Italy
| | - L Benussi
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | - S Bianco
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | - S Meola
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | - D Piccolo
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | | | - F Ferro
- INFN Sezione di Genova, Genova, Italy
| | - E Robutti
- INFN Sezione di Genova, Genova, Italy
| | - S Tosi
- INFN Sezione di Genova, Genova, Italy
- Università di Genova, Genova, Italy
| | - A Benaglia
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - G Boldrini
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - F Brivio
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - F Cetorelli
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - F De Guio
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - M E Dinardo
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - P Dini
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - S Gennai
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - A Ghezzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - P Govoni
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - L Guzzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - M T Lucchini
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - M Malberti
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - S Malvezzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - A Massironi
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - D Menasce
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - L Moroni
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - M Paganoni
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - D Pedrini
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | | | - S Ragazzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - N Redaelli
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - T Tabarelli de Fatis
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - D Zuolo
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | | | - A Cagnotta
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - F Carnevali
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - N Cavallo
- INFN Sezione di Napoli, Napoli, Italy
- Università della Basilicata, Potenza, Italy
| | - A De Iorio
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - F Fabozzi
- INFN Sezione di Napoli, Napoli, Italy
- Università della Basilicata, Potenza, Italy
| | - A O M Iorio
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - L Lista
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | | | - B Rossi
- INFN Sezione di Napoli, Napoli, Italy
| | - C Sciacca
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - R Ardino
- INFN Sezione di Padova, Padova, Italy
| | - P Azzi
- INFN Sezione di Padova, Padova, Italy
| | | | - D Bisello
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | | | - A Bragagnolo
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - R Carlin
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | | | - T Dorigo
- INFN Sezione di Padova, Padova, Italy
| | - F Fanzago
- INFN Sezione di Padova, Padova, Italy
| | - F Gasparini
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - F Gonella
- INFN Sezione di Padova, Padova, Italy
| | - G Grosso
- INFN Sezione di Padova, Padova, Italy
| | - L Layer
- INFN Sezione di Padova, Padova, Italy
| | - E Lusiani
- INFN Sezione di Padova, Padova, Italy
| | - M Margoni
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - A T Meneguzzo
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - M Migliorini
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - J Pazzini
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - P Ronchese
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - R Rossin
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - F Simonetto
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - G Strong
- INFN Sezione di Padova, Padova, Italy
| | - M Tosi
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - A Triossi
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - S Ventura
- INFN Sezione di Padova, Padova, Italy
| | - H Yarar
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - M Zanetti
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - P Zotto
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - A Zucchetta
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | | | - C Aimè
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | | | - S Calzaferri
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - D Fiorina
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - P Montagna
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - V Re
- INFN Sezione di Pavia, Pavia, Italy
| | - C Riccardi
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | | | - I Vai
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - P Vitulo
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - S Ajmal
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - P Asenov
- INFN Sezione di Perugia, Perugia, Italy
| | - G M Bilei
- INFN Sezione di Perugia, Perugia, Italy
| | - D Ciangottini
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - L Fanò
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - M Magherini
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - G Mantovani
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - V Mariani
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | | | | | - A Piccinelli
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - M Presilla
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - A Rossi
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - A Santocchia
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - D Spiga
- INFN Sezione di Perugia, Perugia, Italy
| | - T Tedeschi
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | | | | | | | - L Bianchini
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | | | | | - D Bruschini
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | | | - M A Ciocci
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - M Cipriani
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - V D'Amante
- INFN Sezione di Pisa, Pisa, Italy
- Università di Siena, Siena, Italy
| | | | - S Donato
- INFN Sezione di Pisa, Pisa, Italy
| | - A Giassi
- INFN Sezione di Pisa, Pisa, Italy
| | - F Ligabue
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | | | - A Messineo
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - M Musich
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - F Palla
- INFN Sezione di Pisa, Pisa, Italy
| | | | - A Rizzi
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - G Rolandi
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | | | - T Sarkar
- INFN Sezione di Pisa, Pisa, Italy
| | | | | | - R Tenchini
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - G Tonelli
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - N Turini
- INFN Sezione di Pisa, Pisa, Italy
- Università di Siena, Siena, Italy
| | | | | | - P Barria
- INFN Sezione di Roma, Roma, Italy
| | - M Campana
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - L Cunqueiro Mendez
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - D Del Re
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - M Diemoz
- INFN Sezione di Roma, Roma, Italy
| | - F Errico
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - E Longo
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - J Mijuskovic
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - G Organtini
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - R Paramatti
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - C Quaranta
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - S Rahatlou
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - F Santanastasio
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - L Soffi
- INFN Sezione di Roma, Roma, Italy
| | - R Tramontano
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - N Amapane
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - R Arcidiacono
- INFN Sezione di Torino, Torino, Italy
- Università del Piemonte Orientale, Novara, Italy
| | - S Argiro
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - M Arneodo
- INFN Sezione di Torino, Torino, Italy
- Università del Piemonte Orientale, Novara, Italy
| | | | - R Bellan
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - A Bellora
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - C Biino
- INFN Sezione di Torino, Torino, Italy
| | | | - M Costa
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - R Covarelli
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - N Demaria
- INFN Sezione di Torino, Torino, Italy
| | - L Finco
- INFN Sezione di Torino, Torino, Italy
| | - M Grippo
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - B Kiani
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - F Legger
- INFN Sezione di Torino, Torino, Italy
| | - F Luongo
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | | | - S Maselli
- INFN Sezione di Torino, Torino, Italy
| | - A Mecca
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - E Migliore
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - M Monteno
- INFN Sezione di Torino, Torino, Italy
| | | | - M M Obertino
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - G Ortona
- INFN Sezione di Torino, Torino, Italy
| | - L Pacher
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | | | | | - M Ruspa
- INFN Sezione di Torino, Torino, Italy
- Università del Piemonte Orientale, Novara, Italy
| | - F Siviero
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - V Sola
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - A Solano
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - D Soldi
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - A Staiano
- INFN Sezione di Torino, Torino, Italy
| | - C Tarricone
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - M Tornago
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - D Trocino
- INFN Sezione di Torino, Torino, Italy
| | - G Umoret
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - E Vlasov
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | | | - V Candelise
- INFN Sezione di Trieste, Trieste, Italy
- Università di Trieste, Trieste, Italy
| | - M Casarsa
- INFN Sezione di Trieste, Trieste, Italy
| | | | - K De Leo
- INFN Sezione di Trieste, Trieste, Italy
- Università di Trieste, Trieste, Italy
| | - G Della Ricca
- INFN Sezione di Trieste, Trieste, Italy
- Università di Trieste, Trieste, Italy
| | - S Dogra
- Kyungpook National University, Daegu, Korea
| | - J Hong
- Kyungpook National University, Daegu, Korea
| | - C Huh
- Kyungpook National University, Daegu, Korea
| | - B Kim
- Kyungpook National University, Daegu, Korea
| | - D H Kim
- Kyungpook National University, Daegu, Korea
| | - J Kim
- Kyungpook National University, Daegu, Korea
| | - H Lee
- Kyungpook National University, Daegu, Korea
| | - S W Lee
- Kyungpook National University, Daegu, Korea
| | - C S Moon
- Kyungpook National University, Daegu, Korea
| | - Y D Oh
- Kyungpook National University, Daegu, Korea
| | - S I Pak
- Kyungpook National University, Daegu, Korea
| | - M S Ryu
- Kyungpook National University, Daegu, Korea
| | - S Sekmen
- Kyungpook National University, Daegu, Korea
| | - Y C Yang
- Kyungpook National University, Daegu, Korea
| | - G Bak
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - P Gwak
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - H Kim
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - D H Moon
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - E Asilar
- Hanyang University, Seoul, Korea
| | - D Kim
- Hanyang University, Seoul, Korea
| | - T J Kim
- Hanyang University, Seoul, Korea
| | | | - J Park
- Hanyang University, Seoul, Korea
| | - S Choi
- Korea University, Seoul, Korea
| | - S Han
- Korea University, Seoul, Korea
| | - B Hong
- Korea University, Seoul, Korea
| | - K Lee
- Korea University, Seoul, Korea
| | - K S Lee
- Korea University, Seoul, Korea
| | - S Lee
- Korea University, Seoul, Korea
| | - J Park
- Korea University, Seoul, Korea
| | | | - J Yoo
- Korea University, Seoul, Korea
| | - J Goh
- Kyung Hee University, Department of Physics, Seoul, Korea
| | - H S Kim
- Sejong University, Seoul, Korea
| | - Y Kim
- Sejong University, Seoul, Korea
| | - S Lee
- Sejong University, Seoul, Korea
| | - J Almond
- Seoul National University, Seoul, Korea
| | - J H Bhyun
- Seoul National University, Seoul, Korea
| | - J Choi
- Seoul National University, Seoul, Korea
| | - W Jun
- Seoul National University, Seoul, Korea
| | - J Kim
- Seoul National University, Seoul, Korea
| | - J S Kim
- Seoul National University, Seoul, Korea
| | - S Ko
- Seoul National University, Seoul, Korea
| | - H Kwon
- Seoul National University, Seoul, Korea
| | - H Lee
- Seoul National University, Seoul, Korea
| | - J Lee
- Seoul National University, Seoul, Korea
| | - J Lee
- Seoul National University, Seoul, Korea
| | - S Lee
- Seoul National University, Seoul, Korea
| | - B H Oh
- Seoul National University, Seoul, Korea
| | - S B Oh
- Seoul National University, Seoul, Korea
| | - H Seo
- Seoul National University, Seoul, Korea
| | - U K Yang
- Seoul National University, Seoul, Korea
| | - I Yoon
- Seoul National University, Seoul, Korea
| | - W Jang
- University of Seoul, Seoul, Korea
| | - D Y Kang
- University of Seoul, Seoul, Korea
| | - Y Kang
- University of Seoul, Seoul, Korea
| | - S Kim
- University of Seoul, Seoul, Korea
| | - B Ko
- University of Seoul, Seoul, Korea
| | | | - Y Lee
- University of Seoul, Seoul, Korea
| | - I C Park
- University of Seoul, Seoul, Korea
| | - Y Roh
- University of Seoul, Seoul, Korea
| | | | - S Yang
- University of Seoul, Seoul, Korea
| | - S Ha
- Yonsei University, Department of Physics, Seoul, Korea
| | - H D Yoo
- Yonsei University, Department of Physics, Seoul, Korea
| | - M Choi
- Sungkyunkwan University, Suwon, Korea
| | - M R Kim
- Sungkyunkwan University, Suwon, Korea
| | - H Lee
- Sungkyunkwan University, Suwon, Korea
| | - Y Lee
- Sungkyunkwan University, Suwon, Korea
| | - I Yu
- Sungkyunkwan University, Suwon, Korea
| | - T Beyrouthy
- College of Engineering and Technology, American University of the Middle East (AUM), Dasman, Kuwait
| | - Y Maghrbi
- College of Engineering and Technology, American University of the Middle East (AUM), Dasman, Kuwait
| | | | - A Gaile
- Riga Technical University, Riga, Latvia
| | - G Pikurs
- Riga Technical University, Riga, Latvia
| | | | - M Seidel
- Riga Technical University, Riga, Latvia
| | | | | | | | | | | | | | | | - I Yusuff
- National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Z Zolkapli
- National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia
| | - J F Benitez
- Universidad de Sonora (UNISON), Hermosillo, Mexico
| | | | | | | | | | | | - A Sehrawat
- Universidad de Sonora (UNISON), Hermosillo, Mexico
| | | | - G Ayala
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | - H Castilla-Valdez
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | - E De La Cruz-Burelo
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | | | - R Lopez-Fernandez
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | | | - A Sánchez Hernández
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | | | | | - I Bautista
- Benemerita Universidad Autonoma de Puebla, Puebla, Mexico
| | - I Pedraza
- Benemerita Universidad Autonoma de Puebla, Puebla, Mexico
| | | | | | - I Bubanja
- University of Montenegro, Podgorica, Montenegro
| | - N Raicevic
- University of Montenegro, Podgorica, Montenegro
| | - P H Butler
- University of Canterbury, Christchurch, New Zealand
| | - A Ahmad
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - M I Asghar
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - A Awais
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - M I M Awan
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - H R Hoorani
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - W A Khan
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - V Avati
- AGH University of Krakow, Faculty of Computer Science, Electronics and Telecommunications, Krakow, Poland
| | - L Grzanka
- AGH University of Krakow, Faculty of Computer Science, Electronics and Telecommunications, Krakow, Poland
| | - M Malawski
- AGH University of Krakow, Faculty of Computer Science, Electronics and Telecommunications, Krakow, Poland
| | - H Bialkowska
- National Centre for Nuclear Research, Swierk, Poland
| | - M Bluj
- National Centre for Nuclear Research, Swierk, Poland
| | - B Boimska
- National Centre for Nuclear Research, Swierk, Poland
| | - M Górski
- National Centre for Nuclear Research, Swierk, Poland
| | - M Kazana
- National Centre for Nuclear Research, Swierk, Poland
| | - M Szleper
- National Centre for Nuclear Research, Swierk, Poland
| | - P Zalewski
- National Centre for Nuclear Research, Swierk, Poland
| | - K Bunkowski
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - K Doroba
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - A Kalinowski
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - M Konecki
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - J Krolikowski
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - A Muhammad
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - K Pozniak
- Warsaw University of Technology, Warsaw, Poland
| | - W Zabolotny
- Warsaw University of Technology, Warsaw, Poland
| | - M Araujo
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - D Bastos
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | | | - A Boletti
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - M Bozzo
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - P Faccioli
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - M Gallinaro
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - J Hollar
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - N Leonardo
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - T Niknejad
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - A Petrilli
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - M Pisano
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - J Seixas
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - J Varela
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - P Adzic
- Faculty of Physics, University of Belgrade, Belgrade, Serbia
| | - P Milenovic
- Faculty of Physics, University of Belgrade, Belgrade, Serbia
| | - M Dordevic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
| | - J Milosevic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
| | - V Rekovic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
| | - M Aguilar-Benitez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J Alcaraz Maestre
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M Barrio Luna
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - Cristina F Bedoya
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M Cepeda
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M Cerrada
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - N Colino
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - B De La Cruz
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - A Delgado Peris
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - D Fernández Del Val
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J P Fernández Ramos
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J Flix
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M C Fouz
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - O Gonzalez Lopez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - S Goy Lopez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J M Hernandez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M I Josa
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J León Holgado
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - D Moran
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - C M Morcillo Perez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - Á Navarro Tobar
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - C Perez Dengra
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | | | - J Puerta Pelayo
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - I Redondo
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - D D Redondo Ferrero
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - L Romero
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - S Sánchez Navas
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - L Urda Gómez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J Vazquez Escobar
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - C Willmott
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | | | - B Alvarez Gonzalez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - J Cuevas
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - J Fernandez Menendez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - S Folgueras
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - I Gonzalez Caballero
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - J R González Fernández
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - E Palencia Cortezon
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - C Ramón Álvarez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - V Rodríguez Bouza
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - A Soto Rodríguez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - A Trapote
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - C Vico Villalba
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - P Vischia
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - S Bhowmik
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - S Blanco Fernández
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J A Brochero Cifuentes
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - I J Cabrillo
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - A Calderon
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J Duarte Campderros
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - M Fernandez
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Fernandez Madrazo
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - G Gomez
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Lasaosa García
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Martinez Rivero
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | | | - F Matorras
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - P Matorras Cuevas
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - E Navarrete Ramos
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J Piedra Gomez
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Prieels
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - L Scodellaro
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - I Vila
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J M Vizan Garcia
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | | | | | | | | | | | - K Liyanage
- University of Ruhuna, Department of Physics, Matara, Sri Lanka
| | - N Perera
- University of Ruhuna, Department of Physics, Matara, Sri Lanka
| | - N Wickramage
- University of Ruhuna, Department of Physics, Matara, Sri Lanka
| | - D Abbaneo
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C Amendola
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Auffray
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Auzinger
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Baechler
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Barney
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | | | - M Bianco
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - B Bilin
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A A Bin Anuar
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Bocci
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Brondolin
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C Caillol
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - T Camporesi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Cerminara
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - N Chernyavskaya
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D d'Enterria
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Dabrowski
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A David
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A De Roeck
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M M Defranchis
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Deile
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Dobson
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Fallavollita
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L Forthomme
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Franzoni
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - W Funk
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Giani
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Gigi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - K Gill
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Glege
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L Gouskos
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Haranko
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Hegeman
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - V Innocente
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - T James
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Janot
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Kieseler
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Laurila
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Lecoq
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Leutgeb
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C Lourenço
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - B Maier
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L Malgeri
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Mannelli
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A C Marini
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Meijers
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Mersi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Meschi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - V Milosevic
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Moortgat
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Mulders
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Orfanelli
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Pantaleo
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Peruzzi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Petrucciani
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Pfeiffer
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Pierini
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Piparo
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - H Qu
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Rabady
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | | | - M Rovere
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - H Sakulin
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Scarfi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Selvaggi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Sharma
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - K Shchelina
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Silva
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Sphicas
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A G Stahl Leiton
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Steen
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Summers
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Treille
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Tropea
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Tsirou
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Walter
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Wanczyk
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - K A Wozniak
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Zehetner
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Zejdl
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - W D Zeuner
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | | | - L Caminada
- Paul Scherrer Institut, Villigen, Switzerland
| | - A Ebrahimi
- Paul Scherrer Institut, Villigen, Switzerland
| | - W Erdmann
- Paul Scherrer Institut, Villigen, Switzerland
| | | | - Q Ingram
- Paul Scherrer Institut, Villigen, Switzerland
| | - H C Kaestli
- Paul Scherrer Institut, Villigen, Switzerland
| | - D Kotlinski
- Paul Scherrer Institut, Villigen, Switzerland
| | - C Lange
- Paul Scherrer Institut, Villigen, Switzerland
| | - M Missiroli
- Paul Scherrer Institut, Villigen, Switzerland
| | - L Noehte
- Paul Scherrer Institut, Villigen, Switzerland
| | - T Rohe
- Paul Scherrer Institut, Villigen, Switzerland
| | - T K Aarrestad
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - K Androsov
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Backhaus
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A Calandri
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Cazzaniga
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - K Datta
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A De Cosa
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - G Dissertori
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Dittmar
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Donegà
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Eble
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Galli
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - K Gedia
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Glessgen
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Grab
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D Hits
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - W Lustermann
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A-M Lyon
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - R A Manzoni
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Marchegiani
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - L Marchese
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Martin Perez
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A Mascellani
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Nessi-Tedaldi
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Pauss
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - V Perovic
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - S Pigazzini
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M G Ratti
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Reichmann
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Reissel
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - T Reitenspiess
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - B Ristic
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Riti
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D Ruini
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D A Sanz Becerra
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - R Seidita
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - J Steggemann
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D Valsecchi
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - R Wallny
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Amsler
- Universität Zürich, Zurich, Switzerland
| | | | - C Botta
- Universität Zürich, Zurich, Switzerland
| | | | | | - K Cormier
- Universität Zürich, Zurich, Switzerland
| | | | | | - M Huwiler
- Universität Zürich, Zurich, Switzerland
| | - W Jin
- Universität Zürich, Zurich, Switzerland
| | | | | | | | | | | | - P Meiring
- Universität Zürich, Zurich, Switzerland
| | | | | | | | - A Reimers
- Universität Zürich, Zurich, Switzerland
| | - P Robmann
- Universität Zürich, Zurich, Switzerland
| | | | | | - M Senger
- Universität Zürich, Zurich, Switzerland
| | | | - C Adloff
- National Central University, Chung-Li, Taiwan
| | - C M Kuo
- National Central University, Chung-Li, Taiwan
| | - W Lin
- National Central University, Chung-Li, Taiwan
| | - P K Rout
- National Central University, Chung-Li, Taiwan
| | - P C Tiwari
- National Central University, Chung-Li, Taiwan
| | - S S Yu
- National Central University, Chung-Li, Taiwan
| | - L Ceard
- National Taiwan University (NTU), Taipei, Taiwan
| | - Y Chao
- National Taiwan University (NTU), Taipei, Taiwan
| | - K F Chen
- National Taiwan University (NTU), Taipei, Taiwan
| | - P S Chen
- National Taiwan University (NTU), Taipei, Taiwan
| | - Z G Chen
- National Taiwan University (NTU), Taipei, Taiwan
| | - W-S Hou
- National Taiwan University (NTU), Taipei, Taiwan
| | - T H Hsu
- National Taiwan University (NTU), Taipei, Taiwan
| | - Y W Kao
- National Taiwan University (NTU), Taipei, Taiwan
| | - R Khurana
- National Taiwan University (NTU), Taipei, Taiwan
| | - G Kole
- National Taiwan University (NTU), Taipei, Taiwan
| | - Y Y Li
- National Taiwan University (NTU), Taipei, Taiwan
| | - R-S Lu
- National Taiwan University (NTU), Taipei, Taiwan
| | - E Paganis
- National Taiwan University (NTU), Taipei, Taiwan
| | - A Psallidas
- National Taiwan University (NTU), Taipei, Taiwan
| | - X F Su
- National Taiwan University (NTU), Taipei, Taiwan
| | | | - H Y Wu
- National Taiwan University (NTU), Taipei, Taiwan
| | - E Yazgan
- National Taiwan University (NTU), Taipei, Taiwan
| | - C Asawatangtrakuldee
- High Energy Physics Research Unit, Department of Physics, Faculty of Science, Chulalongkorn University, Bangkok, Thailand
| | - N Srimanobhas
- High Energy Physics Research Unit, Department of Physics, Faculty of Science, Chulalongkorn University, Bangkok, Thailand
| | - V Wachirapusitanand
- High Energy Physics Research Unit, Department of Physics, Faculty of Science, Chulalongkorn University, Bangkok, Thailand
| | - D Agyel
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - F Boran
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - Z S Demiroglu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - F Dolek
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - I Dumanoglu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - E Eskut
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - Y Guler
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - E Gurpinar Guler
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - C Isik
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - O Kara
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - A Kayis Topaksu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - U Kiminsu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - G Onengut
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - K Ozdemir
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - A Polatoz
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - B Tali
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - U G Tok
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - S Turkcapar
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - E Uslan
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - I S Zorbakir
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - K Ocalan
- Middle East Technical University, Physics Department, Ankara, Turkey
| | - M Yalvac
- Middle East Technical University, Physics Department, Ankara, Turkey
| | - B Akgun
- Bogazici University, Istanbul, Turkey
| | | | - E Gülmez
- Bogazici University, Istanbul, Turkey
| | - M Kaya
- Bogazici University, Istanbul, Turkey
| | - O Kaya
- Bogazici University, Istanbul, Turkey
| | - S Tekten
- Bogazici University, Istanbul, Turkey
| | - A Cakir
- Istanbul Technical University, Istanbul, Turkey
| | - K Cankocak
- Istanbul Technical University, Istanbul, Turkey
| | - Y Komurcu
- Istanbul Technical University, Istanbul, Turkey
| | - S Sen
- Istanbul Technical University, Istanbul, Turkey
| | - O Aydilek
- Istanbul University, Istanbul, Turkey
| | - S Cerci
- Istanbul University, Istanbul, Turkey
| | | | | | - I Hos
- Istanbul University, Istanbul, Turkey
| | - B Isildak
- Istanbul University, Istanbul, Turkey
| | - B Kaynak
- Istanbul University, Istanbul, Turkey
| | | | - O Potok
- Istanbul University, Istanbul, Turkey
| | - H Sert
- Istanbul University, Istanbul, Turkey
| | - C Simsek
- Istanbul University, Istanbul, Turkey
| | | | | | - A Boyaryntsev
- Institute for Scintillation Materials of National Academy of Science of Ukraine, Kharkiv, Ukraine
| | - B Grynyov
- Institute for Scintillation Materials of National Academy of Science of Ukraine, Kharkiv, Ukraine
| | - L Levchuk
- National Science Centre, Kharkiv Institute of Physics and Technology, Kharkiv, Ukraine
| | - D Anthony
- University of Bristol, Bristol, United Kingdom
| | - J J Brooke
- University of Bristol, Bristol, United Kingdom
| | - A Bundock
- University of Bristol, Bristol, United Kingdom
| | - F Bury
- University of Bristol, Bristol, United Kingdom
| | - E Clement
- University of Bristol, Bristol, United Kingdom
| | - D Cussans
- University of Bristol, Bristol, United Kingdom
| | - H Flacher
- University of Bristol, Bristol, United Kingdom
| | - M Glowacki
- University of Bristol, Bristol, United Kingdom
| | - J Goldstein
- University of Bristol, Bristol, United Kingdom
| | - H F Heath
- University of Bristol, Bristol, United Kingdom
| | - L Kreczko
- University of Bristol, Bristol, United Kingdom
| | - B Krikler
- University of Bristol, Bristol, United Kingdom
| | | | | | - V J Smith
- University of Bristol, Bristol, United Kingdom
| | - N Stylianou
- University of Bristol, Bristol, United Kingdom
| | | | - R White
- University of Bristol, Bristol, United Kingdom
| | - A H Ball
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - K W Bell
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - A Belyaev
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - C Brew
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - R M Brown
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - C Cooke
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - K V Ellis
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - K Harder
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - S Harper
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - M-L Holmberg
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - Sh Jain
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - J Linacre
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - D M Newbold
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - E Olaiya
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - D Petyt
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - T Reis
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - G Salvi
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - T Schuh
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - I R Tomalin
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - T Williams
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - P Bloch
- Imperial College, London, United Kingdom
| | - C E Brown
- Imperial College, London, United Kingdom
| | | | - V Cacchio
- Imperial College, London, United Kingdom
| | | | - G S Chahal
- Imperial College, London, United Kingdom
| | - D Colling
- Imperial College, London, United Kingdom
| | - J S Dancu
- Imperial College, London, United Kingdom
| | - P Dauncey
- Imperial College, London, United Kingdom
| | - G Davies
- Imperial College, London, United Kingdom
| | - J Davies
- Imperial College, London, United Kingdom
| | | | - S Fayer
- Imperial College, London, United Kingdom
| | - G Fedi
- Imperial College, London, United Kingdom
| | - G Hall
- Imperial College, London, United Kingdom
| | | | - A Howard
- Imperial College, London, United Kingdom
| | - G Iles
- Imperial College, London, United Kingdom
| | - M Knight
- Imperial College, London, United Kingdom
| | - J Langford
- Imperial College, London, United Kingdom
| | - L Lyons
- Imperial College, London, United Kingdom
| | - A-M Magnan
- Imperial College, London, United Kingdom
| | - S Malik
- Imperial College, London, United Kingdom
| | - A Martelli
- Imperial College, London, United Kingdom
| | | | - J Nash
- Imperial College, London, United Kingdom
| | - M Pesaresi
- Imperial College, London, United Kingdom
| | | | - A Richards
- Imperial College, London, United Kingdom
| | - A Rose
- Imperial College, London, United Kingdom
| | - C Seez
- Imperial College, London, United Kingdom
| | - R Shukla
- Imperial College, London, United Kingdom
| | - A Tapper
- Imperial College, London, United Kingdom
| | - K Uchida
- Imperial College, London, United Kingdom
| | - G P Uttley
- Imperial College, London, United Kingdom
| | - L H Vage
- Imperial College, London, United Kingdom
| | - T Virdee
- Imperial College, London, United Kingdom
| | | | - N Wardle
- Imperial College, London, United Kingdom
| | | | - K Coldham
- Brunel University, Uxbridge, United Kingdom
| | - J E Cole
- Brunel University, Uxbridge, United Kingdom
| | - A Khan
- Brunel University, Uxbridge, United Kingdom
| | - P Kyberd
- Brunel University, Uxbridge, United Kingdom
| | - I D Reid
- Brunel University, Uxbridge, United Kingdom
| | | | | | | | | | | | | | | | | | | | - S Sawant
- Baylor University, Waco, Texas, USA
| | | | - M Toms
- Baylor University, Waco, Texas, USA
| | - J Wilson
- Baylor University, Waco, Texas, USA
| | - R Bartek
- Catholic University of America, Washington, DC, USA
| | - A Dominguez
- Catholic University of America, Washington, DC, USA
| | | | - A E Simsek
- Catholic University of America, Washington, DC, USA
| | - R Uniyal
- Catholic University of America, Washington, DC, USA
| | | | - R Chudasama
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - S I Cooper
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - S V Gleyzer
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - C U Perez
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - P Rumerio
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - E Usai
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - C West
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - R Yi
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - A Akpinar
- Boston University, Boston, Massachusetts, USA
| | - A Albert
- Boston University, Boston, Massachusetts, USA
| | - D Arcaro
- Boston University, Boston, Massachusetts, USA
| | - C Cosby
- Boston University, Boston, Massachusetts, USA
| | - Z Demiragli
- Boston University, Boston, Massachusetts, USA
| | - C Erice
- Boston University, Boston, Massachusetts, USA
| | - E Fontanesi
- Boston University, Boston, Massachusetts, USA
| | - D Gastler
- Boston University, Boston, Massachusetts, USA
| | - S Jeon
- Boston University, Boston, Massachusetts, USA
| | - J Rohlf
- Boston University, Boston, Massachusetts, USA
| | - K Salyer
- Boston University, Boston, Massachusetts, USA
| | - D Sperka
- Boston University, Boston, Massachusetts, USA
| | - D Spitzbart
- Boston University, Boston, Massachusetts, USA
| | - I Suarez
- Boston University, Boston, Massachusetts, USA
| | - A Tsatsos
- Boston University, Boston, Massachusetts, USA
| | - S Yuan
- Boston University, Boston, Massachusetts, USA
| | - G Benelli
- Brown University, Providence, Rhode Island, USA
| | - X Coubez
- Brown University, Providence, Rhode Island, USA
| | - D Cutts
- Brown University, Providence, Rhode Island, USA
| | - M Hadley
- Brown University, Providence, Rhode Island, USA
| | - U Heintz
- Brown University, Providence, Rhode Island, USA
| | - J M Hogan
- Brown University, Providence, Rhode Island, USA
| | - T Kwon
- Brown University, Providence, Rhode Island, USA
| | - G Landsberg
- Brown University, Providence, Rhode Island, USA
| | - K T Lau
- Brown University, Providence, Rhode Island, USA
| | - D Li
- Brown University, Providence, Rhode Island, USA
| | - J Luo
- Brown University, Providence, Rhode Island, USA
| | - S Mondal
- Brown University, Providence, Rhode Island, USA
| | - M Narain
- Brown University, Providence, Rhode Island, USA
| | - N Pervan
- Brown University, Providence, Rhode Island, USA
| | - S Sagir
- Brown University, Providence, Rhode Island, USA
| | - F Simpson
- Brown University, Providence, Rhode Island, USA
| | | | - W Y Wong
- Brown University, Providence, Rhode Island, USA
| | - X Yan
- Brown University, Providence, Rhode Island, USA
| | - W Zhang
- Brown University, Providence, Rhode Island, USA
| | - S Abbott
- University of California, Davis, Davis, California, USA
| | - J Bonilla
- University of California, Davis, Davis, California, USA
| | - C Brainerd
- University of California, Davis, Davis, California, USA
| | - R Breedon
- University of California, Davis, Davis, California, USA
| | | | - M Chertok
- University of California, Davis, Davis, California, USA
| | - M Citron
- University of California, Davis, Davis, California, USA
| | - J Conway
- University of California, Davis, Davis, California, USA
| | - P T Cox
- University of California, Davis, Davis, California, USA
| | - R Erbacher
- University of California, Davis, Davis, California, USA
| | - G Haza
- University of California, Davis, Davis, California, USA
| | - F Jensen
- University of California, Davis, Davis, California, USA
| | - O Kukral
- University of California, Davis, Davis, California, USA
| | - G Mocellin
- University of California, Davis, Davis, California, USA
| | - M Mulhearn
- University of California, Davis, Davis, California, USA
| | - D Pellett
- University of California, Davis, Davis, California, USA
| | - W Wei
- University of California, Davis, Davis, California, USA
| | - Y Yao
- University of California, Davis, Davis, California, USA
| | - F Zhang
- University of California, Davis, Davis, California, USA
| | - M Bachtis
- University of California, Los Angeles, California, USA
| | - R Cousins
- University of California, Los Angeles, California, USA
| | - A Datta
- University of California, Los Angeles, California, USA
| | - J Hauser
- University of California, Los Angeles, California, USA
| | - M Ignatenko
- University of California, Los Angeles, California, USA
| | - M A Iqbal
- University of California, Los Angeles, California, USA
| | - T Lam
- University of California, Los Angeles, California, USA
| | - E Manca
- University of California, Los Angeles, California, USA
| | - W A Nash
- University of California, Los Angeles, California, USA
| | - D Saltzberg
- University of California, Los Angeles, California, USA
| | - B Stone
- University of California, Los Angeles, California, USA
| | - V Valuev
- University of California, Los Angeles, California, USA
| | - R Clare
- University of California, Riverside, Riverside, California, USA
| | - M Gordon
- University of California, Riverside, Riverside, California, USA
| | - G Hanson
- University of California, Riverside, Riverside, California, USA
| | - W Si
- University of California, Riverside, Riverside, California, USA
| | - S Wimpenny
- University of California, Riverside, Riverside, California, USA
| | - J G Branson
- University of California, San Diego, La Jolla, California, USA
| | - S Cittolin
- University of California, San Diego, La Jolla, California, USA
| | - S Cooperstein
- University of California, San Diego, La Jolla, California, USA
| | - D Diaz
- University of California, San Diego, La Jolla, California, USA
| | - J Duarte
- University of California, San Diego, La Jolla, California, USA
| | - R Gerosa
- University of California, San Diego, La Jolla, California, USA
| | - L Giannini
- University of California, San Diego, La Jolla, California, USA
| | - J Guiang
- University of California, San Diego, La Jolla, California, USA
| | - R Kansal
- University of California, San Diego, La Jolla, California, USA
| | - V Krutelyov
- University of California, San Diego, La Jolla, California, USA
| | - R Lee
- University of California, San Diego, La Jolla, California, USA
| | - J Letts
- University of California, San Diego, La Jolla, California, USA
| | - M Masciovecchio
- University of California, San Diego, La Jolla, California, USA
| | - F Mokhtar
- University of California, San Diego, La Jolla, California, USA
| | - M Pieri
- University of California, San Diego, La Jolla, California, USA
| | - M Quinnan
- University of California, San Diego, La Jolla, California, USA
| | | | - V Sharma
- University of California, San Diego, La Jolla, California, USA
| | - M Tadel
- University of California, San Diego, La Jolla, California, USA
| | - E Vourliotis
- University of California, San Diego, La Jolla, California, USA
| | - F Würthwein
- University of California, San Diego, La Jolla, California, USA
| | - Y Xiang
- University of California, San Diego, La Jolla, California, USA
| | - A Yagil
- University of California, San Diego, La Jolla, California, USA
| | - A Barzdukas
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - L Brennan
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - C Campagnari
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - G Collura
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - A Dorsett
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - J Incandela
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - M Kilpatrick
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - J Kim
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - A J Li
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - P Masterson
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - H Mei
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - M Oshiro
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - J Richman
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - U Sarica
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - R Schmitz
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - F Setti
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - J Sheplock
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - D Stuart
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - S Wang
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - A Bornheim
- California Institute of Technology, Pasadena, California, USA
| | - O Cerri
- California Institute of Technology, Pasadena, California, USA
| | - A Latorre
- California Institute of Technology, Pasadena, California, USA
| | - J M Lawhorn
- California Institute of Technology, Pasadena, California, USA
| | - J Mao
- California Institute of Technology, Pasadena, California, USA
| | - H B Newman
- California Institute of Technology, Pasadena, California, USA
| | - T Q Nguyen
- California Institute of Technology, Pasadena, California, USA
| | - M Spiropulu
- California Institute of Technology, Pasadena, California, USA
| | - J R Vlimant
- California Institute of Technology, Pasadena, California, USA
| | - C Wang
- California Institute of Technology, Pasadena, California, USA
| | - S Xie
- California Institute of Technology, Pasadena, California, USA
| | - R Y Zhu
- California Institute of Technology, Pasadena, California, USA
| | - J Alison
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - S An
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - M B Andrews
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - P Bryant
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - V Dutta
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - T Ferguson
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - A Harilal
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - C Liu
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - T Mudholkar
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - S Murthy
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - M Paulini
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - A Roberts
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - A Sanchez
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - W Terrill
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - J P Cumalat
- University of Colorado Boulder, Boulder, Colorado, USA
| | - W T Ford
- University of Colorado Boulder, Boulder, Colorado, USA
| | - A Hassani
- University of Colorado Boulder, Boulder, Colorado, USA
| | | | - E MacDonald
- University of Colorado Boulder, Boulder, Colorado, USA
| | - N Manganelli
- University of Colorado Boulder, Boulder, Colorado, USA
| | - F Marini
- University of Colorado Boulder, Boulder, Colorado, USA
| | - A Perloff
- University of Colorado Boulder, Boulder, Colorado, USA
| | - C Savard
- University of Colorado Boulder, Boulder, Colorado, USA
| | - N Schonbeck
- University of Colorado Boulder, Boulder, Colorado, USA
| | - K Stenson
- University of Colorado Boulder, Boulder, Colorado, USA
| | - K A Ulmer
- University of Colorado Boulder, Boulder, Colorado, USA
| | - S R Wagner
- University of Colorado Boulder, Boulder, Colorado, USA
| | - N Zipper
- University of Colorado Boulder, Boulder, Colorado, USA
| | | | | | - X Chen
- Cornell University, Ithaca, New York, USA
| | | | - J Fan
- Cornell University, Ithaca, New York, USA
| | - X Fan
- Cornell University, Ithaca, New York, USA
| | - D Gadkari
- Cornell University, Ithaca, New York, USA
| | - S Hogan
- Cornell University, Ithaca, New York, USA
| | - J Monroy
- Cornell University, Ithaca, New York, USA
| | | | - J Reichert
- Cornell University, Ithaca, New York, USA
| | - M Reid
- Cornell University, Ithaca, New York, USA
| | - A Ryd
- Cornell University, Ithaca, New York, USA
| | - J Thom
- Cornell University, Ithaca, New York, USA
| | - P Wittich
- Cornell University, Ithaca, New York, USA
| | - R Zou
- Cornell University, Ithaca, New York, USA
| | - M Albrow
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - M Alyari
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - O Amram
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - G Apollinari
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Apresyan
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L A T Bauerdick
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Berry
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Berryhill
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - P C Bhat
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K Burkett
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J N Butler
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Canepa
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - G B Cerati
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - H W K Cheung
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - F Chlebana
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - G Cummings
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Dickinson
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - I Dutta
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - V D Elvira
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - Y Feng
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Freeman
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Gandrakota
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - Z Gecse
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Gray
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Green
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Grummer
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Grünendahl
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Guerrero
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - O Gutsche
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - R M Harris
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - R Heller
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - T C Herwig
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Hirschauer
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Horyn
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - B Jayatilaka
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Jindariani
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - M Johnson
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - U Joshi
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - T Klijnsma
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - B Klima
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K H M Kwok
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Lammel
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Lincoln
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - R Lipton
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - T Liu
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Madrid
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K Maeshima
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Mantilla
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Mason
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - P McBride
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - P Merkel
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Mrenna
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Nahn
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Ngadiuba
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Noonan
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - V Papadimitriou
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - N Pastika
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K Pedro
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Pena
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - F Ravera
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | | | - L Ristori
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | | | - N Smith
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Soha
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Spiegel
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Stoynev
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Strait
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Taylor
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Tkaczyk
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - N V Tran
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Uplegger
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - E W Vaandering
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - I Zoi
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Aruta
- University of Florida, Gainesville, Florida, USA
| | - P Avery
- University of Florida, Gainesville, Florida, USA
| | - D Bourilkov
- University of Florida, Gainesville, Florida, USA
| | - L Cadamuro
- University of Florida, Gainesville, Florida, USA
| | - P Chang
- University of Florida, Gainesville, Florida, USA
| | - V Cherepanov
- University of Florida, Gainesville, Florida, USA
| | - R D Field
- University of Florida, Gainesville, Florida, USA
| | - E Koenig
- University of Florida, Gainesville, Florida, USA
| | - M Kolosova
- University of Florida, Gainesville, Florida, USA
| | - J Konigsberg
- University of Florida, Gainesville, Florida, USA
| | - A Korytov
- University of Florida, Gainesville, Florida, USA
| | - K H Lo
- University of Florida, Gainesville, Florida, USA
| | - K Matchev
- University of Florida, Gainesville, Florida, USA
| | - N Menendez
- University of Florida, Gainesville, Florida, USA
| | | | | | - N Rawal
- University of Florida, Gainesville, Florida, USA
| | - D Rosenzweig
- University of Florida, Gainesville, Florida, USA
| | - S Rosenzweig
- University of Florida, Gainesville, Florida, USA
| | - K Shi
- University of Florida, Gainesville, Florida, USA
| | - J Wang
- University of Florida, Gainesville, Florida, USA
| | - T Adams
- Florida State University, Tallahassee, Florida, USA
| | - A Al Kadhim
- Florida State University, Tallahassee, Florida, USA
| | - A Askew
- Florida State University, Tallahassee, Florida, USA
| | - N Bower
- Florida State University, Tallahassee, Florida, USA
| | - R Habibullah
- Florida State University, Tallahassee, Florida, USA
| | - V Hagopian
- Florida State University, Tallahassee, Florida, USA
| | - R Hashmi
- Florida State University, Tallahassee, Florida, USA
| | - R S Kim
- Florida State University, Tallahassee, Florida, USA
| | - S Kim
- Florida State University, Tallahassee, Florida, USA
| | - T Kolberg
- Florida State University, Tallahassee, Florida, USA
| | - G Martinez
- Florida State University, Tallahassee, Florida, USA
| | - H Prosper
- Florida State University, Tallahassee, Florida, USA
| | - P R Prova
- Florida State University, Tallahassee, Florida, USA
| | - O Viazlo
- Florida State University, Tallahassee, Florida, USA
| | | | - R Yohay
- Florida State University, Tallahassee, Florida, USA
| | - J Zhang
- Florida State University, Tallahassee, Florida, USA
| | - B Alsufyani
- Florida Institute of Technology, Melbourne, Florida, USA
| | - M M Baarmand
- Florida Institute of Technology, Melbourne, Florida, USA
| | - S Butalla
- Florida Institute of Technology, Melbourne, Florida, USA
| | - T Elkafrawy
- Florida Institute of Technology, Melbourne, Florida, USA
| | - M Hohlmann
- Florida Institute of Technology, Melbourne, Florida, USA
| | - R Kumar Verma
- Florida Institute of Technology, Melbourne, Florida, USA
| | - M Rahmani
- Florida Institute of Technology, Melbourne, Florida, USA
| | - M R Adams
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - C Bennett
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - R Cavanaugh
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - S Dittmer
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | | | - O Evdokimov
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - C E Gerber
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - D J Hofman
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - J H Lee
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - D S Lemos
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - A H Merrit
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - C Mills
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - S Nanda
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - G Oh
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - B Ozek
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - D Pilipovic
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - T Roy
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - S Rudrabhatla
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - M B Tonjes
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - N Varelas
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - X Wang
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - Z Ye
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | - J Yoo
- University of Illinois Chicago, Chicago, USA, Chicago, USA
| | | | - D Blend
- The University of Iowa, Iowa City, Iowa, USA
| | - K Dilsiz
- The University of Iowa, Iowa City, Iowa, USA
| | - L Emediato
- The University of Iowa, Iowa City, Iowa, USA
| | - G Karaman
- The University of Iowa, Iowa City, Iowa, USA
| | - O K Köseyan
- The University of Iowa, Iowa City, Iowa, USA
| | - J-P Merlo
- The University of Iowa, Iowa City, Iowa, USA
| | | | - J Nachtman
- The University of Iowa, Iowa City, Iowa, USA
| | - O Neogi
- The University of Iowa, Iowa City, Iowa, USA
| | - H Ogul
- The University of Iowa, Iowa City, Iowa, USA
| | - Y Onel
- The University of Iowa, Iowa City, Iowa, USA
| | - A Penzo
- The University of Iowa, Iowa City, Iowa, USA
| | - C Snyder
- The University of Iowa, Iowa City, Iowa, USA
| | - E Tiras
- The University of Iowa, Iowa City, Iowa, USA
| | - B Blumenfeld
- Johns Hopkins University, Baltimore, Maryland, USA
| | - L Corcodilos
- Johns Hopkins University, Baltimore, Maryland, USA
| | - J Davis
- Johns Hopkins University, Baltimore, Maryland, USA
| | - A V Gritsan
- Johns Hopkins University, Baltimore, Maryland, USA
| | - L Kang
- Johns Hopkins University, Baltimore, Maryland, USA
| | - S Kyriacou
- Johns Hopkins University, Baltimore, Maryland, USA
| | - P Maksimovic
- Johns Hopkins University, Baltimore, Maryland, USA
| | - M Roguljic
- Johns Hopkins University, Baltimore, Maryland, USA
| | - J Roskes
- Johns Hopkins University, Baltimore, Maryland, USA
| | - S Sekhar
- Johns Hopkins University, Baltimore, Maryland, USA
| | - M Swartz
- Johns Hopkins University, Baltimore, Maryland, USA
| | - T Á Vámi
- Johns Hopkins University, Baltimore, Maryland, USA
| | - A Abreu
- The University of Kansas, Lawrence, Kansas, USA
| | | | - J Anguiano
- The University of Kansas, Lawrence, Kansas, USA
| | - P Baringer
- The University of Kansas, Lawrence, Kansas, USA
| | - A Bean
- The University of Kansas, Lawrence, Kansas, USA
| | - Z Flowers
- The University of Kansas, Lawrence, Kansas, USA
| | - D Grove
- The University of Kansas, Lawrence, Kansas, USA
| | - J King
- The University of Kansas, Lawrence, Kansas, USA
| | - G Krintiras
- The University of Kansas, Lawrence, Kansas, USA
| | | | - C Le Mahieu
- The University of Kansas, Lawrence, Kansas, USA
| | - C Lindsey
- The University of Kansas, Lawrence, Kansas, USA
| | - J Marquez
- The University of Kansas, Lawrence, Kansas, USA
| | - N Minafra
- The University of Kansas, Lawrence, Kansas, USA
| | - M Murray
- The University of Kansas, Lawrence, Kansas, USA
| | - M Nickel
- The University of Kansas, Lawrence, Kansas, USA
| | - M Pitt
- The University of Kansas, Lawrence, Kansas, USA
| | - S Popescu
- The University of Kansas, Lawrence, Kansas, USA
| | - C Rogan
- The University of Kansas, Lawrence, Kansas, USA
| | - C Royon
- The University of Kansas, Lawrence, Kansas, USA
| | - R Salvatico
- The University of Kansas, Lawrence, Kansas, USA
| | - S Sanders
- The University of Kansas, Lawrence, Kansas, USA
| | - C Smith
- The University of Kansas, Lawrence, Kansas, USA
| | - Q Wang
- The University of Kansas, Lawrence, Kansas, USA
| | - G Wilson
- The University of Kansas, Lawrence, Kansas, USA
| | - B Allmond
- Kansas State University, Manhattan, Kansas, USA
| | - A Ivanov
- Kansas State University, Manhattan, Kansas, USA
| | - K Kaadze
- Kansas State University, Manhattan, Kansas, USA
| | | | - D Kim
- Kansas State University, Manhattan, Kansas, USA
| | - Y Maravin
- Kansas State University, Manhattan, Kansas, USA
| | - K Nam
- Kansas State University, Manhattan, Kansas, USA
| | - J Natoli
- Kansas State University, Manhattan, Kansas, USA
| | - D Roy
- Kansas State University, Manhattan, Kansas, USA
| | | | - F Rebassoo
- Lawrence Livermore National Laboratory, Livermore, California, USA
| | - D Wright
- Lawrence Livermore National Laboratory, Livermore, California, USA
| | - E Adams
- University of Maryland, College Park, Maryland, USA
| | - A Baden
- University of Maryland, College Park, Maryland, USA
| | - O Baron
- University of Maryland, College Park, Maryland, USA
| | - A Belloni
- University of Maryland, College Park, Maryland, USA
| | - A Bethani
- University of Maryland, College Park, Maryland, USA
| | - Y M Chen
- University of Maryland, College Park, Maryland, USA
| | - S C Eno
- University of Maryland, College Park, Maryland, USA
| | - N J Hadley
- University of Maryland, College Park, Maryland, USA
| | - S Jabeen
- University of Maryland, College Park, Maryland, USA
| | - R G Kellogg
- University of Maryland, College Park, Maryland, USA
| | - T Koeth
- University of Maryland, College Park, Maryland, USA
| | - Y Lai
- University of Maryland, College Park, Maryland, USA
| | - S Lascio
- University of Maryland, College Park, Maryland, USA
| | - A C Mignerey
- University of Maryland, College Park, Maryland, USA
| | - S Nabili
- University of Maryland, College Park, Maryland, USA
| | - C Palmer
- University of Maryland, College Park, Maryland, USA
| | | | - M M Paranjpe
- University of Maryland, College Park, Maryland, USA
| | - L Wang
- University of Maryland, College Park, Maryland, USA
| | - K Wong
- University of Maryland, College Park, Maryland, USA
| | - J Bendavid
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - W Busza
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - I A Cali
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Y Chen
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - M D'Alfonso
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - J Eysermans
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - C Freer
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - G Gomez-Ceballos
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - M Goncharov
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - P Harris
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - D Hoang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - D Kovalskyi
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - J Krupa
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - L Lavezzo
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Y-J Lee
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - K Long
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - C Mironov
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - C Paus
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - D Rankin
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - C Roland
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - G Roland
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - S Rothman
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Z Shi
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - G S F Stephans
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - J Wang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Z Wang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - B Wyslouch
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - T J Yang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - B Crossman
- University of Minnesota, Minneapolis, Minnesota, USA
| | - B M Joshi
- University of Minnesota, Minneapolis, Minnesota, USA
| | - C Kapsiak
- University of Minnesota, Minneapolis, Minnesota, USA
| | - M Krohn
- University of Minnesota, Minneapolis, Minnesota, USA
| | - D Mahon
- University of Minnesota, Minneapolis, Minnesota, USA
| | - J Mans
- University of Minnesota, Minneapolis, Minnesota, USA
| | - B Marzocchi
- University of Minnesota, Minneapolis, Minnesota, USA
| | - S Pandey
- University of Minnesota, Minneapolis, Minnesota, USA
| | - M Revering
- University of Minnesota, Minneapolis, Minnesota, USA
| | - R Rusack
- University of Minnesota, Minneapolis, Minnesota, USA
| | - R Saradhy
- University of Minnesota, Minneapolis, Minnesota, USA
| | - N Schroeder
- University of Minnesota, Minneapolis, Minnesota, USA
| | - N Strobbe
- University of Minnesota, Minneapolis, Minnesota, USA
| | - M A Wadud
- University of Minnesota, Minneapolis, Minnesota, USA
| | - L M Cremaldi
- University of Mississippi, Oxford, Mississippi, USA
| | - K Bloom
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - M Bryson
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - D R Claes
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - C Fangmeier
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - F Golf
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - J Hossain
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - C Joo
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - I Kravchenko
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - I Reed
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - J E Siado
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - G R Snow
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - W Tabb
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - A Vagnerini
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - A Wightman
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - F Yan
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - D Yu
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | | | - G Agarwal
- State University of New York at Buffalo, Buffalo, New York, USA
| | - H Bandyopadhyay
- State University of New York at Buffalo, Buffalo, New York, USA
| | - L Hay
- State University of New York at Buffalo, Buffalo, New York, USA
| | - I Iashvili
- State University of New York at Buffalo, Buffalo, New York, USA
| | - A Kharchilava
- State University of New York at Buffalo, Buffalo, New York, USA
| | - C McLean
- State University of New York at Buffalo, Buffalo, New York, USA
| | - M Morris
- State University of New York at Buffalo, Buffalo, New York, USA
| | - D Nguyen
- State University of New York at Buffalo, Buffalo, New York, USA
| | - J Pekkanen
- State University of New York at Buffalo, Buffalo, New York, USA
| | - S Rappoccio
- State University of New York at Buffalo, Buffalo, New York, USA
| | - H Rejeb Sfar
- State University of New York at Buffalo, Buffalo, New York, USA
| | - A Williams
- State University of New York at Buffalo, Buffalo, New York, USA
| | - G Alverson
- Northeastern University, Boston, Massachusetts, USA
| | - E Barberis
- Northeastern University, Boston, Massachusetts, USA
| | - Y Haddad
- Northeastern University, Boston, Massachusetts, USA
| | - Y Han
- Northeastern University, Boston, Massachusetts, USA
| | - A Krishna
- Northeastern University, Boston, Massachusetts, USA
| | - J Li
- Northeastern University, Boston, Massachusetts, USA
| | - M Lu
- Northeastern University, Boston, Massachusetts, USA
| | - G Madigan
- Northeastern University, Boston, Massachusetts, USA
| | - D M Morse
- Northeastern University, Boston, Massachusetts, USA
| | - V Nguyen
- Northeastern University, Boston, Massachusetts, USA
| | - T Orimoto
- Northeastern University, Boston, Massachusetts, USA
| | - A Parker
- Northeastern University, Boston, Massachusetts, USA
| | - L Skinnari
- Northeastern University, Boston, Massachusetts, USA
| | | | - B Wang
- Northeastern University, Boston, Massachusetts, USA
| | - D Wood
- Northeastern University, Boston, Massachusetts, USA
| | | | - J Bueghly
- Northwestern University, Evanston, Illinois, USA
| | - Z Chen
- Northwestern University, Evanston, Illinois, USA
| | - K A Hahn
- Northwestern University, Evanston, Illinois, USA
| | - Y Liu
- Northwestern University, Evanston, Illinois, USA
| | - Y Miao
- Northwestern University, Evanston, Illinois, USA
| | - D G Monk
- Northwestern University, Evanston, Illinois, USA
| | - M H Schmitt
- Northwestern University, Evanston, Illinois, USA
| | - A Taliercio
- Northwestern University, Evanston, Illinois, USA
| | - M Velasco
- Northwestern University, Evanston, Illinois, USA
| | - R Band
- University of Notre Dame, Notre Dame, Indiana, USA
| | - R Bucci
- University of Notre Dame, Notre Dame, Indiana, USA
| | - S Castells
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Cremonesi
- University of Notre Dame, Notre Dame, Indiana, USA
| | - A Das
- University of Notre Dame, Notre Dame, Indiana, USA
| | - R Goldouzian
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Hildreth
- University of Notre Dame, Notre Dame, Indiana, USA
| | - K W Ho
- University of Notre Dame, Notre Dame, Indiana, USA
| | | | - C Jessop
- University of Notre Dame, Notre Dame, Indiana, USA
| | - K Lannon
- University of Notre Dame, Notre Dame, Indiana, USA
| | - J Lawrence
- University of Notre Dame, Notre Dame, Indiana, USA
| | - N Loukas
- University of Notre Dame, Notre Dame, Indiana, USA
| | - L Lutton
- University of Notre Dame, Notre Dame, Indiana, USA
| | - J Mariano
- University of Notre Dame, Notre Dame, Indiana, USA
| | - N Marinelli
- University of Notre Dame, Notre Dame, Indiana, USA
| | - I Mcalister
- University of Notre Dame, Notre Dame, Indiana, USA
| | - T McCauley
- University of Notre Dame, Notre Dame, Indiana, USA
| | - C Mcgrady
- University of Notre Dame, Notre Dame, Indiana, USA
| | - K Mohrman
- University of Notre Dame, Notre Dame, Indiana, USA
| | - C Moore
- University of Notre Dame, Notre Dame, Indiana, USA
| | - Y Musienko
- University of Notre Dame, Notre Dame, Indiana, USA
| | - H Nelson
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Osherson
- University of Notre Dame, Notre Dame, Indiana, USA
| | - R Ruchti
- University of Notre Dame, Notre Dame, Indiana, USA
| | - A Townsend
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Wayne
- University of Notre Dame, Notre Dame, Indiana, USA
| | - H Yockey
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Zarucki
- University of Notre Dame, Notre Dame, Indiana, USA
| | - L Zygala
- University of Notre Dame, Notre Dame, Indiana, USA
| | - A Basnet
- The Ohio State University, Columbus, Ohio, USA
| | - B Bylsma
- The Ohio State University, Columbus, Ohio, USA
| | - M Carrigan
- The Ohio State University, Columbus, Ohio, USA
| | - L S Durkin
- The Ohio State University, Columbus, Ohio, USA
| | - C Hill
- The Ohio State University, Columbus, Ohio, USA
| | - M Joyce
- The Ohio State University, Columbus, Ohio, USA
| | - A Lesauvage
- The Ohio State University, Columbus, Ohio, USA
| | | | - K Wei
- The Ohio State University, Columbus, Ohio, USA
| | - B L Winer
- The Ohio State University, Columbus, Ohio, USA
| | - B R Yates
- The Ohio State University, Columbus, Ohio, USA
| | - F M Addesa
- Princeton University, Princeton, New Jersey, USA
| | | | - P Das
- Princeton University, Princeton, New Jersey, USA
| | - G Dezoort
- Princeton University, Princeton, New Jersey, USA
| | - P Elmer
- Princeton University, Princeton, New Jersey, USA
| | | | - B Greenberg
- Princeton University, Princeton, New Jersey, USA
| | - N Haubrich
- Princeton University, Princeton, New Jersey, USA
| | | | - G Kopp
- Princeton University, Princeton, New Jersey, USA
| | - S Kwan
- Princeton University, Princeton, New Jersey, USA
| | - D Lange
- Princeton University, Princeton, New Jersey, USA
| | - A Loeliger
- Princeton University, Princeton, New Jersey, USA
| | - D Marlow
- Princeton University, Princeton, New Jersey, USA
| | - I Ojalvo
- Princeton University, Princeton, New Jersey, USA
| | - J Olsen
- Princeton University, Princeton, New Jersey, USA
| | - D Stickland
- Princeton University, Princeton, New Jersey, USA
| | - C Tully
- Princeton University, Princeton, New Jersey, USA
| | - S Malik
- University of Puerto Rico, Mayaguez, Puerto Rico, USA
| | - A S Bakshi
- Purdue University, West Lafayette, Indiana, USA
| | - V E Barnes
- Purdue University, West Lafayette, Indiana, USA
| | - S Chandra
- Purdue University, West Lafayette, Indiana, USA
| | - R Chawla
- Purdue University, West Lafayette, Indiana, USA
| | - S Das
- Purdue University, West Lafayette, Indiana, USA
| | - A Gu
- Purdue University, West Lafayette, Indiana, USA
| | - L Gutay
- Purdue University, West Lafayette, Indiana, USA
| | - M Jones
- Purdue University, West Lafayette, Indiana, USA
| | - A W Jung
- Purdue University, West Lafayette, Indiana, USA
| | | | - A M Koshy
- Purdue University, West Lafayette, Indiana, USA
| | - M Liu
- Purdue University, West Lafayette, Indiana, USA
| | - G Negro
- Purdue University, West Lafayette, Indiana, USA
| | | | - G Paspalaki
- Purdue University, West Lafayette, Indiana, USA
| | - S Piperov
- Purdue University, West Lafayette, Indiana, USA
| | - A Purohit
- Purdue University, West Lafayette, Indiana, USA
| | - J F Schulte
- Purdue University, West Lafayette, Indiana, USA
| | | | - J Thieman
- Purdue University, West Lafayette, Indiana, USA
| | - A K Virdi
- Purdue University, West Lafayette, Indiana, USA
| | - F Wang
- Purdue University, West Lafayette, Indiana, USA
| | - W Xie
- Purdue University, West Lafayette, Indiana, USA
| | - J Dolen
- Purdue University Northwest, Hammond, Indiana, USA
| | - N Parashar
- Purdue University Northwest, Hammond, Indiana, USA
| | - A Pathak
- Purdue University Northwest, Hammond, Indiana, USA
| | - D Acosta
- Rice University, Houston, Texas, USA
| | - A Baty
- Rice University, Houston, Texas, USA
| | | | - S Dildick
- Rice University, Houston, Texas, USA
| | | | | | - S Freed
- Rice University, Houston, Texas, USA
| | - P Gardner
- Rice University, Houston, Texas, USA
| | | | - A Kumar
- Rice University, Houston, Texas, USA
| | - W Li
- Rice University, Houston, Texas, USA
| | | | | | - R Redjimi
- Rice University, Houston, Texas, USA
| | - J Rotter
- Rice University, Houston, Texas, USA
| | | | - Y Zhang
- Rice University, Houston, Texas, USA
| | - A Bodek
- University of Rochester, Rochester, New York, USA
| | - P de Barbaro
- University of Rochester, Rochester, New York, USA
| | - R Demina
- University of Rochester, Rochester, New York, USA
| | - J L Dulemba
- University of Rochester, Rochester, New York, USA
| | - C Fallon
- University of Rochester, Rochester, New York, USA
| | | | - O Hindrichs
- University of Rochester, Rochester, New York, USA
| | | | - P Parygin
- University of Rochester, Rochester, New York, USA
| | - E Popova
- University of Rochester, Rochester, New York, USA
| | - R Taus
- University of Rochester, Rochester, New York, USA
| | | | - K Goulianos
- The Rockefeller University, New York, New York, USA
| | - B Chiarito
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - J P Chou
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - Y Gershtein
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - E Halkiadakis
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - A Hart
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - M Heindl
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - D Jaroslawski
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - O Karacheban
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - I Laflotte
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - A Lath
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - R Montalvo
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - K Nash
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - H Routray
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Salur
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Schnetzer
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Somalwar
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - R Stone
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S A Thayil
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Thomas
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - J Vora
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - H Wang
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - H Acharya
- University of Tennessee, Knoxville, Tennessee, USA
| | - D Ally
- University of Tennessee, Knoxville, Tennessee, USA
| | - A G Delannoy
- University of Tennessee, Knoxville, Tennessee, USA
| | - S Fiorendi
- University of Tennessee, Knoxville, Tennessee, USA
| | - T Holmes
- University of Tennessee, Knoxville, Tennessee, USA
| | | | - L Lee
- University of Tennessee, Knoxville, Tennessee, USA
| | - E Nibigira
- University of Tennessee, Knoxville, Tennessee, USA
| | - S Spanier
- University of Tennessee, Knoxville, Tennessee, USA
| | - D Aebi
- Texas A&M University, College Station, Texas, USA
| | - M Ahmad
- Texas A&M University, College Station, Texas, USA
| | - O Bouhali
- Texas A&M University, College Station, Texas, USA
| | - M Dalchenko
- Texas A&M University, College Station, Texas, USA
| | - R Eusebi
- Texas A&M University, College Station, Texas, USA
| | - J Gilmore
- Texas A&M University, College Station, Texas, USA
| | - T Huang
- Texas A&M University, College Station, Texas, USA
| | - T Kamon
- Texas A&M University, College Station, Texas, USA
| | - H Kim
- Texas A&M University, College Station, Texas, USA
| | - S Luo
- Texas A&M University, College Station, Texas, USA
| | - S Malhotra
- Texas A&M University, College Station, Texas, USA
| | - R Mueller
- Texas A&M University, College Station, Texas, USA
| | - D Overton
- Texas A&M University, College Station, Texas, USA
| | - D Rathjens
- Texas A&M University, College Station, Texas, USA
| | - A Safonov
- Texas A&M University, College Station, Texas, USA
| | - N Akchurin
- Texas Tech University, Lubbock, Texas, USA
| | - J Damgov
- Texas Tech University, Lubbock, Texas, USA
| | - V Hegde
- Texas Tech University, Lubbock, Texas, USA
| | - A Hussain
- Texas Tech University, Lubbock, Texas, USA
| | | | | | - S W Lee
- Texas Tech University, Lubbock, Texas, USA
| | - A Mankel
- Texas Tech University, Lubbock, Texas, USA
| | - T Mengke
- Texas Tech University, Lubbock, Texas, USA
| | | | - T Peltola
- Texas Tech University, Lubbock, Texas, USA
| | | | - A Whitbeck
- Texas Tech University, Lubbock, Texas, USA
| | - E Appelt
- Vanderbilt University, Nashville, Tennessee, USA
| | - S Greene
- Vanderbilt University, Nashville, Tennessee, USA
| | - A Gurrola
- Vanderbilt University, Nashville, Tennessee, USA
| | - W Johns
- Vanderbilt University, Nashville, Tennessee, USA
| | | | - A Melo
- Vanderbilt University, Nashville, Tennessee, USA
| | - F Romeo
- Vanderbilt University, Nashville, Tennessee, USA
| | - P Sheldon
- Vanderbilt University, Nashville, Tennessee, USA
| | - S Tuo
- Vanderbilt University, Nashville, Tennessee, USA
| | - J Velkovska
- Vanderbilt University, Nashville, Tennessee, USA
| | | | - B Cardwell
- University of Virginia, Charlottesville, Virginia, USA
| | - B Cox
- University of Virginia, Charlottesville, Virginia, USA
| | - J Hakala
- University of Virginia, Charlottesville, Virginia, USA
| | - R Hirosky
- University of Virginia, Charlottesville, Virginia, USA
| | - A Ledovskoy
- University of Virginia, Charlottesville, Virginia, USA
| | - A Li
- University of Virginia, Charlottesville, Virginia, USA
| | - C Neu
- University of Virginia, Charlottesville, Virginia, USA
| | | | - P E Karchin
- Wayne State University, Detroit, Michigan, USA
| | - A Aravind
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - S Banerjee
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - K Black
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - T Bose
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - S Dasu
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - I De Bruyn
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - P Everaerts
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - C Galloni
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - H He
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - M Herndon
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Herve
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - C K Koraka
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Lanaro
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - R Loveless
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | | | - A Mallampalli
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Mohammadi
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - S Mondal
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - G Parida
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - D Pinna
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Savin
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - V Shang
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - V Sharma
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - W H Smith
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - D Teague
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - H F Tsoi
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - W Vetens
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Warden
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - S Afanasiev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Andreev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - Yu Andreev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - T Aushev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Azarkin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Babaev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Belyaev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Blinov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - E Boos
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Borshch
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - D Budkouski
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Bunichev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Chekhovsky
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - R Chistov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Danilov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Dermenev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - T Dimova
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - D Druzhkin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Dubinin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - L Dudko
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - G Gavrilov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Gavrilov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Gninenko
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Golovtcov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - N Golubev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - I Golutvin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - I Gorbunov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Gribushin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - Y Ivanov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Kachanov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - L Kardapoltsev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Karjavine
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Karneyeu
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Kim
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Kirakosyan
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - D Kirpichnikov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Kirsanov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Klyukhin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - O Kodolova
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - D Konstantinov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Korenkov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Kozyrev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - N Krasnikov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Lanev
- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Makarenko
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Malakhov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Matveev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Murzin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Nikitenko
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Obraztsov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Oreshkin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Palichik
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Perelygin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Petrushanko
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Polikarpov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Popov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - O Radchenko
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Savina
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Savrin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Shalaev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Shmatov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Shulha
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - Y Skovpen
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Slabospitskii
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Smirnov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Snigirev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - D Sosnov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Sulimov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - E Tcherniaev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Terkulov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - O Teryaev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - I Tlisova
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Toropin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - L Uvarov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Uzunian
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Vorobyev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - N Voytishin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - B S Yuldashev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Zarubin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - I Zhizhin
- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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Hayrapetyan A, Tumasyan A, Adam W, Andrejkovic JW, Bergauer T, Chatterjee S, Damanakis K, Dragicevic M, Escalante Del Valle A, Hussain PS, Jeitler M, Krammer N, Liko D, Mikulec I, Schieck J, Schöfbeck R, Schwarz D, Sonawane M, Templ S, Waltenberger W, Wulz CE, Darwish MR, Janssen T, Van Mechelen P, Bols ES, D'Hondt J, Dansana S, De Moor A, Delcourt M, El Faham H, Lowette S, Makarenko I, Müller D, Sahasransu AR, Tavernier S, Tytgat M, Van Putte S, Vannerom D, Clerbaux B, De Lentdecker G, Favart L, Hohov D, Jaramillo J, Khalilzadeh A, Lee K, Mahdavikhorrami M, Malara A, Paredes S, Pétré L, Postiau N, Thomas L, Vanden Bemden M, Vander Velde C, Vanlaer P, De Coen M, Dobur D, Hong Y, Knolle J, Lambrecht L, Mestdach G, Rendón C, Samalan A, Skovpen K, Van Den Bossche N, Wezenbeek L, Benecke A, Bruno G, Caputo C, Delaere C, Donertas IS, Giammanco A, Jaffel K, Jain S, Lemaitre V, Lidrych J, Mastrapasqua P, Mondal K, Tran TT, Wertz S, Alves GA, Coelho E, Hensel C, Menezes De Oliveira T, Moraes A, Rebello Teles P, Soeiro M, Aldá Júnior WL, Alves Gallo Pereira M, Barroso Ferreira Filho M, Brandao Malbouisson H, Carvalho W, Chinellato J, Da Costa EM, Da Silveira GG, De Jesus Damiao D, Fonseca De Souza S, Martins J, Mora Herrera C, Mota Amarilo K, Mundim L, Nogima H, Santoro A, Silva Do Amaral SM, Sznajder A, Thiel M, Vilela Pereira A, Bernardes CA, Calligaris L, Tomei TRFP, Gregores EM, Mercadante PG, Novaes SF, Orzari B, Padula SS, Aleksandrov A, Antchev G, Hadjiiska R, Iaydjiev P, Misheva M, Shopova M, Sultanov G, Dimitrov A, Ivanov T, Litov L, Pavlov B, Petkov P, Petrov A, Shumka E, Keshri S, Thakur S, Cheng T, Guo Q, Javaid T, Mittal M, Yuan L, Bauer G, Chen J, Gu J, Hu Z, Liu J, Wang X, Wen H, Yi K, Zhang J, Chen GM, Chen HS, Chen M, Iemmi F, Jiang CH, Kapoor A, Liao H, Liu ZA, Monti F, Sharma R, Song JN, Tao J, Wang C, Wang J, Wang Z, Zhang H, Agapitos A, Ban Y, Levin A, Li C, Li Q, Lyu X, Mao Y, Qian SJ, Sun X, Wang D, Yang H, Zhou C, You Z, Lu N, Gao X, Leggat D, Okawa H, Zhang Y, Lin Z, Lu C, Xiao M, Avila C, Barbosa Trujillo DA, Cabrera A, Florez C, Fraga J, Reyes Vega JA, Mejia Guisao J, Ramirez F, Rodriguez M, Ruiz Alvarez JD, Giljanovic D, Godinovic N, Lelas D, Sculac A, Kovac M, Sculac T, Bargassa P, Brigljevic V, Chitroda BK, Ferencek D, Mishra S, Starodumov A, Susa T, Attikis A, Christoforou K, Konstantinou S, Mousa J, Nicolaou C, Ptochos F, Razis PA, Rykaczewski H, Saka H, Stepennov A, Finger M, Finger M, Kveton A, Ayala E, Carrera Jarrin E, Abdelalim AA, Salama E, Abdullah Al-Mashad M, Mahmoud MA, Dewanjee RK, Ehataht K, Kadastik M, Lange T, Nandan S, Nielsen C, Pata J, Raidal M, Tani L, Veelken C, Kirschenmann H, Osterberg K, Voutilainen M, Bharthuar S, Brücken E, Garcia F, Havukainen J, Kallonen KTS, Kim MS, Kinnunen R, Lampén T, Lassila-Perini K, Lehti S, Lindén T, Lotti M, Martikainen L, Myllymäki M, Rantanen MM, Siikonen H, Tuominen E, Tuominiemi J, Luukka P, Petrow H, Tuuva T, Besancon M, Couderc F, Dejardin M, Denegri D, Faure JL, Ferri F, Ganjour S, Gras P, Hamel de Monchenault G, Lohezic V, Malcles J, Rander J, Rosowsky A, Sahin MÖ, Savoy-Navarro A, Simkina P, Titov M, Baldenegro Barrera C, Beaudette F, Buchot Perraguin A, Busson P, Cappati A, Charlot C, Damas F, Davignon O, Falmagne G, Fontana Santos Alves BA, Ghosh S, Gilbert A, Granier de Cassagnac R, Hakimi A, Harikrishnan B, Kalipoliti L, Liu G, Motta J, Nguyen M, Ochando C, Portales L, Salerno R, Sarkar U, Sauvan JB, Sirois Y, Tarabini A, Vernazza E, Zabi A, Zghiche A, Agram JL, Andrea J, Apparu D, Bloch D, Brom JM, Chabert EC, Collard C, Falke S, Goerlach U, Grimault C, Haeberle R, Le Bihan AC, Sessini MA, Van Hove P, Beauceron S, Blancon B, Boudoul G, Chanon N, Choi J, Contardo D, Depasse P, Dozen C, El Mamouni H, Fay J, Gascon S, Gouzevitch M, Greenberg C, Grenier G, Ille B, Laktineh IB, Lethuillier M, Mirabito L, Perries S, Vander Donckt M, Verdier P, Xiao J, Lomidze I, Toriashvili T, Tsamalaidze Z, Botta V, Feld L, Klein K, Lipinski M, Meuser D, Pauls A, Röwert N, Teroerde M, Diekmann S, Dodonova A, Eich N, Eliseev D, Engelke F, Erdmann M, Fackeldey P, Fischer B, Hebbeker T, Hoepfner K, Ivone F, Jung A, Lee MY, Mastrolorenzo L, Merschmeyer M, Meyer A, Mukherjee S, Noll D, Novak A, Nowotny F, Pozdnyakov A, Rath Y, Redjeb W, Rehm F, Reithler H, Sarkisovi V, Schmidt A, Schuler SC, Sharma A, Stein A, Torres Da Silva De Araujo F, Vigilante L, Wiedenbeck S, Zaleski S, Dziwok C, Flügge G, Haj Ahmad W, Kress T, Nowack A, Pooth O, Stahl A, Ziemons T, Zotz A, Aarup Petersen H, Aldaya Martin M, Alimena J, Amoroso S, An Y, Baxter S, Bayatmakou M, Becerril Gonzalez H, Behnke O, Belvedere A, Bhattacharya S, Blekman F, Borras K, Brunner D, Campbell A, Cardini A, Cheng C, Colombina F, Consuegra Rodríguez S, Correia Silva G, De Silva M, Eckerlin G, Eckstein D, Estevez Banos LI, Filatov O, Gallo E, Geiser A, Giraldi A, Greau G, Guglielmi V, Guthoff M, Hinzmann A, Jafari A, Jeppe L, Jomhari NZ, Kaech B, Kasemann M, Kaveh H, Kleinwort C, Kogler R, Komm M, Krücker D, Lange W, Leyva Pernia D, Lipka K, Lohmann W, Mankel R, Melzer-Pellmann IA, Mendizabal Morentin M, Metwally J, Meyer AB, Milella G, Mussgiller A, Nürnberg A, Otarid Y, Pérez Adán D, Ranken E, Raspereza A, Ribeiro Lopes B, Rübenach J, Saggio A, Scham M, Scheurer V, Schnake S, Schütze P, Schwanenberger C, Shchedrolosiev M, Sosa Ricardo RE, Sreelatha Pramod LP, Stafford D, Vazzoler F, Ventura Barroso A, Walsh R, Wang Q, Wen Y, Wichmann K, Wiens L, Wissing C, Wuchterl S, Yang Y, Zimermmane Castro Santos A, Albrecht A, Albrecht S, Antonello M, Bein S, Benato L, Bonanomi M, Connor P, Eich M, El Morabit K, Fischer Y, Fröhlich A, Garbers C, Garutti E, Grohsjean A, Hajheidari M, Haller J, Jabusch HR, Kasieczka G, Keicher P, Klanner R, Korcari W, Kramer T, Kutzner V, Labe F, Lange J, Lobanov A, Matthies C, Mehta A, Moureaux L, Mrowietz M, Nigamova A, Nissan Y, Paasch A, Pena Rodriguez KJ, Quadfasel T, Raciti B, Rieger M, Savoiu D, Schindler J, Schleper P, Schröder M, Schwandt J, Sommerhalder M, Stadie H, Steinbrück G, Tews A, Wolf M, Brommer S, Burkart M, Butz E, Chwalek T, Dierlamm A, Droll A, Faltermann N, Giffels M, Gottmann A, Hartmann F, Horzela M, Husemann U, Klute M, Koppenhöfer R, Link M, Lintuluoto A, Maier S, Mitra S, Mormile M, Müller T, Neukum M, Oh M, Quast G, Rabbertz K, Shvetsov I, Simonis HJ, Trevisani N, Ulrich R, van der Linden J, Von Cube RF, Wassmer M, Wieland S, Wittig F, Wolf R, Wunsch S, Zuo X, Anagnostou G, Assiouras P, Daskalakis G, Kyriakis A, Papadopoulos A, Stakia A, Karasavvas D, Kontaxakis P, Melachroinos G, Panagiotou A, Papavergou I, Paraskevas I, Saoulidou N, Theofilatos K, Tziaferi E, Vellidis K, Zisopoulos I, Bakas G, Chatzistavrou T, Karapostoli G, Kousouris K, Papakrivopoulos I, Siamarkou E, Tsipolitis G, Zacharopoulou A, Adamidis K, Bestintzanos I, Evangelou I, Foudas C, Gianneios P, Kamtsikis C, Katsoulis P, Kokkas P, Kosmoglou Kioseoglou PG, Manthos N, Papadopoulos I, Strologas J, Csanád M, Farkas K, Gadallah MMA, Kadlecsik Á, Major P, Mandal K, Pásztor G, Rádl AJ, Veres GI, Bartók M, Hajdu C, Horvath D, Sikler F, Veszpremi V, Bencze G, Czellar S, Karancsi J, Molnar J, Szillasi Z, Raics P, Ujvari B, Zilizi G, Csorgo T, Nemes F, Novak T, Babbar J, Bansal S, Beri SB, Bhatnagar V, Chaudhary G, Chauhan S, Dhingra N, Gupta R, Kaur A, Kaur A, Kaur H, Kaur M, Kumar S, Kumari P, Meena M, Sandeep K, Sheokand T, Singh JB, Singla A, Ahmed A, Bhardwaj A, Chhetri A, Choudhary BC, Kumar A, Naimuddin M, Ranjan K, Saumya S, Baradia S, Barman S, Bhattacharya S, Bhowmik D, Dutta S, Dutta S, Gomber B, Palit P, Saha G, Sahu B, Sarkar S, Behera PK, Behera SC, Chatterjee S, Jana P, Kalbhor P, Komaragiri JR, Kumar D, Ameen MMM, Panwar L, Pradhan R, Pujahari PR, Saha NR, Sharma A, Sikdar AK, Verma S, Aziz T, Das I, Dugad S, Kumar M, Mohanty GB, Suryadevara P, Bala A, Banerjee S, Chatterjee RM, Guchait M, Karmakar S, Kumar S, Majumder G, Mazumdar K, Mukherjee S, Thachayath A, Bahinipati S, Das AK, Kar C, Maity D, Mal P, Mishra T, Muraleedharan Nair Bindhu VK, Naskar K, Nayak A, Sadangi P, Saha P, Swain SK, Varghese S, Vats D, Alpana A, Dube S, Kansal B, Laha A, Rastogi A, Sharma S, Bakhshiansohi H, Khazaie E, Zeinali M, Chenarani S, Etesami SM, Khakzad M, Mohammadi Najafabadi M, Grunewald M, Abbrescia M, Aly R, Colaleo A, Creanza D, D Anzi B, De Filippis N, De Palma M, Di Florio A, Elmetenawee W, Fiore L, Iaselli G, Maggi G, Maggi M, Margjeka I, Mastrapasqua V, My S, Nuzzo S, Pellecchia A, Pompili A, Pugliese G, Radogna R, Ramirez-Sanchez G, Ramos D, Ranieri A, Silvestris L, Simone FM, Sözbilir Ü, Stamerra A, Venditti R, Verwilligen P, Zaza A, Abbiendi G, Battilana C, Bonacorsi D, Borgonovi L, Campanini R, Capiluppi P, Castro A, Cavallo FR, Cuffiani M, Dallavalle GM, Diotalevi T, Fabbri F, Fanfani A, Fasanella D, Giacomelli P, Giommi L, Grandi C, Guiducci L, Lo Meo S, Lunerti L, Marcellini S, Masetti G, Navarria FL, Perrotta A, Primavera F, Rossi AM, Rovelli T, Costa S, Di Mattia A, Potenza R, Tricomi A, Tuve C, Barbagli G, Bardelli G, Camaiani B, Cassese A, Ceccarelli R, Ciulli V, Civinini C, D'Alessandro R, Focardi E, Latino G, Lenzi P, Lizzo M, Meschini M, Paoletti S, Papanastassiou A, Sguazzoni G, Viliani L, Benussi L, Bianco S, Meola S, Piccolo D, Chatagnon P, Ferro F, Robutti E, Tosi S, Benaglia A, Boldrini G, Brivio F, Cetorelli F, De Guio F, Dinardo ME, Dini P, Gennai S, Ghezzi A, Govoni P, Guzzi L, Lucchini MT, Malberti M, Malvezzi S, Massironi A, Menasce D, Moroni L, Paganoni M, Pedrini D, Pinolini BS, Ragazzi S, Redaelli N, Tabarelli de Fatis T, Zuolo D, Buontempo S, Cagnotta A, Carnevali F, Cavallo N, De Iorio A, Fabozzi F, Iorio AOM, Lista L, Paolucci P, Rossi B, Sciacca C, Ardino R, Azzi P, Bacchetta N, Bortignon P, Bragagnolo A, Carlin R, Checchia P, Dorigo T, Gasparini F, Gasparini U, Grosso G, Layer L, Lusiani E, Margoni M, Meneguzzo AT, Migliorini M, Montecassiano F, Pazzini J, Ronchese P, Rossin R, Simonetto F, Strong G, Tosi M, Triossi A, Ventura S, Yarar H, Zanetti M, Zotto P, Zucchetta A, Zumerle G, Abu Zeid S, Aimè C, Braghieri A, Calzaferri S, Fiorina D, Montagna P, Re V, Riccardi C, Salvini P, Vai I, Vitulo P, Ajmal S, Asenov P, Bilei GM, Ciangottini D, Fanò L, Magherini M, Mantovani G, Mariani V, Menichelli M, Moscatelli F, Piccinelli A, Presilla M, Rossi A, Santocchia A, Spiga D, Tedeschi T, Azzurri P, Bagliesi G, Bhattacharya R, Bianchini L, Boccali T, Bossini E, Bruschini D, Castaldi R, Ciocci MA, Cipriani M, D'Amante V, Dell'Orso R, Donato S, Giassi A, Ligabue F, Matos Figueiredo D, Messineo A, Musich M, Palla F, Parolia S, Rizzi A, Rolandi G, Roy Chowdhury S, Sarkar T, Scribano A, Spagnolo P, Tenchini R, Tonelli G, Turini N, Venturi A, Verdini PG, Barria P, Campana M, Cavallari F, Cunqueiro Mendez L, Del Re D, Di Marco E, Diemoz M, Errico F, Longo E, Meridiani P, Mijuskovic J, Organtini G, Pandolfi F, Paramatti R, Quaranta C, Rahatlou S, Rovelli C, Santanastasio F, Soffi L, Tramontano R, Amapane N, Arcidiacono R, Argiro S, Arneodo M, Bartosik N, Bellan R, Bellora A, Biino C, Cartiglia N, Costa M, Covarelli R, Demaria N, Finco L, Grippo M, Kiani B, Legger F, Luongo F, Mariotti C, Maselli S, Mecca A, Migliore E, Monteno M, Mulargia R, Obertino MM, Ortona G, Pacher L, Pastrone N, Pelliccioni M, Ruspa M, Siviero F, Sola V, Solano A, Soldi D, Staiano A, Tarricone C, Tornago M, Trocino D, Umoret G, Vagnerini A, Vlasov E, Belforte S, Candelise V, Casarsa M, Cossutti F, De Leo K, Della Ricca G, Dogra S, Hong J, Huh C, Kim B, Kim DH, Kim J, Lee H, Lee SW, Moon CS, Oh YD, Pak SI, Ryu MS, Sekmen S, Yang YC, Bak G, Gwak P, Kim H, Moon DH, Asilar E, Kim D, Kim TJ, Merlin JA, Park J, Choi S, Han S, Hong B, Lee K, Lee KS, Park J, Park SK, Yoo J, Goh J, Kim HS, Kim Y, Lee S, Almond J, Bhyun JH, Choi J, Jeon S, Jun W, Kim J, Kim JS, Ko S, Kwon H, Lee H, Lee J, Lee J, Lee S, Oh BH, Oh SB, Seo H, Yang UK, Yoon I, Jang W, Kang DY, Kang Y, Kim S, Ko B, Lee JSH, Lee Y, Park IC, Roh Y, Watson IJ, Yang S, Ha S, Yoo HD, Choi M, Kim MR, Lee H, Lee Y, Yu I, Beyrouthy T, Maghrbi Y, Dreimanis K, Gaile A, Pikurs G, Potrebko A, Seidel M, Veckalns V, Strautnieks NR, Ambrozas M, Juodagalvis A, Rinkevicius A, Tamulaitis G, Bin Norjoharuddeen N, Yusuff I, Zolkapli Z, Benitez JF, Castaneda Hernandez A, Encinas Acosta HA, Gallegos Maríñez LG, León Coello M, Murillo Quijada JA, Sehrawat A, Valencia Palomo L, Ayala G, Castilla-Valdez H, De La Cruz-Burelo E, Heredia-De La Cruz I, Lopez-Fernandez R, Mondragon Herrera CA, Sánchez Hernández A, Oropeza Barrera C, Ramírez García M, Bautista I, Pedraza I, Salazar Ibarguen HA, Uribe Estrada C, Bubanja I, Raicevic N, Butler PH, Ahmad A, Asghar MI, Awais A, Awan MIM, Hoorani HR, Khan WA, Avati V, Grzanka L, Malawski M, Bialkowska H, Bluj M, Boimska B, Górski M, Kazana M, Szleper M, Zalewski P, Bunkowski K, Doroba K, Kalinowski A, Konecki M, Krolikowski J, Muhammad A, Araujo M, Bastos D, Beirão Da Cruz E Silva C, Boletti A, Bozzo M, Faccioli P, Gallinaro M, Hollar J, Leonardo N, Niknejad T, Pisano M, Seixas J, Varela J, Adzic P, Milenovic P, Dordevic M, Milosevic J, Rekovic V, Aguilar-Benitez M, Alcaraz Maestre J, Barrio Luna M, Bedoya CF, Cepeda M, Cerrada M, Colino N, De La Cruz B, Delgado Peris A, Fernández Del Val D, Fernández Ramos JP, Flix J, Fouz MC, Gonzalez Lopez O, Goy Lopez S, Hernandez JM, Josa MI, León Holgado J, Moran D, Morcillo Perez CM, Navarro Tobar Á, Perez Dengra C, Pérez-Calero Yzquierdo A, Puerta Pelayo J, Redondo I, Redondo Ferrero DD, Romero L, Sánchez Navas S, Urda Gómez L, Vazquez Escobar J, Willmott C, de Trocóniz JF, Alvarez Gonzalez B, Cuevas J, Fernandez Menendez J, Folgueras S, Gonzalez Caballero I, González Fernández JR, Palencia Cortezon E, Ramón Álvarez C, Rodríguez Bouza V, Soto Rodríguez A, Trapote A, Vico Villalba C, Vischia P, Blanco Fernández S, Brochero Cifuentes JA, Cabrillo IJ, Calderon A, Duarte Campderros J, Fernandez M, Fernandez Madrazo C, Gomez G, Lasaosa García C, Martinez Rivero C, Martinez Ruiz Del Arbol P, Matorras F, Matorras Cuevas P, Navarrete Ramos E, Piedra Gomez J, Prieels C, Scodellaro L, Vila I, Vizan Garcia JM, Jayananda MK, Kailasapathy B, Sonnadara DUJ, Wickramarathna DDC, Dharmaratna WGD, Liyanage K, Perera N, Wickramage N, Abbaneo D, Amendola C, Auffray E, Auzinger G, Baechler J, Barney D, Bermúdez Martínez A, Bianco M, Bilin B, Bin Anuar AA, Bocci A, Brondolin E, Caillol C, Camporesi T, Cerminara G, Chernyavskaya N, d'Enterria D, Dabrowski A, David A, De Roeck A, Defranchis MM, Deile M, Dobson M, Fallavollita F, Forthomme L, Franzoni G, Funk W, Giani S, Gigi D, Gill K, Glege F, Gouskos L, Haranko M, Hegeman J, Innocente V, James T, Janot P, Kieseler J, Laurila S, Lecoq P, Leutgeb E, Lourenço C, Maier B, Malgeri L, Mannelli M, Marini AC, Meijers F, Mersi S, Meschi E, Milosevic V, Moortgat F, Mulders M, Orfanelli S, Pantaleo F, Peruzzi M, Petrilli A, Petrucciani G, Pfeiffer A, Pierini M, Piparo D, Qu H, Rabady D, Reales Gutiérrez G, Rovere M, Sakulin H, Scarfi S, Selvaggi M, Sharma A, Shchelina K, Silva P, Sphicas P, Stahl Leiton AG, Steen A, Summers S, Treille D, Tropea P, Tsirou A, Walter D, Wanczyk J, Wozniak KA, Zehetner P, Zejdl P, Zeuner WD, Bevilacqua T, Caminada L, Ebrahimi A, Erdmann W, Horisberger R, Ingram Q, Kaestli HC, Kotlinski D, Lange C, Missiroli M, Noehte L, Rohe T, Aarrestad TK, Androsov K, Backhaus M, Calandri A, Cazzaniga C, Datta K, De Cosa A, Dissertori G, Dittmar M, Donegà M, Eble F, Galli M, Gedia K, Glessgen F, Grab C, Hits D, Lustermann W, Lyon AM, Manzoni RA, Marchegiani M, Marchese L, Martin Perez C, Mascellani A, Nessi-Tedaldi F, Pauss F, Perovic V, Pigazzini S, Ratti MG, Reichmann M, Reissel C, Reitenspiess T, Ristic B, Riti F, Ruini D, Sanz Becerra DA, Seidita R, Steggemann J, Valsecchi D, Wallny R, Amsler C, Bärtschi P, Botta C, Brzhechko D, Canelli MF, Cormier K, De Wit A, Del Burgo R, Heikkilä JK, Huwiler M, Jin W, Jofrehei A, Kilminster B, Leontsinis S, Liechti SP, Macchiolo A, Meiring P, Mikuni VM, Molinatti U, Neutelings I, Reimers A, Robmann P, Sanchez Cruz S, Schweiger K, Senger M, Takahashi Y, Adloff C, Kuo CM, Lin W, Rout PK, Tiwari PC, Yu SS, Ceard L, Chao Y, Chen KF, Chen PS, Chen ZG, Hou WS, Hsu TH, Kao YW, Khurana R, Kole G, Li YY, Lu RS, Paganis E, Psallidas A, Su XF, Thomas-Wilsker J, Wu HY, Yazgan E, Asawatangtrakuldee C, Srimanobhas N, Wachirapusitanand V, Agyel D, Boran F, Demiroglu ZS, Dolek F, Dumanoglu I, Eskut E, Guler Y, Gurpinar Guler E, Isik C, Kara O, Kayis Topaksu A, Kiminsu U, Onengut G, Ozdemir K, Polatoz A, Tali B, Tok UG, Turkcapar S, Uslan E, Zorbakir IS, Ocalan K, Yalvac M, Akgun B, Atakisi IO, Gülmez E, Kaya M, Kaya O, Tekten S, Cakir A, Cankocak K, Komurcu Y, Sen S, Aydilek O, Cerci S, Epshteyn V, Hacisahinoglu B, Hos I, Isildak B, Kaynak B, Ozkorucuklu S, Potok O, Sert H, Simsek C, Sunar Cerci D, Zorbilmez C, Boyaryntsev A, Grynyov B, Levchuk L, Anthony D, Brooke JJ, Bundock A, Bury F, Clement E, Cussans D, Flacher H, Glowacki M, Goldstein J, Heath HF, Kreczko L, Krikler B, Paramesvaran S, Seif El Nasr-Storey S, Smith VJ, Stylianou N, Walkingshaw Pass K, White R, Ball AH, Bell KW, Belyaev A, Brew C, Brown RM, Cockerill DJA, Cooke C, Ellis KV, Harder K, Harper S, Holmberg ML, Jain S, Linacre J, Manolopoulos K, Newbold DM, Olaiya E, Petyt D, Reis T, Salvi G, Schuh T, Shepherd-Themistocleous CH, Tomalin IR, Williams T, Bainbridge R, Bloch P, Brown CE, Buchmuller O, Cacchio V, Carrillo Montoya CA, Chahal GS, Colling D, Dancu JS, Dauncey P, Davies G, Davies J, Della Negra M, Fayer S, Fedi G, Hall G, Hassanshahi MH, Howard A, Iles G, Knight M, Langford J, Lyons L, Magnan AM, Malik S, Martelli A, Mieskolainen M, Nash J, Pesaresi M, Radburn-Smith BC, Richards A, Rose A, Seez C, Shukla R, Tapper A, Uchida K, Uttley GP, Vage LH, Virdee T, Vojinovic M, Wardle N, Winterbottom D, Coldham K, Cole JE, Khan A, Kyberd P, Reid ID, Abdullin S, Brinkerhoff A, Caraway B, Dittmann J, Hatakeyama K, Hiltbrand J, Kanuganti AR, McMaster B, Saunders M, Sawant S, Sutantawibul C, Toms M, Wilson J, Bartek R, Dominguez A, Huerta Escamilla C, Simsek AE, Uniyal R, Vargas Hernandez AM, Chudasama R, Cooper SI, Gleyzer SV, Perez CU, Rumerio P, Usai E, West C, Yi R, Akpinar A, Albert A, Arcaro D, Cosby C, Demiragli Z, Erice C, Fontanesi E, Gastler D, Rohlf J, Salyer K, Sperka D, Spitzbart D, Suarez I, Tsatsos A, Yuan S, Benelli G, Coubez X, Cutts D, Hadley M, Heintz U, Hogan JM, Kwon T, Landsberg G, Lau KT, Li D, Luo J, Mondal S, Narain M, Pervan N, Sagir S, Simpson F, Stamenkovic M, Wong WY, Yan X, Zhang W, Abbott S, Bonilla J, Brainerd C, Breedon R, Calderon De La Barca Sanchez M, Chertok M, Citron M, Conway J, Cox PT, Erbacher R, Haza G, Jensen F, Kukral O, Mocellin G, Mulhearn M, Pellett D, Regnery B, Wei W, Yao Y, Zhang F, Bachtis M, Cousins R, Datta A, Hauser J, Ignatenko M, Iqbal MA, Lam T, Manca E, Nash WA, Saltzberg D, Stone B, Valuev V, Clare R, Gordon M, Hanson G, Si W, Wimpenny S, Branson JG, Cittolin S, Cooperstein S, Diaz D, Duarte J, Gerosa R, Giannini L, Guiang J, Kansal R, Krutelyov V, Lee R, Letts J, Masciovecchio M, Mokhtar F, Pieri M, Quinnan M, Sathia Narayanan BV, Sharma V, Tadel M, Vourliotis E, Würthwein F, Xiang Y, Yagil A, Barzdukas A, Brennan L, Campagnari C, Collura G, Dorsett A, Incandela J, Kilpatrick M, Kim J, Li AJ, Masterson P, Mei H, Oshiro M, Richman J, Sarica U, Schmitz R, Setti F, Sheplock J, Stuart D, Wang S, Bornheim A, Cerri O, Latorre A, Lawhorn JM, Mao J, Newman HB, Nguyen TQ, Spiropulu M, Vlimant JR, Wang C, Xie S, Zhu RY, Alison J, An S, Andrews MB, Bryant P, Dutta V, Ferguson T, Harilal A, Liu C, Mudholkar T, Murthy S, Paulini M, Roberts A, Sanchez A, Terrill W, Cumalat JP, Ford WT, Hassani A, Karathanasis G, MacDonald E, Manganelli N, Marini F, Perloff A, Savard C, Schonbeck N, Stenson K, Ulmer KA, Wagner SR, Zipper N, Alexander J, Bright-Thonney S, Chen X, Cranshaw DJ, Fan J, Fan X, Gadkari D, Hogan S, Monroy J, Patterson JR, Reichert J, Reid M, Ryd A, Thom J, Wittich P, Zou R, Albrow M, Alyari M, Amram O, Apollinari G, Apresyan A, Bauerdick LAT, Berry D, Berryhill J, Bhat PC, Burkett K, Butler JN, Canepa A, Cerati GB, Cheung HWK, Chlebana F, Cummings G, Dickinson J, Dutta I, Elvira VD, Feng Y, Freeman J, Gandrakota A, Gecse Z, Gray L, Green D, Grünendahl S, Guerrero D, Gutsche O, Harris RM, Heller R, Herwig TC, Hirschauer J, Horyn L, Jayatilaka B, Jindariani S, Johnson M, Joshi U, Klijnsma T, Klima B, Kwok KHM, Lammel S, Lincoln D, Lipton R, Liu T, Madrid C, Maeshima K, Mantilla C, Mason D, McBride P, Merkel P, Mrenna S, Nahn S, Ngadiuba J, Noonan D, Papadimitriou V, Pastika N, Pedro K, Pena C, Ravera F, Reinsvold Hall A, Ristori L, Sexton-Kennedy E, Smith N, Soha A, Spiegel L, Stoynev S, Taylor L, Tkaczyk S, Tran NV, Uplegger L, Vaandering EW, Zoi I, Aruta C, Avery P, Bourilkov D, Cadamuro L, Chang P, Cherepanov V, Field RD, Koenig E, Kolosova M, Konigsberg J, Korytov A, Lo KH, Matchev K, Menendez N, Mitselmakher G, Muthirakalayil Madhu A, Rawal N, Rosenzweig D, Rosenzweig S, Shi K, Wang J, Adams T, Al Kadhim A, Askew A, Bower N, Habibullah R, Hagopian V, Hashmi R, Kim RS, Kim S, Kolberg T, Martinez G, Prosper H, Prova PR, Viazlo O, Wulansatiti M, Yohay R, Zhang J, Alsufyani B, Baarmand MM, Butalla S, Elkafrawy T, Hohlmann M, Kumar Verma R, Rahmani M, Adams MR, Bennett C, Cavanaugh R, Dittmer S, Escobar Franco R, Evdokimov O, Gerber CE, Hofman DJ, Lee JH, Lemos DS, Merrit AH, Mills C, Nanda S, Oh G, Ozek B, Pilipovic D, Roy T, Rudrabhatla S, Tonjes MB, Varelas N, Wang X, Ye Z, Yoo J, Alhusseini M, Blend D, Dilsiz K, Emediato L, Karaman G, Köseyan OK, Merlo JP, Mestvirishvili A, Nachtman J, Neogi O, Ogul H, Onel Y, Penzo A, Snyder C, Tiras E, Blumenfeld B, Corcodilos L, Davis J, Gritsan AV, Kang L, Kyriacou S, Maksimovic P, Roguljic M, Roskes J, Sekhar S, Swartz M, Vámi TÁ, Abreu A, Alcerro Alcerro LF, Anguiano J, Baringer P, Bean A, Flowers Z, Grove D, King J, Krintiras G, Lazarovits M, Le Mahieu C, Lindsey C, Marquez J, Minafra N, Murray M, Nickel M, Pitt M, Popescu S, Rogan C, Royon C, Salvatico R, Sanders S, Smith C, Wang Q, Wilson G, Allmond B, Ivanov A, Kaadze K, Kalogeropoulos A, Kim D, Maravin Y, Nam K, Natoli J, Roy D, Sorrentino G, Rebassoo F, Wright D, Adams E, Baden A, Baron O, Belloni A, Bethani A, Chen YM, Eno SC, Hadley NJ, Jabeen S, Kellogg RG, Koeth T, Lai Y, Lascio S, Mignerey AC, Nabili S, Palmer C, Papageorgakis C, Paranjpe MM, Wang L, Wong K, Bendavid J, Busza W, Cali IA, Chen Y, D'Alfonso M, Eysermans J, Freer C, Gomez-Ceballos G, Goncharov M, Harris P, Hoang D, Kovalskyi D, Krupa J, Lavezzo L, Lee YJ, Long K, Mironov C, Paus C, Rankin D, Roland C, Roland G, Rothman S, Shi Z, Stephans GSF, Wang J, Wang Z, Wyslouch B, Yang TJ, Crossman B, Joshi BM, Kapsiak C, Krohn M, Mahon D, Mans J, Marzocchi B, Pandey S, Revering M, Rusack R, Saradhy R, Schroeder N, Strobbe N, Wadud MA, Cremaldi LM, Bloom K, Bryson M, Claes DR, Fangmeier C, Golf F, Hossain J, Joo C, Kravchenko I, Reed I, Siado JE, Snow GR, Tabb W, Wightman A, Yan F, Yu D, Zecchinelli AG, Agarwal G, Bandyopadhyay H, Hay L, Iashvili I, Kharchilava A, McLean C, Morris M, Nguyen D, Pekkanen J, Rappoccio S, Rejeb Sfar H, Williams A, Alverson G, Barberis E, Haddad Y, Han Y, Krishna A, Li J, Lu M, Madigan G, Morse DM, Nguyen V, Orimoto T, Parker A, Skinnari L, Tishelman-Charny A, Wang B, Wood D, Bhattacharya S, Bueghly J, Chen Z, Hahn KA, Liu Y, Miao Y, Monk DG, Schmitt MH, Taliercio A, Velasco M, Band R, Bucci R, Castells S, Cremonesi M, Das A, Goldouzian R, Hildreth M, Ho KW, Hurtado Anampa K, Jessop C, Lannon K, Lawrence J, Loukas N, Lutton L, Mariano J, Marinelli N, Mcalister I, McCauley T, Mcgrady C, Mohrman K, Moore C, Musienko Y, Nelson H, Osherson M, Ruchti R, Townsend A, Wayne M, Yockey H, Zarucki M, Zygala L, Basnet A, Bylsma B, Carrigan M, Durkin LS, Hill C, Joyce M, Lesauvage A, Nunez Ornelas M, Wei K, Winer BL, Yates BR, Addesa FM, Bouchamaoui H, Das P, Dezoort G, Elmer P, Frankenthal A, Greenberg B, Haubrich N, Higginbotham S, Kopp G, Kwan S, Lange D, Loeliger A, Marlow D, Ojalvo I, Olsen J, Stickland D, Tully C, Malik S, Bakshi AS, Barnes VE, Chandra S, Chawla R, Das S, Gu A, Gutay L, Jones M, Jung AW, Kondratyev D, Koshy AM, Liu M, Negro G, Neumeister N, Paspalaki G, Piperov S, Purohit A, Schulte JF, Stojanovic M, Thieman J, Virdi AK, Wang F, Xie W, Dolen J, Parashar N, Pathak A, Acosta D, Baty A, Carnahan T, Dildick S, Ecklund KM, Fernández Manteca PJ, Freed S, Gardner P, Geurts FJM, Kumar A, Li W, Miguel Colin O, Padley BP, Redjimi R, Rotter J, Yigitbasi E, Zhang Y, Bodek A, de Barbaro P, Demina R, Dulemba JL, Fallon C, Garcia-Bellido A, Hindrichs O, Khukhunaishvili A, Parygin P, Popova E, Taus R, Van Onsem GP, Goulianos K, Chiarito B, Chou JP, Gershtein Y, Halkiadakis E, Hart A, Heindl M, Jaroslawski D, Karacheban O, Laflotte I, Lath A, Montalvo R, Nash K, Routray H, Salur S, Schnetzer S, Somalwar S, Stone R, Thayil SA, Thomas S, Vora J, Wang H, Acharya H, Ally D, Delannoy AG, Fiorendi S, Holmes T, Karunarathna N, Lee L, Nibigira E, Spanier S, Aebi D, Ahmad M, Bouhali O, Dalchenko M, Eusebi R, Gilmore J, Huang T, Kamon T, Kim H, Luo S, Malhotra S, Mueller R, Overton D, Rathjens D, Safonov A, Akchurin N, Damgov J, Hegde V, Hussain A, Kazhykarim Y, Lamichhane K, Lee SW, Mankel A, Mengke T, Muthumuni S, Peltola T, Volobouev I, Whitbeck A, Appelt E, Greene S, Gurrola A, Johns W, Kunnawalkam Elayavalli R, Melo A, Romeo F, Sheldon P, Tuo S, Velkovska J, Viinikainen J, Cardwell B, Cox B, Hakala J, Hirosky R, Ledovskoy A, Li A, Neu C, Perez Lara CE, Karchin PE, Aravind A, Banerjee S, Black K, Bose T, Dasu S, De Bruyn I, Everaerts P, Galloni C, He H, Herndon M, Herve A, Koraka CK, Lanaro A, Loveless R, Madhusudanan Sreekala J, Mallampalli A, Mohammadi A, Mondal S, Parida G, Pinna D, Savin A, Shang V, Sharma V, Smith WH, Teague D, Tsoi HF, Vetens W, Warden A, Afanasiev S, Andreev V, Andreev Y, Aushev T, Azarkin M, Babaev A, Belyaev A, Blinov V, Boos E, Borshch V, Budkouski D, Chekhovsky V, Chistov R, Danilov M, Dermenev A, Dimova T, Druzhkin D, Dubinin M, Dudko L, Ershov A, Gavrilov G, Gavrilov V, Gninenko S, Golovtcov V, Golubev N, Golutvin I, Gorbunov I, Gribushin A, Ivanov Y, Kachanov V, Kardapoltsev L, Karjavine V, Karneyeu A, Kim V, Kirakosyan M, Kirpichnikov D, Kirsanov M, Klyukhin V, Kodolova O, Konstantinov D, Korenkov V, Korotkikh V, Kozyrev A, Krasnikov N, Lanev A, Levchenko P, Lychkovskaya N, Makarenko V, Malakhov A, Matveev V, Murzin V, Nikitenko A, Obraztsov S, Oreshkin V, Oskin A, Palichik V, Perelygin V, Petrov N, Petrushanko S, Polikarpov S, Popov V, Radchenko O, Savina M, Savrin V, Shalaev V, Shmatov S, Shulha S, Skovpen Y, Slabospitskii S, Smirnov V, Snigirev A, Sosnov D, Sulimov V, Tcherniaev E, Terkulov A, Teryaev O, Tlisova I, Toropin A, Uvarov L, Uzunian A, Vorobyev A, Voytishin N, Yuldashev BS, Zarubin A, Zhizhin I, Zhokin A. New Structures in the J/ψJ/ψ Mass Spectrum in Proton-Proton Collisions at sqrt[s]=13 TeV. Phys Rev Lett 2024; 132:111901. [PMID: 38563916 DOI: 10.1103/physrevlett.132.111901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 12/07/2023] [Accepted: 01/31/2024] [Indexed: 04/04/2024]
Abstract
A search is reported for near-threshold structures in the J/ψJ/ψ invariant mass spectrum produced in proton-proton collisions at sqrt[s]=13 TeV from data collected by the CMS experiment, corresponding to an integrated luminosity of 135 fb^{-1}. Three structures are found, and a model with quantum interference among these structures provides a good description of the data. A new structure is observed with a local significance above 5 standard deviations at a mass of 6638_{-38}^{+43}(stat)_{-31}^{+16}(syst) MeV. Another structure with even higher significance is found at a mass of 6847_{-28}^{+44}(stat)_{-20}^{+48}(syst) MeV, which is consistent with the X(6900) resonance reported by the LHCb experiment and confirmed by the ATLAS experiment. Evidence for another new structure, with a local significance of 4.7 standard deviations, is found at a mass of 7134_{-25}^{+48}(stat)_{-15}^{+41}(syst) MeV. Results are also reported for a model without interference, which does not fit the data as well and shows mass shifts up to 150 MeV relative to the model with interference.
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Affiliation(s)
| | - A Tumasyan
- Yerevan Physics Institute, Yerevan, Armenia
| | - W Adam
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - T Bergauer
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - K Damanakis
- Institut für Hochenergiephysik, Vienna, Austria
| | | | | | - P S Hussain
- Institut für Hochenergiephysik, Vienna, Austria
| | - M Jeitler
- Institut für Hochenergiephysik, Vienna, Austria
| | - N Krammer
- Institut für Hochenergiephysik, Vienna, Austria
| | - D Liko
- Institut für Hochenergiephysik, Vienna, Austria
| | - I Mikulec
- Institut für Hochenergiephysik, Vienna, Austria
| | - J Schieck
- Institut für Hochenergiephysik, Vienna, Austria
| | - R Schöfbeck
- Institut für Hochenergiephysik, Vienna, Austria
| | - D Schwarz
- Institut für Hochenergiephysik, Vienna, Austria
| | - M Sonawane
- Institut für Hochenergiephysik, Vienna, Austria
| | - S Templ
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - C-E Wulz
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - T Janssen
- Universiteit Antwerpen, Antwerpen, Belgium
| | | | - E S Bols
- Vrije Universiteit Brussel, Brussel, Belgium
| | - J D'Hondt
- Vrije Universiteit Brussel, Brussel, Belgium
| | - S Dansana
- Vrije Universiteit Brussel, Brussel, Belgium
| | - A De Moor
- Vrije Universiteit Brussel, Brussel, Belgium
| | - M Delcourt
- Vrije Universiteit Brussel, Brussel, Belgium
| | - H El Faham
- Vrije Universiteit Brussel, Brussel, Belgium
| | - S Lowette
- Vrije Universiteit Brussel, Brussel, Belgium
| | - I Makarenko
- Vrije Universiteit Brussel, Brussel, Belgium
| | - D Müller
- Vrije Universiteit Brussel, Brussel, Belgium
| | | | - S Tavernier
- Vrije Universiteit Brussel, Brussel, Belgium
| | - M Tytgat
- Vrije Universiteit Brussel, Brussel, Belgium
| | - S Van Putte
- Vrije Universiteit Brussel, Brussel, Belgium
| | - D Vannerom
- Vrije Universiteit Brussel, Brussel, Belgium
| | - B Clerbaux
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - L Favart
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - D Hohov
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - J Jaramillo
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - K Lee
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - A Malara
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - S Paredes
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - L Pétré
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - N Postiau
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - L Thomas
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | | | - P Vanlaer
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - D Dobur
- Ghent University, Ghent, Belgium
| | - Y Hong
- Ghent University, Ghent, Belgium
| | - J Knolle
- Ghent University, Ghent, Belgium
| | | | | | - C Rendón
- Ghent University, Ghent, Belgium
| | | | | | | | | | - A Benecke
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - G Bruno
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - C Caputo
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - C Delaere
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - I S Donertas
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - A Giammanco
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - K Jaffel
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - Sa Jain
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - V Lemaitre
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - J Lidrych
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - P Mastrapasqua
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - K Mondal
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - T T Tran
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - S Wertz
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - G A Alves
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - E Coelho
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - C Hensel
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | | | - A Moraes
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - P Rebello Teles
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - M Soeiro
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - W L Aldá Júnior
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | | | - W Carvalho
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - J Chinellato
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - E M Da Costa
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - G G Da Silveira
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | - J Martins
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - C Mora Herrera
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - K Mota Amarilo
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - L Mundim
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - H Nogima
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - A Santoro
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - A Sznajder
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - M Thiel
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - A Vilela Pereira
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - C A Bernardes
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - L Calligaris
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | | | - E M Gregores
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - P G Mercadante
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - S F Novaes
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - B Orzari
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - Sandra S Padula
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - A Aleksandrov
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - G Antchev
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - R Hadjiiska
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - P Iaydjiev
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - M Misheva
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - M Shopova
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - G Sultanov
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | | | - T Ivanov
- University of Sofia, Sofia, Bulgaria
| | - L Litov
- University of Sofia, Sofia, Bulgaria
| | - B Pavlov
- University of Sofia, Sofia, Bulgaria
| | - P Petkov
- University of Sofia, Sofia, Bulgaria
| | - A Petrov
- University of Sofia, Sofia, Bulgaria
| | - E Shumka
- University of Sofia, Sofia, Bulgaria
| | - S Keshri
- Instituto De Alta Investigación, Universidad de Tarapacá, Casilla 7 D, Arica, Chile
| | - S Thakur
- Instituto De Alta Investigación, Universidad de Tarapacá, Casilla 7 D, Arica, Chile
| | - T Cheng
- Beihang University, Beijing, China
| | - Q Guo
- Beihang University, Beijing, China
| | - T Javaid
- Beihang University, Beijing, China
| | - M Mittal
- Beihang University, Beijing, China
| | - L Yuan
- Beihang University, Beijing, China
| | - G Bauer
- Department of Physics, Tsinghua University, Beijing, China
| | - J Chen
- Department of Physics, Tsinghua University, Beijing, China
| | - J Gu
- Department of Physics, Tsinghua University, Beijing, China
| | - Z Hu
- Department of Physics, Tsinghua University, Beijing, China
| | - J Liu
- Department of Physics, Tsinghua University, Beijing, China
| | - X Wang
- Department of Physics, Tsinghua University, Beijing, China
| | - H Wen
- Department of Physics, Tsinghua University, Beijing, China
| | - K Yi
- Department of Physics, Tsinghua University, Beijing, China
| | - J Zhang
- Department of Physics, Tsinghua University, Beijing, China
| | - G M Chen
- Institute of High Energy Physics, Beijing, China
| | - H S Chen
- Institute of High Energy Physics, Beijing, China
| | - M Chen
- Institute of High Energy Physics, Beijing, China
| | - F Iemmi
- Institute of High Energy Physics, Beijing, China
| | - C H Jiang
- Institute of High Energy Physics, Beijing, China
| | - A Kapoor
- Institute of High Energy Physics, Beijing, China
| | - H Liao
- Institute of High Energy Physics, Beijing, China
| | - Z-A Liu
- Institute of High Energy Physics, Beijing, China
| | - F Monti
- Institute of High Energy Physics, Beijing, China
| | - R Sharma
- Institute of High Energy Physics, Beijing, China
| | - J N Song
- Institute of High Energy Physics, Beijing, China
| | - J Tao
- Institute of High Energy Physics, Beijing, China
| | - C Wang
- Institute of High Energy Physics, Beijing, China
| | - J Wang
- Institute of High Energy Physics, Beijing, China
| | - Z Wang
- Institute of High Energy Physics, Beijing, China
| | - H Zhang
- Institute of High Energy Physics, Beijing, China
| | - A Agapitos
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Y Ban
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - A Levin
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - C Li
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Q Li
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - X Lyu
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Y Mao
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - S J Qian
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - X Sun
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - D Wang
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - H Yang
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - C Zhou
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Z You
- Sun Yat-Sen University, Guangzhou, China
| | - N Lu
- University of Science and Technology of China, Hefei, China
| | - X Gao
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE) - Fudan University, Shanghai, China
| | - D Leggat
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE) - Fudan University, Shanghai, China
| | - H Okawa
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE) - Fudan University, Shanghai, China
| | - Y Zhang
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE) - Fudan University, Shanghai, China
| | - Z Lin
- Zhejiang University, Hangzhou, Zhejiang, China
| | - C Lu
- Zhejiang University, Hangzhou, Zhejiang, China
| | - M Xiao
- Zhejiang University, Hangzhou, Zhejiang, China
| | - C Avila
- Universidad de Los Andes, Bogota, Colombia
| | | | - A Cabrera
- Universidad de Los Andes, Bogota, Colombia
| | - C Florez
- Universidad de Los Andes, Bogota, Colombia
| | - J Fraga
- Universidad de Los Andes, Bogota, Colombia
| | | | | | - F Ramirez
- Universidad de Antioquia, Medellin, Colombia
| | - M Rodriguez
- Universidad de Antioquia, Medellin, Colombia
| | | | - D Giljanovic
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - N Godinovic
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - D Lelas
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - A Sculac
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - M Kovac
- University of Split, Faculty of Science, Split, Croatia
| | - T Sculac
- University of Split, Faculty of Science, Split, Croatia
| | - P Bargassa
- Institute Rudjer Boskovic, Zagreb, Croatia
| | | | | | - D Ferencek
- Institute Rudjer Boskovic, Zagreb, Croatia
| | - S Mishra
- Institute Rudjer Boskovic, Zagreb, Croatia
| | | | - T Susa
- Institute Rudjer Boskovic, Zagreb, Croatia
| | - A Attikis
- University of Cyprus, Nicosia, Cyprus
| | | | | | - J Mousa
- University of Cyprus, Nicosia, Cyprus
| | | | - F Ptochos
- University of Cyprus, Nicosia, Cyprus
| | - P A Razis
- University of Cyprus, Nicosia, Cyprus
| | | | - H Saka
- University of Cyprus, Nicosia, Cyprus
| | | | - M Finger
- Charles University, Prague, Czech Republic
| | - M Finger
- Charles University, Prague, Czech Republic
| | - A Kveton
- Charles University, Prague, Czech Republic
| | - E Ayala
- Escuela Politecnica Nacional, Quito, Ecuador
| | | | - A A Abdelalim
- Academy of Scientific Research and Technology of the Arab Republic of Egypt, Egyptian Network of High Energy Physics, Cairo, Egypt
| | - E Salama
- Academy of Scientific Research and Technology of the Arab Republic of Egypt, Egyptian Network of High Energy Physics, Cairo, Egypt
| | | | - M A Mahmoud
- Center for High Energy Physics (CHEP-FU), Fayoum University, El-Fayoum, Egypt
| | - R K Dewanjee
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - K Ehataht
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - M Kadastik
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - T Lange
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - S Nandan
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - C Nielsen
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - J Pata
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - M Raidal
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - L Tani
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - C Veelken
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - H Kirschenmann
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - K Osterberg
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - M Voutilainen
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - S Bharthuar
- Helsinki Institute of Physics, Helsinki, Finland
| | - E Brücken
- Helsinki Institute of Physics, Helsinki, Finland
| | - F Garcia
- Helsinki Institute of Physics, Helsinki, Finland
| | - J Havukainen
- Helsinki Institute of Physics, Helsinki, Finland
| | | | - M S Kim
- Helsinki Institute of Physics, Helsinki, Finland
| | - R Kinnunen
- Helsinki Institute of Physics, Helsinki, Finland
| | - T Lampén
- Helsinki Institute of Physics, Helsinki, Finland
| | | | - S Lehti
- Helsinki Institute of Physics, Helsinki, Finland
| | - T Lindén
- Helsinki Institute of Physics, Helsinki, Finland
| | - M Lotti
- Helsinki Institute of Physics, Helsinki, Finland
| | | | - M Myllymäki
- Helsinki Institute of Physics, Helsinki, Finland
| | - M M Rantanen
- Helsinki Institute of Physics, Helsinki, Finland
| | - H Siikonen
- Helsinki Institute of Physics, Helsinki, Finland
| | - E Tuominen
- Helsinki Institute of Physics, Helsinki, Finland
| | - J Tuominiemi
- Helsinki Institute of Physics, Helsinki, Finland
| | - P Luukka
- Lappeenranta-Lahti University of Technology, Lappeenranta, Finland
| | - H Petrow
- Lappeenranta-Lahti University of Technology, Lappeenranta, Finland
| | - T Tuuva
- Lappeenranta-Lahti University of Technology, Lappeenranta, Finland
| | - M Besancon
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - F Couderc
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - M Dejardin
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - D Denegri
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - J L Faure
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - F Ferri
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - S Ganjour
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - P Gras
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | | | - V Lohezic
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - J Malcles
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - J Rander
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - A Rosowsky
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - M Ö Sahin
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | | | - P Simkina
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - M Titov
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - C Baldenegro Barrera
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - F Beaudette
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Buchot Perraguin
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - P Busson
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Cappati
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - C Charlot
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - F Damas
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - O Davignon
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - G Falmagne
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - B A Fontana Santos Alves
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - S Ghosh
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Gilbert
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - R Granier de Cassagnac
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Hakimi
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - B Harikrishnan
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - L Kalipoliti
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - G Liu
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - J Motta
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - M Nguyen
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - C Ochando
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - L Portales
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - R Salerno
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - U Sarkar
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - J B Sauvan
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - Y Sirois
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Tarabini
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - E Vernazza
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Zabi
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Zghiche
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - J-L Agram
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - J Andrea
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - D Apparu
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - D Bloch
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - J-M Brom
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - E C Chabert
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - C Collard
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - S Falke
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - U Goerlach
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - C Grimault
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - R Haeberle
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - A-C Le Bihan
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - M A Sessini
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - P Van Hove
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - S Beauceron
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - B Blancon
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - G Boudoul
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - N Chanon
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - J Choi
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - D Contardo
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - P Depasse
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - C Dozen
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - H El Mamouni
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - J Fay
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - S Gascon
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - M Gouzevitch
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - C Greenberg
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - G Grenier
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - B Ille
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - I B Laktineh
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - M Lethuillier
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - L Mirabito
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - S Perries
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - M Vander Donckt
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - P Verdier
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - J Xiao
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - I Lomidze
- Georgian Technical University, Tbilisi, Georgia
| | | | | | - V Botta
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - L Feld
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - K Klein
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - M Lipinski
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - D Meuser
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - A Pauls
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - N Röwert
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - M Teroerde
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - S Diekmann
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Dodonova
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - N Eich
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - D Eliseev
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Engelke
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - M Erdmann
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - P Fackeldey
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - B Fischer
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - T Hebbeker
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - K Hoepfner
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Ivone
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Jung
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - M Y Lee
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - L Mastrolorenzo
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - M Merschmeyer
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Meyer
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S Mukherjee
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - D Noll
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Novak
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Nowotny
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Pozdnyakov
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - Y Rath
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - W Redjeb
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Rehm
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - H Reithler
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - V Sarkisovi
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Schmidt
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S C Schuler
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Sharma
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Stein
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | | | - L Vigilante
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S Wiedenbeck
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S Zaleski
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - C Dziwok
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - G Flügge
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - W Haj Ahmad
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - T Kress
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - A Nowack
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - O Pooth
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - A Stahl
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - T Ziemons
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - A Zotz
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | | | | | - J Alimena
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Amoroso
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y An
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Baxter
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Bayatmakou
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - O Behnke
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Belvedere
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - F Blekman
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - K Borras
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Brunner
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Campbell
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Cardini
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - C Cheng
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - F Colombina
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | - M De Silva
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - G Eckerlin
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Eckstein
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - O Filatov
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - E Gallo
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Geiser
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Giraldi
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - G Greau
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - V Guglielmi
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Guthoff
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Hinzmann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Jafari
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - L Jeppe
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - N Z Jomhari
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - B Kaech
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Kasemann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - H Kaveh
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - C Kleinwort
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - R Kogler
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Komm
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Krücker
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - W Lange
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - K Lipka
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - W Lohmann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - R Mankel
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | - J Metwally
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A B Meyer
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - G Milella
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Mussgiller
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Nürnberg
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y Otarid
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Pérez Adán
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - E Ranken
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Raspereza
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - J Rübenach
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Saggio
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Scham
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - V Scheurer
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Schnake
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - P Schütze
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | | | | | - D Stafford
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - F Vazzoler
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - R Walsh
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Q Wang
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y Wen
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - K Wichmann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - L Wiens
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - C Wissing
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Wuchterl
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y Yang
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | | | | | - S Bein
- University of Hamburg, Hamburg, Germany
| | - L Benato
- University of Hamburg, Hamburg, Germany
| | | | - P Connor
- University of Hamburg, Hamburg, Germany
| | - M Eich
- University of Hamburg, Hamburg, Germany
| | | | - Y Fischer
- University of Hamburg, Hamburg, Germany
| | | | - C Garbers
- University of Hamburg, Hamburg, Germany
| | - E Garutti
- University of Hamburg, Hamburg, Germany
| | | | | | - J Haller
- University of Hamburg, Hamburg, Germany
| | | | | | - P Keicher
- University of Hamburg, Hamburg, Germany
| | - R Klanner
- University of Hamburg, Hamburg, Germany
| | - W Korcari
- University of Hamburg, Hamburg, Germany
| | - T Kramer
- University of Hamburg, Hamburg, Germany
| | - V Kutzner
- University of Hamburg, Hamburg, Germany
| | - F Labe
- University of Hamburg, Hamburg, Germany
| | - J Lange
- University of Hamburg, Hamburg, Germany
| | - A Lobanov
- University of Hamburg, Hamburg, Germany
| | | | - A Mehta
- University of Hamburg, Hamburg, Germany
| | | | | | | | - Y Nissan
- University of Hamburg, Hamburg, Germany
| | - A Paasch
- University of Hamburg, Hamburg, Germany
| | | | | | - B Raciti
- University of Hamburg, Hamburg, Germany
| | - M Rieger
- University of Hamburg, Hamburg, Germany
| | - D Savoiu
- University of Hamburg, Hamburg, Germany
| | | | | | | | | | | | - H Stadie
- University of Hamburg, Hamburg, Germany
| | | | - A Tews
- University of Hamburg, Hamburg, Germany
| | - M Wolf
- University of Hamburg, Hamburg, Germany
| | - S Brommer
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Burkart
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - E Butz
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - T Chwalek
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Dierlamm
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Droll
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - N Faltermann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Giffels
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Gottmann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - F Hartmann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Horzela
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - U Husemann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Klute
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Koppenhöfer
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Link
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Lintuluoto
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Maier
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Mitra
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Mormile
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - Th Müller
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Neukum
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Oh
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - G Quast
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - K Rabbertz
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - I Shvetsov
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - H J Simonis
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - N Trevisani
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Ulrich
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | | | - R F Von Cube
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Wassmer
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Wieland
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - F Wittig
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Wolf
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Wunsch
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - X Zuo
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - G Anagnostou
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - P Assiouras
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - G Daskalakis
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - A Kyriakis
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - A Papadopoulos
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - A Stakia
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - D Karasavvas
- National and Kapodistrian University of Athens, Athens, Greece
| | - P Kontaxakis
- National and Kapodistrian University of Athens, Athens, Greece
| | - G Melachroinos
- National and Kapodistrian University of Athens, Athens, Greece
| | - A Panagiotou
- National and Kapodistrian University of Athens, Athens, Greece
| | - I Papavergou
- National and Kapodistrian University of Athens, Athens, Greece
| | - I Paraskevas
- National and Kapodistrian University of Athens, Athens, Greece
| | - N Saoulidou
- National and Kapodistrian University of Athens, Athens, Greece
| | - K Theofilatos
- National and Kapodistrian University of Athens, Athens, Greece
| | - E Tziaferi
- National and Kapodistrian University of Athens, Athens, Greece
| | - K Vellidis
- National and Kapodistrian University of Athens, Athens, Greece
| | - I Zisopoulos
- National and Kapodistrian University of Athens, Athens, Greece
| | - G Bakas
- National Technical University of Athens, Athens, Greece
| | | | - G Karapostoli
- National Technical University of Athens, Athens, Greece
| | - K Kousouris
- National Technical University of Athens, Athens, Greece
| | | | - E Siamarkou
- National Technical University of Athens, Athens, Greece
| | - G Tsipolitis
- National Technical University of Athens, Athens, Greece
| | | | - K Adamidis
- University of Ioánnina, Ioánnina, Greece
| | | | | | - C Foudas
- University of Ioánnina, Ioánnina, Greece
| | | | | | | | - P Kokkas
- University of Ioánnina, Ioánnina, Greece
| | | | - N Manthos
- University of Ioánnina, Ioánnina, Greece
| | | | | | - M Csanád
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - K Farkas
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - M M A Gadallah
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - Á Kadlecsik
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - P Major
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - K Mandal
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - G Pásztor
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - A J Rádl
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - G I Veres
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - M Bartók
- Wigner Research Centre for Physics, Budapest, Hungary
| | - C Hajdu
- Wigner Research Centre for Physics, Budapest, Hungary
| | - D Horvath
- Wigner Research Centre for Physics, Budapest, Hungary
| | - F Sikler
- Wigner Research Centre for Physics, Budapest, Hungary
| | - V Veszpremi
- Wigner Research Centre for Physics, Budapest, Hungary
| | - G Bencze
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - S Czellar
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - J Karancsi
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - J Molnar
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - Z Szillasi
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - P Raics
- Institute of Physics, University of Debrecen, Debrecen, Hungary
| | - B Ujvari
- Institute of Physics, University of Debrecen, Debrecen, Hungary
| | - G Zilizi
- Institute of Physics, University of Debrecen, Debrecen, Hungary
| | - T Csorgo
- Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
| | - F Nemes
- Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
| | - T Novak
- Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
| | - J Babbar
- Panjab University, Chandigarh, India
| | - S Bansal
- Panjab University, Chandigarh, India
| | - S B Beri
- Panjab University, Chandigarh, India
| | | | | | - S Chauhan
- Panjab University, Chandigarh, India
| | - N Dhingra
- Panjab University, Chandigarh, India
| | - R Gupta
- Panjab University, Chandigarh, India
| | - A Kaur
- Panjab University, Chandigarh, India
| | - A Kaur
- Panjab University, Chandigarh, India
| | - H Kaur
- Panjab University, Chandigarh, India
| | - M Kaur
- Panjab University, Chandigarh, India
| | - S Kumar
- Panjab University, Chandigarh, India
| | - P Kumari
- Panjab University, Chandigarh, India
| | - M Meena
- Panjab University, Chandigarh, India
| | - K Sandeep
- Panjab University, Chandigarh, India
| | | | - J B Singh
- Panjab University, Chandigarh, India
| | - A Singla
- Panjab University, Chandigarh, India
| | - A Ahmed
- University of Delhi, Delhi, India
| | | | | | | | - A Kumar
- University of Delhi, Delhi, India
| | | | - K Ranjan
- University of Delhi, Delhi, India
| | - S Saumya
- University of Delhi, Delhi, India
| | - S Baradia
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Barman
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | | | - D Bhowmik
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Dutta
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Dutta
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - B Gomber
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - P Palit
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - G Saha
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - B Sahu
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Sarkar
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - P K Behera
- Indian Institute of Technology Madras, Madras, India
| | - S C Behera
- Indian Institute of Technology Madras, Madras, India
| | - S Chatterjee
- Indian Institute of Technology Madras, Madras, India
| | - P Jana
- Indian Institute of Technology Madras, Madras, India
| | - P Kalbhor
- Indian Institute of Technology Madras, Madras, India
| | | | - D Kumar
- Indian Institute of Technology Madras, Madras, India
| | | | - L Panwar
- Indian Institute of Technology Madras, Madras, India
| | - R Pradhan
- Indian Institute of Technology Madras, Madras, India
| | - P R Pujahari
- Indian Institute of Technology Madras, Madras, India
| | - N R Saha
- Indian Institute of Technology Madras, Madras, India
| | - A Sharma
- Indian Institute of Technology Madras, Madras, India
| | - A K Sikdar
- Indian Institute of Technology Madras, Madras, India
| | - S Verma
- Indian Institute of Technology Madras, Madras, India
| | - T Aziz
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - I Das
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - S Dugad
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - M Kumar
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - G B Mohanty
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - P Suryadevara
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - A Bala
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Banerjee
- Tata Institute of Fundamental Research-B, Mumbai, India
| | | | - M Guchait
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Karmakar
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Kumar
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - G Majumder
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - K Mazumdar
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Mukherjee
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - A Thachayath
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Bahinipati
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - A K Das
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - C Kar
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - D Maity
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - P Mal
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - T Mishra
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - V K Muraleedharan Nair Bindhu
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - K Naskar
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - A Nayak
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - P Sadangi
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - P Saha
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - S K Swain
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - S Varghese
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - D Vats
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - A Alpana
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - S Dube
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - B Kansal
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - A Laha
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - A Rastogi
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - S Sharma
- Indian Institute of Science Education and Research (IISER), Pune, India
| | | | - E Khazaie
- Isfahan University of Technology, Isfahan, Iran
| | - M Zeinali
- Isfahan University of Technology, Isfahan, Iran
| | - S Chenarani
- Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
| | - S M Etesami
- Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
| | - M Khakzad
- Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
| | | | | | - M Abbrescia
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - R Aly
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | | | - D Creanza
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - B D Anzi
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - N De Filippis
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - M De Palma
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - A Di Florio
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - W Elmetenawee
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - L Fiore
- INFN Sezione di Bari, Bari, Italy
| | - G Iaselli
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - G Maggi
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - M Maggi
- INFN Sezione di Bari, Bari, Italy
| | - I Margjeka
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - V Mastrapasqua
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - S My
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - S Nuzzo
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - A Pellecchia
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - A Pompili
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - G Pugliese
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | | | | | - D Ramos
- INFN Sezione di Bari, Bari, Italy
| | | | | | - F M Simone
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | | | | | | | | | - A Zaza
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | | | - C Battilana
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - D Bonacorsi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - R Campanini
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - P Capiluppi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - A Castro
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - M Cuffiani
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - T Diotalevi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - F Fabbri
- INFN Sezione di Bologna, Bologna, Italy
| | - A Fanfani
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - D Fasanella
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - L Giommi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - C Grandi
- INFN Sezione di Bologna, Bologna, Italy
| | - L Guiducci
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - S Lo Meo
- INFN Sezione di Bologna, Bologna, Italy
| | - L Lunerti
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - G Masetti
- INFN Sezione di Bologna, Bologna, Italy
| | - F L Navarria
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - F Primavera
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - A M Rossi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - T Rovelli
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - S Costa
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | | | - R Potenza
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | - A Tricomi
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | - C Tuve
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | | | - G Bardelli
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - B Camaiani
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - A Cassese
- INFN Sezione di Firenze, Firenze, Italy
| | | | - V Ciulli
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | | | - R D'Alessandro
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - E Focardi
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - G Latino
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - P Lenzi
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - M Lizzo
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | | | | | - A Papanastassiou
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | | | - L Viliani
- INFN Sezione di Firenze, Firenze, Italy
| | - L Benussi
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | - S Bianco
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | - S Meola
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | - D Piccolo
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | | | - F Ferro
- INFN Sezione di Genova, Genova, Italy
| | - E Robutti
- INFN Sezione di Genova, Genova, Italy
| | - S Tosi
- INFN Sezione di Genova, Genova, Italy
- Università di Genova, Genova, Italy
| | - A Benaglia
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - G Boldrini
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - F Brivio
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - F Cetorelli
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - F De Guio
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - M E Dinardo
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - P Dini
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - S Gennai
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - A Ghezzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - P Govoni
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - L Guzzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - M T Lucchini
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - M Malberti
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - S Malvezzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - A Massironi
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - D Menasce
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - L Moroni
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - M Paganoni
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - D Pedrini
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | | | - S Ragazzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - N Redaelli
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - T Tabarelli de Fatis
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - D Zuolo
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | | | - A Cagnotta
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - F Carnevali
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - N Cavallo
- INFN Sezione di Napoli, Napoli, Italy
- Università della Basilicata, Potenza, Italy
| | - A De Iorio
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - F Fabozzi
- INFN Sezione di Napoli, Napoli, Italy
- Università della Basilicata, Potenza, Italy
| | - A O M Iorio
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - L Lista
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | | | - B Rossi
- INFN Sezione di Napoli, Napoli, Italy
| | - C Sciacca
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - R Ardino
- INFN Sezione di Padova, Padova, Italy
| | - P Azzi
- INFN Sezione di Padova, Padova, Italy
| | | | | | - A Bragagnolo
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - R Carlin
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | | | - T Dorigo
- INFN Sezione di Padova, Padova, Italy
| | - F Gasparini
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - U Gasparini
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - G Grosso
- INFN Sezione di Padova, Padova, Italy
| | - L Layer
- INFN Sezione di Padova, Padova, Italy
| | - E Lusiani
- INFN Sezione di Padova, Padova, Italy
| | - M Margoni
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - A T Meneguzzo
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - M Migliorini
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | | | - J Pazzini
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - P Ronchese
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - R Rossin
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - F Simonetto
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - G Strong
- INFN Sezione di Padova, Padova, Italy
| | - M Tosi
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - A Triossi
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - S Ventura
- INFN Sezione di Padova, Padova, Italy
| | - H Yarar
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - M Zanetti
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - P Zotto
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - A Zucchetta
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - G Zumerle
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | | | - C Aimè
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | | | - S Calzaferri
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - D Fiorina
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - P Montagna
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - V Re
- INFN Sezione di Pavia, Pavia, Italy
| | - C Riccardi
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | | | - I Vai
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - P Vitulo
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - S Ajmal
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - P Asenov
- INFN Sezione di Perugia, Perugia, Italy
| | - G M Bilei
- INFN Sezione di Perugia, Perugia, Italy
| | - D Ciangottini
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - L Fanò
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - M Magherini
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - G Mantovani
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - V Mariani
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | | | | | - A Piccinelli
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - M Presilla
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - A Rossi
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - A Santocchia
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - D Spiga
- INFN Sezione di Perugia, Perugia, Italy
| | - T Tedeschi
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | | | | | | | - L Bianchini
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | | | | | - D Bruschini
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | | | - M A Ciocci
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - M Cipriani
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - V D'Amante
- INFN Sezione di Pisa, Pisa, Italy
- Università di Siena, Siena, Italy
| | | | - S Donato
- INFN Sezione di Pisa, Pisa, Italy
| | - A Giassi
- INFN Sezione di Pisa, Pisa, Italy
| | - F Ligabue
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | | | - A Messineo
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - M Musich
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - F Palla
- INFN Sezione di Pisa, Pisa, Italy
| | | | - A Rizzi
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - G Rolandi
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | | | - T Sarkar
- INFN Sezione di Pisa, Pisa, Italy
| | | | | | - R Tenchini
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - G Tonelli
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - N Turini
- INFN Sezione di Pisa, Pisa, Italy
- Università di Siena, Siena, Italy
| | | | | | - P Barria
- INFN Sezione di Roma, Roma, Italy
| | - M Campana
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - L Cunqueiro Mendez
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - D Del Re
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - M Diemoz
- INFN Sezione di Roma, Roma, Italy
| | - F Errico
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - E Longo
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - J Mijuskovic
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - G Organtini
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - R Paramatti
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - C Quaranta
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - S Rahatlou
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - F Santanastasio
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - L Soffi
- INFN Sezione di Roma, Roma, Italy
| | - R Tramontano
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - N Amapane
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - R Arcidiacono
- INFN Sezione di Torino, Torino, Italy
- Università del Piemonte Orientale, Novara, Italy
| | - S Argiro
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - M Arneodo
- INFN Sezione di Torino, Torino, Italy
- Università del Piemonte Orientale, Novara, Italy
| | | | - R Bellan
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - A Bellora
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - C Biino
- INFN Sezione di Torino, Torino, Italy
| | | | - M Costa
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - R Covarelli
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - N Demaria
- INFN Sezione di Torino, Torino, Italy
| | - L Finco
- INFN Sezione di Torino, Torino, Italy
| | - M Grippo
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - B Kiani
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - F Legger
- INFN Sezione di Torino, Torino, Italy
| | - F Luongo
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | | | - S Maselli
- INFN Sezione di Torino, Torino, Italy
| | - A Mecca
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - E Migliore
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - M Monteno
- INFN Sezione di Torino, Torino, Italy
| | | | - M M Obertino
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - G Ortona
- INFN Sezione di Torino, Torino, Italy
| | - L Pacher
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | | | | | - M Ruspa
- INFN Sezione di Torino, Torino, Italy
- Università del Piemonte Orientale, Novara, Italy
| | - F Siviero
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - V Sola
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - A Solano
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - D Soldi
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - A Staiano
- INFN Sezione di Torino, Torino, Italy
| | - C Tarricone
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - M Tornago
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - D Trocino
- INFN Sezione di Torino, Torino, Italy
| | - G Umoret
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - A Vagnerini
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - E Vlasov
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | | | - V Candelise
- INFN Sezione di Trieste, Trieste, Italy
- Università di Trieste, Trieste, Italy
| | - M Casarsa
- INFN Sezione di Trieste, Trieste, Italy
| | | | - K De Leo
- INFN Sezione di Trieste, Trieste, Italy
- Università di Trieste, Trieste, Italy
| | - G Della Ricca
- INFN Sezione di Trieste, Trieste, Italy
- Università di Trieste, Trieste, Italy
| | - S Dogra
- Kyungpook National University, Daegu, Korea
| | - J Hong
- Kyungpook National University, Daegu, Korea
| | - C Huh
- Kyungpook National University, Daegu, Korea
| | - B Kim
- Kyungpook National University, Daegu, Korea
| | - D H Kim
- Kyungpook National University, Daegu, Korea
| | - J Kim
- Kyungpook National University, Daegu, Korea
| | - H Lee
- Kyungpook National University, Daegu, Korea
| | - S W Lee
- Kyungpook National University, Daegu, Korea
| | - C S Moon
- Kyungpook National University, Daegu, Korea
| | - Y D Oh
- Kyungpook National University, Daegu, Korea
| | - S I Pak
- Kyungpook National University, Daegu, Korea
| | - M S Ryu
- Kyungpook National University, Daegu, Korea
| | - S Sekmen
- Kyungpook National University, Daegu, Korea
| | - Y C Yang
- Kyungpook National University, Daegu, Korea
| | - G Bak
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - P Gwak
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - H Kim
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - D H Moon
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - E Asilar
- Hanyang University, Seoul, Korea
| | - D Kim
- Hanyang University, Seoul, Korea
| | - T J Kim
- Hanyang University, Seoul, Korea
| | | | - J Park
- Hanyang University, Seoul, Korea
| | - S Choi
- Korea University, Seoul, Korea
| | - S Han
- Korea University, Seoul, Korea
| | - B Hong
- Korea University, Seoul, Korea
| | - K Lee
- Korea University, Seoul, Korea
| | - K S Lee
- Korea University, Seoul, Korea
| | - J Park
- Korea University, Seoul, Korea
| | | | - J Yoo
- Korea University, Seoul, Korea
| | - J Goh
- Kyung Hee University, Department of Physics, Seoul, Korea
| | - H S Kim
- Sejong University, Seoul, Korea
| | - Y Kim
- Sejong University, Seoul, Korea
| | - S Lee
- Sejong University, Seoul, Korea
| | - J Almond
- Seoul National University, Seoul, Korea
| | - J H Bhyun
- Seoul National University, Seoul, Korea
| | - J Choi
- Seoul National University, Seoul, Korea
| | - S Jeon
- Seoul National University, Seoul, Korea
| | - W Jun
- Seoul National University, Seoul, Korea
| | - J Kim
- Seoul National University, Seoul, Korea
| | - J S Kim
- Seoul National University, Seoul, Korea
| | - S Ko
- Seoul National University, Seoul, Korea
| | - H Kwon
- Seoul National University, Seoul, Korea
| | - H Lee
- Seoul National University, Seoul, Korea
| | - J Lee
- Seoul National University, Seoul, Korea
| | - J Lee
- Seoul National University, Seoul, Korea
| | - S Lee
- Seoul National University, Seoul, Korea
| | - B H Oh
- Seoul National University, Seoul, Korea
| | - S B Oh
- Seoul National University, Seoul, Korea
| | - H Seo
- Seoul National University, Seoul, Korea
| | - U K Yang
- Seoul National University, Seoul, Korea
| | - I Yoon
- Seoul National University, Seoul, Korea
| | - W Jang
- University of Seoul, Seoul, Korea
| | - D Y Kang
- University of Seoul, Seoul, Korea
| | - Y Kang
- University of Seoul, Seoul, Korea
| | - S Kim
- University of Seoul, Seoul, Korea
| | - B Ko
- University of Seoul, Seoul, Korea
| | | | - Y Lee
- University of Seoul, Seoul, Korea
| | - I C Park
- University of Seoul, Seoul, Korea
| | - Y Roh
- University of Seoul, Seoul, Korea
| | | | - S Yang
- University of Seoul, Seoul, Korea
| | - S Ha
- Yonsei University, Department of Physics, Seoul, Korea
| | - H D Yoo
- Yonsei University, Department of Physics, Seoul, Korea
| | - M Choi
- Sungkyunkwan University, Suwon, Korea
| | - M R Kim
- Sungkyunkwan University, Suwon, Korea
| | - H Lee
- Sungkyunkwan University, Suwon, Korea
| | - Y Lee
- Sungkyunkwan University, Suwon, Korea
| | - I Yu
- Sungkyunkwan University, Suwon, Korea
| | - T Beyrouthy
- College of Engineering and Technology, American University of the Middle East (AUM), Dasman, Kuwait
| | - Y Maghrbi
- College of Engineering and Technology, American University of the Middle East (AUM), Dasman, Kuwait
| | | | - A Gaile
- Riga Technical University, Riga, Latvia
| | - G Pikurs
- Riga Technical University, Riga, Latvia
| | | | - M Seidel
- Riga Technical University, Riga, Latvia
| | | | | | | | | | | | | | | | - I Yusuff
- National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Z Zolkapli
- National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia
| | - J F Benitez
- Universidad de Sonora (UNISON), Hermosillo, Mexico
| | | | | | | | | | | | - A Sehrawat
- Universidad de Sonora (UNISON), Hermosillo, Mexico
| | | | - G Ayala
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | - H Castilla-Valdez
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | - E De La Cruz-Burelo
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | | | - R Lopez-Fernandez
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | | | - A Sánchez Hernández
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | | | | | - I Bautista
- Benemerita Universidad Autonoma de Puebla, Puebla, Mexico
| | - I Pedraza
- Benemerita Universidad Autonoma de Puebla, Puebla, Mexico
| | | | | | - I Bubanja
- University of Montenegro, Podgorica, Montenegro
| | - N Raicevic
- University of Montenegro, Podgorica, Montenegro
| | - P H Butler
- University of Canterbury, Christchurch, New Zealand
| | - A Ahmad
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - M I Asghar
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - A Awais
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - M I M Awan
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - H R Hoorani
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - W A Khan
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - V Avati
- AGH University of Science and Technology Faculty of Computer Science, Electronics and Telecommunications, Krakow, Poland
| | - L Grzanka
- AGH University of Science and Technology Faculty of Computer Science, Electronics and Telecommunications, Krakow, Poland
| | - M Malawski
- AGH University of Science and Technology Faculty of Computer Science, Electronics and Telecommunications, Krakow, Poland
| | - H Bialkowska
- National Centre for Nuclear Research, Swierk, Poland
| | - M Bluj
- National Centre for Nuclear Research, Swierk, Poland
| | - B Boimska
- National Centre for Nuclear Research, Swierk, Poland
| | - M Górski
- National Centre for Nuclear Research, Swierk, Poland
| | - M Kazana
- National Centre for Nuclear Research, Swierk, Poland
| | - M Szleper
- National Centre for Nuclear Research, Swierk, Poland
| | - P Zalewski
- National Centre for Nuclear Research, Swierk, Poland
| | - K Bunkowski
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - K Doroba
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - A Kalinowski
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - M Konecki
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - J Krolikowski
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - A Muhammad
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - M Araujo
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - D Bastos
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | | | - A Boletti
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - M Bozzo
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - P Faccioli
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - M Gallinaro
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - J Hollar
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - N Leonardo
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - T Niknejad
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - M Pisano
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - J Seixas
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - J Varela
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - P Adzic
- Faculty of Physics, University of Belgrade, Belgrade, Serbia
| | - P Milenovic
- Faculty of Physics, University of Belgrade, Belgrade, Serbia
| | - M Dordevic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
| | - J Milosevic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
| | - V Rekovic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
| | - M Aguilar-Benitez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J Alcaraz Maestre
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M Barrio Luna
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - Cristina F Bedoya
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M Cepeda
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M Cerrada
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - N Colino
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - B De La Cruz
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - A Delgado Peris
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - D Fernández Del Val
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J P Fernández Ramos
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J Flix
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M C Fouz
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - O Gonzalez Lopez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - S Goy Lopez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J M Hernandez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M I Josa
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J León Holgado
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - D Moran
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - C M Morcillo Perez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - Á Navarro Tobar
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - C Perez Dengra
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | | | - J Puerta Pelayo
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - I Redondo
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - D D Redondo Ferrero
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - L Romero
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - S Sánchez Navas
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - L Urda Gómez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J Vazquez Escobar
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - C Willmott
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | | | - B Alvarez Gonzalez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - J Cuevas
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - J Fernandez Menendez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - S Folgueras
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - I Gonzalez Caballero
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - J R González Fernández
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - E Palencia Cortezon
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - C Ramón Álvarez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - V Rodríguez Bouza
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - A Soto Rodríguez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - A Trapote
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - C Vico Villalba
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - P Vischia
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - S Blanco Fernández
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J A Brochero Cifuentes
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - I J Cabrillo
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - A Calderon
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J Duarte Campderros
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - M Fernandez
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Fernandez Madrazo
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - G Gomez
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Lasaosa García
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Martinez Rivero
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | | | - F Matorras
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - P Matorras Cuevas
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - E Navarrete Ramos
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J Piedra Gomez
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Prieels
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - L Scodellaro
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - I Vila
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J M Vizan Garcia
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | | | | | | | | | | | - K Liyanage
- University of Ruhuna, Department of Physics, Matara, Sri Lanka
| | - N Perera
- University of Ruhuna, Department of Physics, Matara, Sri Lanka
| | - N Wickramage
- University of Ruhuna, Department of Physics, Matara, Sri Lanka
| | - D Abbaneo
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C Amendola
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Auffray
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Auzinger
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Baechler
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Barney
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | | | - M Bianco
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - B Bilin
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A A Bin Anuar
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Bocci
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Brondolin
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C Caillol
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - T Camporesi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Cerminara
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - N Chernyavskaya
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D d'Enterria
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Dabrowski
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A David
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A De Roeck
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M M Defranchis
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Deile
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Dobson
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Fallavollita
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L Forthomme
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Franzoni
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - W Funk
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Giani
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Gigi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - K Gill
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Glege
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L Gouskos
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Haranko
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Hegeman
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - V Innocente
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - T James
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Janot
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Kieseler
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Laurila
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Lecoq
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Leutgeb
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C Lourenço
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - B Maier
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L Malgeri
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Mannelli
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A C Marini
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Meijers
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Mersi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Meschi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - V Milosevic
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Moortgat
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Mulders
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Orfanelli
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Pantaleo
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Peruzzi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Petrilli
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Petrucciani
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Pfeiffer
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Pierini
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Piparo
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - H Qu
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Rabady
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | | | - M Rovere
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - H Sakulin
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Scarfi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Selvaggi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Sharma
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - K Shchelina
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Silva
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Sphicas
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A G Stahl Leiton
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Steen
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Summers
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Treille
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Tropea
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Tsirou
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Walter
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Wanczyk
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - K A Wozniak
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Zehetner
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Zejdl
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - W D Zeuner
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | | | - L Caminada
- Paul Scherrer Institut, Villigen, Switzerland
| | - A Ebrahimi
- Paul Scherrer Institut, Villigen, Switzerland
| | - W Erdmann
- Paul Scherrer Institut, Villigen, Switzerland
| | | | - Q Ingram
- Paul Scherrer Institut, Villigen, Switzerland
| | - H C Kaestli
- Paul Scherrer Institut, Villigen, Switzerland
| | - D Kotlinski
- Paul Scherrer Institut, Villigen, Switzerland
| | - C Lange
- Paul Scherrer Institut, Villigen, Switzerland
| | - M Missiroli
- Paul Scherrer Institut, Villigen, Switzerland
| | - L Noehte
- Paul Scherrer Institut, Villigen, Switzerland
| | - T Rohe
- Paul Scherrer Institut, Villigen, Switzerland
| | - T K Aarrestad
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - K Androsov
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Backhaus
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A Calandri
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Cazzaniga
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - K Datta
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A De Cosa
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - G Dissertori
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Dittmar
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Donegà
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Eble
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Galli
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - K Gedia
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Glessgen
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Grab
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D Hits
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - W Lustermann
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A-M Lyon
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - R A Manzoni
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Marchegiani
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - L Marchese
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Martin Perez
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A Mascellani
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Nessi-Tedaldi
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Pauss
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - V Perovic
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - S Pigazzini
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M G Ratti
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Reichmann
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Reissel
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - T Reitenspiess
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - B Ristic
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Riti
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D Ruini
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D A Sanz Becerra
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - R Seidita
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - J Steggemann
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D Valsecchi
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - R Wallny
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Amsler
- Universität Zürich, Zurich, Switzerland
| | | | - C Botta
- Universität Zürich, Zurich, Switzerland
| | | | | | - K Cormier
- Universität Zürich, Zurich, Switzerland
| | - A De Wit
- Universität Zürich, Zurich, Switzerland
| | | | | | - M Huwiler
- Universität Zürich, Zurich, Switzerland
| | - W Jin
- Universität Zürich, Zurich, Switzerland
| | | | | | | | | | | | - P Meiring
- Universität Zürich, Zurich, Switzerland
| | | | | | | | - A Reimers
- Universität Zürich, Zurich, Switzerland
| | - P Robmann
- Universität Zürich, Zurich, Switzerland
| | | | | | - M Senger
- Universität Zürich, Zurich, Switzerland
| | | | - C Adloff
- National Central University, Chung-Li, Taiwan
| | - C M Kuo
- National Central University, Chung-Li, Taiwan
| | - W Lin
- National Central University, Chung-Li, Taiwan
| | - P K Rout
- National Central University, Chung-Li, Taiwan
| | - P C Tiwari
- National Central University, Chung-Li, Taiwan
| | - S S Yu
- National Central University, Chung-Li, Taiwan
| | - L Ceard
- National Taiwan University (NTU), Taipei, Taiwan
| | - Y Chao
- National Taiwan University (NTU), Taipei, Taiwan
| | - K F Chen
- National Taiwan University (NTU), Taipei, Taiwan
| | - P S Chen
- National Taiwan University (NTU), Taipei, Taiwan
| | - Z G Chen
- National Taiwan University (NTU), Taipei, Taiwan
| | - W-S Hou
- National Taiwan University (NTU), Taipei, Taiwan
| | - T H Hsu
- National Taiwan University (NTU), Taipei, Taiwan
| | - Y W Kao
- National Taiwan University (NTU), Taipei, Taiwan
| | - R Khurana
- National Taiwan University (NTU), Taipei, Taiwan
| | - G Kole
- National Taiwan University (NTU), Taipei, Taiwan
| | - Y Y Li
- National Taiwan University (NTU), Taipei, Taiwan
| | - R-S Lu
- National Taiwan University (NTU), Taipei, Taiwan
| | - E Paganis
- National Taiwan University (NTU), Taipei, Taiwan
| | - A Psallidas
- National Taiwan University (NTU), Taipei, Taiwan
| | - X F Su
- National Taiwan University (NTU), Taipei, Taiwan
| | | | - H Y Wu
- National Taiwan University (NTU), Taipei, Taiwan
| | - E Yazgan
- National Taiwan University (NTU), Taipei, Taiwan
| | - C Asawatangtrakuldee
- Chulalongkorn University, Faculty of Science, Department of Physics, Bangkok, Thailand
| | - N Srimanobhas
- Chulalongkorn University, Faculty of Science, Department of Physics, Bangkok, Thailand
| | - V Wachirapusitanand
- Chulalongkorn University, Faculty of Science, Department of Physics, Bangkok, Thailand
| | - D Agyel
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - F Boran
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - Z S Demiroglu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - F Dolek
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - I Dumanoglu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - E Eskut
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - Y Guler
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - E Gurpinar Guler
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - C Isik
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - O Kara
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - A Kayis Topaksu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - U Kiminsu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - G Onengut
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - K Ozdemir
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - A Polatoz
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - B Tali
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - U G Tok
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - S Turkcapar
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - E Uslan
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - I S Zorbakir
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - K Ocalan
- Middle East Technical University, Physics Department, Ankara, Turkey
| | - M Yalvac
- Middle East Technical University, Physics Department, Ankara, Turkey
| | - B Akgun
- Bogazici University, Istanbul, Turkey
| | | | - E Gülmez
- Bogazici University, Istanbul, Turkey
| | - M Kaya
- Bogazici University, Istanbul, Turkey
| | - O Kaya
- Bogazici University, Istanbul, Turkey
| | - S Tekten
- Bogazici University, Istanbul, Turkey
| | - A Cakir
- Istanbul Technical University, Istanbul, Turkey
| | - K Cankocak
- Istanbul Technical University, Istanbul, Turkey
| | - Y Komurcu
- Istanbul Technical University, Istanbul, Turkey
| | - S Sen
- Istanbul Technical University, Istanbul, Turkey
| | - O Aydilek
- Istanbul University, Istanbul, Turkey
| | - S Cerci
- Istanbul University, Istanbul, Turkey
| | | | | | - I Hos
- Istanbul University, Istanbul, Turkey
| | - B Isildak
- Istanbul University, Istanbul, Turkey
| | - B Kaynak
- Istanbul University, Istanbul, Turkey
| | | | - O Potok
- Istanbul University, Istanbul, Turkey
| | - H Sert
- Istanbul University, Istanbul, Turkey
| | - C Simsek
- Istanbul University, Istanbul, Turkey
| | | | | | - A Boyaryntsev
- Institute for Scintillation Materials of National Academy of Science of Ukraine, Kharkiv, Ukraine
| | - B Grynyov
- Institute for Scintillation Materials of National Academy of Science of Ukraine, Kharkiv, Ukraine
| | - L Levchuk
- National Science Centre, Kharkiv Institute of Physics and Technology, Kharkiv, Ukraine
| | - D Anthony
- University of Bristol, Bristol, United Kingdom
| | - J J Brooke
- University of Bristol, Bristol, United Kingdom
| | - A Bundock
- University of Bristol, Bristol, United Kingdom
| | - F Bury
- University of Bristol, Bristol, United Kingdom
| | - E Clement
- University of Bristol, Bristol, United Kingdom
| | - D Cussans
- University of Bristol, Bristol, United Kingdom
| | - H Flacher
- University of Bristol, Bristol, United Kingdom
| | - M Glowacki
- University of Bristol, Bristol, United Kingdom
| | - J Goldstein
- University of Bristol, Bristol, United Kingdom
| | - H F Heath
- University of Bristol, Bristol, United Kingdom
| | - L Kreczko
- University of Bristol, Bristol, United Kingdom
| | - B Krikler
- University of Bristol, Bristol, United Kingdom
| | | | | | - V J Smith
- University of Bristol, Bristol, United Kingdom
| | - N Stylianou
- University of Bristol, Bristol, United Kingdom
| | | | - R White
- University of Bristol, Bristol, United Kingdom
| | - A H Ball
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - K W Bell
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - A Belyaev
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - C Brew
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - R M Brown
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - C Cooke
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - K V Ellis
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - K Harder
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - S Harper
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - M-L Holmberg
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - Sh Jain
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - J Linacre
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - D M Newbold
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - E Olaiya
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - D Petyt
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - T Reis
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - G Salvi
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - T Schuh
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - I R Tomalin
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - T Williams
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - P Bloch
- Imperial College, London, United Kingdom
| | - C E Brown
- Imperial College, London, United Kingdom
| | | | - V Cacchio
- Imperial College, London, United Kingdom
| | | | - G S Chahal
- Imperial College, London, United Kingdom
| | - D Colling
- Imperial College, London, United Kingdom
| | - J S Dancu
- Imperial College, London, United Kingdom
| | - P Dauncey
- Imperial College, London, United Kingdom
| | - G Davies
- Imperial College, London, United Kingdom
| | - J Davies
- Imperial College, London, United Kingdom
| | | | - S Fayer
- Imperial College, London, United Kingdom
| | - G Fedi
- Imperial College, London, United Kingdom
| | - G Hall
- Imperial College, London, United Kingdom
| | | | - A Howard
- Imperial College, London, United Kingdom
| | - G Iles
- Imperial College, London, United Kingdom
| | - M Knight
- Imperial College, London, United Kingdom
| | - J Langford
- Imperial College, London, United Kingdom
| | - L Lyons
- Imperial College, London, United Kingdom
| | - A-M Magnan
- Imperial College, London, United Kingdom
| | - S Malik
- Imperial College, London, United Kingdom
| | - A Martelli
- Imperial College, London, United Kingdom
| | | | - J Nash
- Imperial College, London, United Kingdom
| | - M Pesaresi
- Imperial College, London, United Kingdom
| | | | - A Richards
- Imperial College, London, United Kingdom
| | - A Rose
- Imperial College, London, United Kingdom
| | - C Seez
- Imperial College, London, United Kingdom
| | - R Shukla
- Imperial College, London, United Kingdom
| | - A Tapper
- Imperial College, London, United Kingdom
| | - K Uchida
- Imperial College, London, United Kingdom
| | - G P Uttley
- Imperial College, London, United Kingdom
| | - L H Vage
- Imperial College, London, United Kingdom
| | - T Virdee
- Imperial College, London, United Kingdom
| | | | - N Wardle
- Imperial College, London, United Kingdom
| | | | - K Coldham
- Brunel University, Uxbridge, United Kingdom
| | - J E Cole
- Brunel University, Uxbridge, United Kingdom
| | - A Khan
- Brunel University, Uxbridge, United Kingdom
| | - P Kyberd
- Brunel University, Uxbridge, United Kingdom
| | - I D Reid
- Brunel University, Uxbridge, United Kingdom
| | | | | | | | | | | | | | | | | | | | - S Sawant
- Baylor University, Waco, Texas, USA
| | | | - M Toms
- Baylor University, Waco, Texas, USA
| | - J Wilson
- Baylor University, Waco, Texas, USA
| | - R Bartek
- Catholic University of America, Washington, DC, USA
| | - A Dominguez
- Catholic University of America, Washington, DC, USA
| | | | - A E Simsek
- Catholic University of America, Washington, DC, USA
| | - R Uniyal
- Catholic University of America, Washington, DC, USA
| | | | - R Chudasama
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - S I Cooper
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - S V Gleyzer
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - C U Perez
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - P Rumerio
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - E Usai
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - C West
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - R Yi
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - A Akpinar
- Boston University, Boston, Massachusetts, USA
| | - A Albert
- Boston University, Boston, Massachusetts, USA
| | - D Arcaro
- Boston University, Boston, Massachusetts, USA
| | - C Cosby
- Boston University, Boston, Massachusetts, USA
| | - Z Demiragli
- Boston University, Boston, Massachusetts, USA
| | - C Erice
- Boston University, Boston, Massachusetts, USA
| | - E Fontanesi
- Boston University, Boston, Massachusetts, USA
| | - D Gastler
- Boston University, Boston, Massachusetts, USA
| | - J Rohlf
- Boston University, Boston, Massachusetts, USA
| | - K Salyer
- Boston University, Boston, Massachusetts, USA
| | - D Sperka
- Boston University, Boston, Massachusetts, USA
| | - D Spitzbart
- Boston University, Boston, Massachusetts, USA
| | - I Suarez
- Boston University, Boston, Massachusetts, USA
| | - A Tsatsos
- Boston University, Boston, Massachusetts, USA
| | - S Yuan
- Boston University, Boston, Massachusetts, USA
| | - G Benelli
- Brown University, Providence, Rhode Island, USA
| | - X Coubez
- Brown University, Providence, Rhode Island, USA
| | - D Cutts
- Brown University, Providence, Rhode Island, USA
| | - M Hadley
- Brown University, Providence, Rhode Island, USA
| | - U Heintz
- Brown University, Providence, Rhode Island, USA
| | - J M Hogan
- Brown University, Providence, Rhode Island, USA
| | - T Kwon
- Brown University, Providence, Rhode Island, USA
| | - G Landsberg
- Brown University, Providence, Rhode Island, USA
| | - K T Lau
- Brown University, Providence, Rhode Island, USA
| | - D Li
- Brown University, Providence, Rhode Island, USA
| | - J Luo
- Brown University, Providence, Rhode Island, USA
| | - S Mondal
- Brown University, Providence, Rhode Island, USA
| | - M Narain
- Brown University, Providence, Rhode Island, USA
| | - N Pervan
- Brown University, Providence, Rhode Island, USA
| | - S Sagir
- Brown University, Providence, Rhode Island, USA
| | - F Simpson
- Brown University, Providence, Rhode Island, USA
| | | | - W Y Wong
- Brown University, Providence, Rhode Island, USA
| | - X Yan
- Brown University, Providence, Rhode Island, USA
| | - W Zhang
- Brown University, Providence, Rhode Island, USA
| | - S Abbott
- University of California, Davis, Davis, California, USA
| | - J Bonilla
- University of California, Davis, Davis, California, USA
| | - C Brainerd
- University of California, Davis, Davis, California, USA
| | - R Breedon
- University of California, Davis, Davis, California, USA
| | | | - M Chertok
- University of California, Davis, Davis, California, USA
| | - M Citron
- University of California, Davis, Davis, California, USA
| | - J Conway
- University of California, Davis, Davis, California, USA
| | - P T Cox
- University of California, Davis, Davis, California, USA
| | - R Erbacher
- University of California, Davis, Davis, California, USA
| | - G Haza
- University of California, Davis, Davis, California, USA
| | - F Jensen
- University of California, Davis, Davis, California, USA
| | - O Kukral
- University of California, Davis, Davis, California, USA
| | - G Mocellin
- University of California, Davis, Davis, California, USA
| | - M Mulhearn
- University of California, Davis, Davis, California, USA
| | - D Pellett
- University of California, Davis, Davis, California, USA
| | - B Regnery
- University of California, Davis, Davis, California, USA
| | - W Wei
- University of California, Davis, Davis, California, USA
| | - Y Yao
- University of California, Davis, Davis, California, USA
| | - F Zhang
- University of California, Davis, Davis, California, USA
| | - M Bachtis
- University of California, Los Angeles, California, USA
| | - R Cousins
- University of California, Los Angeles, California, USA
| | - A Datta
- University of California, Los Angeles, California, USA
| | - J Hauser
- University of California, Los Angeles, California, USA
| | - M Ignatenko
- University of California, Los Angeles, California, USA
| | - M A Iqbal
- University of California, Los Angeles, California, USA
| | - T Lam
- University of California, Los Angeles, California, USA
| | - E Manca
- University of California, Los Angeles, California, USA
| | - W A Nash
- University of California, Los Angeles, California, USA
| | - D Saltzberg
- University of California, Los Angeles, California, USA
| | - B Stone
- University of California, Los Angeles, California, USA
| | - V Valuev
- University of California, Los Angeles, California, USA
| | - R Clare
- University of California, Riverside, Riverside, California, USA
| | - M Gordon
- University of California, Riverside, Riverside, California, USA
| | - G Hanson
- University of California, Riverside, Riverside, California, USA
| | - W Si
- University of California, Riverside, Riverside, California, USA
| | - S Wimpenny
- University of California, Riverside, Riverside, California, USA
| | - J G Branson
- University of California, San Diego, La Jolla, California, USA
| | - S Cittolin
- University of California, San Diego, La Jolla, California, USA
| | - S Cooperstein
- University of California, San Diego, La Jolla, California, USA
| | - D Diaz
- University of California, San Diego, La Jolla, California, USA
| | - J Duarte
- University of California, San Diego, La Jolla, California, USA
| | - R Gerosa
- University of California, San Diego, La Jolla, California, USA
| | - L Giannini
- University of California, San Diego, La Jolla, California, USA
| | - J Guiang
- University of California, San Diego, La Jolla, California, USA
| | - R Kansal
- University of California, San Diego, La Jolla, California, USA
| | - V Krutelyov
- University of California, San Diego, La Jolla, California, USA
| | - R Lee
- University of California, San Diego, La Jolla, California, USA
| | - J Letts
- University of California, San Diego, La Jolla, California, USA
| | - M Masciovecchio
- University of California, San Diego, La Jolla, California, USA
| | - F Mokhtar
- University of California, San Diego, La Jolla, California, USA
| | - M Pieri
- University of California, San Diego, La Jolla, California, USA
| | - M Quinnan
- University of California, San Diego, La Jolla, California, USA
| | | | - V Sharma
- University of California, San Diego, La Jolla, California, USA
| | - M Tadel
- University of California, San Diego, La Jolla, California, USA
| | - E Vourliotis
- University of California, San Diego, La Jolla, California, USA
| | - F Würthwein
- University of California, San Diego, La Jolla, California, USA
| | - Y Xiang
- University of California, San Diego, La Jolla, California, USA
| | - A Yagil
- University of California, San Diego, La Jolla, California, USA
| | - A Barzdukas
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - L Brennan
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - C Campagnari
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - G Collura
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - A Dorsett
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - J Incandela
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - M Kilpatrick
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - J Kim
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - A J Li
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - P Masterson
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - H Mei
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - M Oshiro
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - J Richman
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - U Sarica
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - R Schmitz
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - F Setti
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - J Sheplock
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - D Stuart
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - S Wang
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - A Bornheim
- California Institute of Technology, Pasadena, California, USA
| | - O Cerri
- California Institute of Technology, Pasadena, California, USA
| | - A Latorre
- California Institute of Technology, Pasadena, California, USA
| | - J M Lawhorn
- California Institute of Technology, Pasadena, California, USA
| | - J Mao
- California Institute of Technology, Pasadena, California, USA
| | - H B Newman
- California Institute of Technology, Pasadena, California, USA
| | - T Q Nguyen
- California Institute of Technology, Pasadena, California, USA
| | - M Spiropulu
- California Institute of Technology, Pasadena, California, USA
| | - J R Vlimant
- California Institute of Technology, Pasadena, California, USA
| | - C Wang
- California Institute of Technology, Pasadena, California, USA
| | - S Xie
- California Institute of Technology, Pasadena, California, USA
| | - R Y Zhu
- California Institute of Technology, Pasadena, California, USA
| | - J Alison
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - S An
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - M B Andrews
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - P Bryant
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - V Dutta
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - T Ferguson
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - A Harilal
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - C Liu
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - T Mudholkar
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - S Murthy
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - M Paulini
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - A Roberts
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - A Sanchez
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - W Terrill
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - J P Cumalat
- University of Colorado Boulder, Boulder, Colorado, USA
| | - W T Ford
- University of Colorado Boulder, Boulder, Colorado, USA
| | - A Hassani
- University of Colorado Boulder, Boulder, Colorado, USA
| | | | - E MacDonald
- University of Colorado Boulder, Boulder, Colorado, USA
| | - N Manganelli
- University of Colorado Boulder, Boulder, Colorado, USA
| | - F Marini
- University of Colorado Boulder, Boulder, Colorado, USA
| | - A Perloff
- University of Colorado Boulder, Boulder, Colorado, USA
| | - C Savard
- University of Colorado Boulder, Boulder, Colorado, USA
| | - N Schonbeck
- University of Colorado Boulder, Boulder, Colorado, USA
| | - K Stenson
- University of Colorado Boulder, Boulder, Colorado, USA
| | - K A Ulmer
- University of Colorado Boulder, Boulder, Colorado, USA
| | - S R Wagner
- University of Colorado Boulder, Boulder, Colorado, USA
| | - N Zipper
- University of Colorado Boulder, Boulder, Colorado, USA
| | | | | | - X Chen
- Cornell University, Ithaca, New York, USA
| | | | - J Fan
- Cornell University, Ithaca, New York, USA
| | - X Fan
- Cornell University, Ithaca, New York, USA
| | - D Gadkari
- Cornell University, Ithaca, New York, USA
| | - S Hogan
- Cornell University, Ithaca, New York, USA
| | - J Monroy
- Cornell University, Ithaca, New York, USA
| | | | - J Reichert
- Cornell University, Ithaca, New York, USA
| | - M Reid
- Cornell University, Ithaca, New York, USA
| | - A Ryd
- Cornell University, Ithaca, New York, USA
| | - J Thom
- Cornell University, Ithaca, New York, USA
| | - P Wittich
- Cornell University, Ithaca, New York, USA
| | - R Zou
- Cornell University, Ithaca, New York, USA
| | - M Albrow
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - M Alyari
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - O Amram
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - G Apollinari
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Apresyan
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L A T Bauerdick
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Berry
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Berryhill
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - P C Bhat
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K Burkett
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J N Butler
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Canepa
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - G B Cerati
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - H W K Cheung
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - F Chlebana
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - G Cummings
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Dickinson
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - I Dutta
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - V D Elvira
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - Y Feng
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Freeman
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Gandrakota
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - Z Gecse
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Gray
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Green
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Grünendahl
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Guerrero
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - O Gutsche
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - R M Harris
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - R Heller
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - T C Herwig
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Hirschauer
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Horyn
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - B Jayatilaka
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Jindariani
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - M Johnson
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - U Joshi
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - T Klijnsma
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - B Klima
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K H M Kwok
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Lammel
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Lincoln
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - R Lipton
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - T Liu
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Madrid
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K Maeshima
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Mantilla
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Mason
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - P McBride
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - P Merkel
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Mrenna
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Nahn
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Ngadiuba
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Noonan
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - V Papadimitriou
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - N Pastika
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K Pedro
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Pena
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - F Ravera
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | | | - L Ristori
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | | | - N Smith
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Soha
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Spiegel
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Stoynev
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Taylor
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Tkaczyk
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - N V Tran
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Uplegger
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - E W Vaandering
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - I Zoi
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Aruta
- University of Florida, Gainesville, Florida, USA
| | - P Avery
- University of Florida, Gainesville, Florida, USA
| | - D Bourilkov
- University of Florida, Gainesville, Florida, USA
| | - L Cadamuro
- University of Florida, Gainesville, Florida, USA
| | - P Chang
- University of Florida, Gainesville, Florida, USA
| | - V Cherepanov
- University of Florida, Gainesville, Florida, USA
| | - R D Field
- University of Florida, Gainesville, Florida, USA
| | - E Koenig
- University of Florida, Gainesville, Florida, USA
| | - M Kolosova
- University of Florida, Gainesville, Florida, USA
| | - J Konigsberg
- University of Florida, Gainesville, Florida, USA
| | - A Korytov
- University of Florida, Gainesville, Florida, USA
| | - K H Lo
- University of Florida, Gainesville, Florida, USA
| | - K Matchev
- University of Florida, Gainesville, Florida, USA
| | - N Menendez
- University of Florida, Gainesville, Florida, USA
| | | | | | - N Rawal
- University of Florida, Gainesville, Florida, USA
| | - D Rosenzweig
- University of Florida, Gainesville, Florida, USA
| | - S Rosenzweig
- University of Florida, Gainesville, Florida, USA
| | - K Shi
- University of Florida, Gainesville, Florida, USA
| | - J Wang
- University of Florida, Gainesville, Florida, USA
| | - T Adams
- Florida State University, Tallahassee, Florida, USA
| | - A Al Kadhim
- Florida State University, Tallahassee, Florida, USA
| | - A Askew
- Florida State University, Tallahassee, Florida, USA
| | - N Bower
- Florida State University, Tallahassee, Florida, USA
| | - R Habibullah
- Florida State University, Tallahassee, Florida, USA
| | - V Hagopian
- Florida State University, Tallahassee, Florida, USA
| | - R Hashmi
- Florida State University, Tallahassee, Florida, USA
| | - R S Kim
- Florida State University, Tallahassee, Florida, USA
| | - S Kim
- Florida State University, Tallahassee, Florida, USA
| | - T Kolberg
- Florida State University, Tallahassee, Florida, USA
| | - G Martinez
- Florida State University, Tallahassee, Florida, USA
| | - H Prosper
- Florida State University, Tallahassee, Florida, USA
| | - P R Prova
- Florida State University, Tallahassee, Florida, USA
| | - O Viazlo
- Florida State University, Tallahassee, Florida, USA
| | | | - R Yohay
- Florida State University, Tallahassee, Florida, USA
| | - J Zhang
- Florida State University, Tallahassee, Florida, USA
| | - B Alsufyani
- Florida Institute of Technology, Melbourne, Florida, USA
| | - M M Baarmand
- Florida Institute of Technology, Melbourne, Florida, USA
| | - S Butalla
- Florida Institute of Technology, Melbourne, Florida, USA
| | - T Elkafrawy
- Florida Institute of Technology, Melbourne, Florida, USA
| | - M Hohlmann
- Florida Institute of Technology, Melbourne, Florida, USA
| | - R Kumar Verma
- Florida Institute of Technology, Melbourne, Florida, USA
| | - M Rahmani
- Florida Institute of Technology, Melbourne, Florida, USA
| | - M R Adams
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - C Bennett
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - R Cavanaugh
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - S Dittmer
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | | | - O Evdokimov
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - C E Gerber
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - D J Hofman
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - J H Lee
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - D S Lemos
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - A H Merrit
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - C Mills
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - S Nanda
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - G Oh
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - B Ozek
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - D Pilipovic
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - T Roy
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - S Rudrabhatla
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - M B Tonjes
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - N Varelas
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - X Wang
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - Z Ye
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - J Yoo
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | | | - D Blend
- The University of Iowa, Iowa City, Iowa, USA
| | - K Dilsiz
- The University of Iowa, Iowa City, Iowa, USA
| | - L Emediato
- The University of Iowa, Iowa City, Iowa, USA
| | - G Karaman
- The University of Iowa, Iowa City, Iowa, USA
| | - O K Köseyan
- The University of Iowa, Iowa City, Iowa, USA
| | - J-P Merlo
- The University of Iowa, Iowa City, Iowa, USA
| | | | - J Nachtman
- The University of Iowa, Iowa City, Iowa, USA
| | - O Neogi
- The University of Iowa, Iowa City, Iowa, USA
| | - H Ogul
- The University of Iowa, Iowa City, Iowa, USA
| | - Y Onel
- The University of Iowa, Iowa City, Iowa, USA
| | - A Penzo
- The University of Iowa, Iowa City, Iowa, USA
| | - C Snyder
- The University of Iowa, Iowa City, Iowa, USA
| | - E Tiras
- The University of Iowa, Iowa City, Iowa, USA
| | - B Blumenfeld
- Johns Hopkins University, Baltimore, Maryland, USA
| | - L Corcodilos
- Johns Hopkins University, Baltimore, Maryland, USA
| | - J Davis
- Johns Hopkins University, Baltimore, Maryland, USA
| | - A V Gritsan
- Johns Hopkins University, Baltimore, Maryland, USA
| | - L Kang
- Johns Hopkins University, Baltimore, Maryland, USA
| | - S Kyriacou
- Johns Hopkins University, Baltimore, Maryland, USA
| | - P Maksimovic
- Johns Hopkins University, Baltimore, Maryland, USA
| | - M Roguljic
- Johns Hopkins University, Baltimore, Maryland, USA
| | - J Roskes
- Johns Hopkins University, Baltimore, Maryland, USA
| | - S Sekhar
- Johns Hopkins University, Baltimore, Maryland, USA
| | - M Swartz
- Johns Hopkins University, Baltimore, Maryland, USA
| | - T Á Vámi
- Johns Hopkins University, Baltimore, Maryland, USA
| | - A Abreu
- The University of Kansas, Lawrence, Kansas, USA
| | | | - J Anguiano
- The University of Kansas, Lawrence, Kansas, USA
| | - P Baringer
- The University of Kansas, Lawrence, Kansas, USA
| | - A Bean
- The University of Kansas, Lawrence, Kansas, USA
| | - Z Flowers
- The University of Kansas, Lawrence, Kansas, USA
| | - D Grove
- The University of Kansas, Lawrence, Kansas, USA
| | - J King
- The University of Kansas, Lawrence, Kansas, USA
| | - G Krintiras
- The University of Kansas, Lawrence, Kansas, USA
| | | | - C Le Mahieu
- The University of Kansas, Lawrence, Kansas, USA
| | - C Lindsey
- The University of Kansas, Lawrence, Kansas, USA
| | - J Marquez
- The University of Kansas, Lawrence, Kansas, USA
| | - N Minafra
- The University of Kansas, Lawrence, Kansas, USA
| | - M Murray
- The University of Kansas, Lawrence, Kansas, USA
| | - M Nickel
- The University of Kansas, Lawrence, Kansas, USA
| | - M Pitt
- The University of Kansas, Lawrence, Kansas, USA
| | - S Popescu
- The University of Kansas, Lawrence, Kansas, USA
| | - C Rogan
- The University of Kansas, Lawrence, Kansas, USA
| | - C Royon
- The University of Kansas, Lawrence, Kansas, USA
| | - R Salvatico
- The University of Kansas, Lawrence, Kansas, USA
| | - S Sanders
- The University of Kansas, Lawrence, Kansas, USA
| | - C Smith
- The University of Kansas, Lawrence, Kansas, USA
| | - Q Wang
- The University of Kansas, Lawrence, Kansas, USA
| | - G Wilson
- The University of Kansas, Lawrence, Kansas, USA
| | - B Allmond
- Kansas State University, Manhattan, Kansas, USA
| | - A Ivanov
- Kansas State University, Manhattan, Kansas, USA
| | - K Kaadze
- Kansas State University, Manhattan, Kansas, USA
| | | | - D Kim
- Kansas State University, Manhattan, Kansas, USA
| | - Y Maravin
- Kansas State University, Manhattan, Kansas, USA
| | - K Nam
- Kansas State University, Manhattan, Kansas, USA
| | - J Natoli
- Kansas State University, Manhattan, Kansas, USA
| | - D Roy
- Kansas State University, Manhattan, Kansas, USA
| | | | - F Rebassoo
- Lawrence Livermore National Laboratory, Livermore, California, USA
| | - D Wright
- Lawrence Livermore National Laboratory, Livermore, California, USA
| | - E Adams
- University of Maryland, College Park, Maryland, USA
| | - A Baden
- University of Maryland, College Park, Maryland, USA
| | - O Baron
- University of Maryland, College Park, Maryland, USA
| | - A Belloni
- University of Maryland, College Park, Maryland, USA
| | - A Bethani
- University of Maryland, College Park, Maryland, USA
| | - Y M Chen
- University of Maryland, College Park, Maryland, USA
| | - S C Eno
- University of Maryland, College Park, Maryland, USA
| | - N J Hadley
- University of Maryland, College Park, Maryland, USA
| | - S Jabeen
- University of Maryland, College Park, Maryland, USA
| | - R G Kellogg
- University of Maryland, College Park, Maryland, USA
| | - T Koeth
- University of Maryland, College Park, Maryland, USA
| | - Y Lai
- University of Maryland, College Park, Maryland, USA
| | - S Lascio
- University of Maryland, College Park, Maryland, USA
| | - A C Mignerey
- University of Maryland, College Park, Maryland, USA
| | - S Nabili
- University of Maryland, College Park, Maryland, USA
| | - C Palmer
- University of Maryland, College Park, Maryland, USA
| | | | - M M Paranjpe
- University of Maryland, College Park, Maryland, USA
| | - L Wang
- University of Maryland, College Park, Maryland, USA
| | - K Wong
- University of Maryland, College Park, Maryland, USA
| | - J Bendavid
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - W Busza
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - I A Cali
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Y Chen
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - M D'Alfonso
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - J Eysermans
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - C Freer
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - G Gomez-Ceballos
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - M Goncharov
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - P Harris
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - D Hoang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - D Kovalskyi
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - J Krupa
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - L Lavezzo
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Y-J Lee
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - K Long
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - C Mironov
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - C Paus
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - D Rankin
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - C Roland
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - G Roland
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - S Rothman
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Z Shi
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - G S F Stephans
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - J Wang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Z Wang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - B Wyslouch
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - T J Yang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - B Crossman
- University of Minnesota, Minneapolis, Minnesota, USA
| | - B M Joshi
- University of Minnesota, Minneapolis, Minnesota, USA
| | - C Kapsiak
- University of Minnesota, Minneapolis, Minnesota, USA
| | - M Krohn
- University of Minnesota, Minneapolis, Minnesota, USA
| | - D Mahon
- University of Minnesota, Minneapolis, Minnesota, USA
| | - J Mans
- University of Minnesota, Minneapolis, Minnesota, USA
| | - B Marzocchi
- University of Minnesota, Minneapolis, Minnesota, USA
| | - S Pandey
- University of Minnesota, Minneapolis, Minnesota, USA
| | - M Revering
- University of Minnesota, Minneapolis, Minnesota, USA
| | - R Rusack
- University of Minnesota, Minneapolis, Minnesota, USA
| | - R Saradhy
- University of Minnesota, Minneapolis, Minnesota, USA
| | - N Schroeder
- University of Minnesota, Minneapolis, Minnesota, USA
| | - N Strobbe
- University of Minnesota, Minneapolis, Minnesota, USA
| | - M A Wadud
- University of Minnesota, Minneapolis, Minnesota, USA
| | - L M Cremaldi
- University of Mississippi, Oxford, Mississippi, USA
| | - K Bloom
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - M Bryson
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - D R Claes
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - C Fangmeier
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - F Golf
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - J Hossain
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - C Joo
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - I Kravchenko
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - I Reed
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - J E Siado
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - G R Snow
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - W Tabb
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - A Wightman
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - F Yan
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - D Yu
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | | | - G Agarwal
- State University of New York at Buffalo, Buffalo, New York, USA
| | - H Bandyopadhyay
- State University of New York at Buffalo, Buffalo, New York, USA
| | - L Hay
- State University of New York at Buffalo, Buffalo, New York, USA
| | - I Iashvili
- State University of New York at Buffalo, Buffalo, New York, USA
| | - A Kharchilava
- State University of New York at Buffalo, Buffalo, New York, USA
| | - C McLean
- State University of New York at Buffalo, Buffalo, New York, USA
| | - M Morris
- State University of New York at Buffalo, Buffalo, New York, USA
| | - D Nguyen
- State University of New York at Buffalo, Buffalo, New York, USA
| | - J Pekkanen
- State University of New York at Buffalo, Buffalo, New York, USA
| | - S Rappoccio
- State University of New York at Buffalo, Buffalo, New York, USA
| | - H Rejeb Sfar
- State University of New York at Buffalo, Buffalo, New York, USA
| | - A Williams
- State University of New York at Buffalo, Buffalo, New York, USA
| | - G Alverson
- Northeastern University, Boston, Massachusetts, USA
| | - E Barberis
- Northeastern University, Boston, Massachusetts, USA
| | - Y Haddad
- Northeastern University, Boston, Massachusetts, USA
| | - Y Han
- Northeastern University, Boston, Massachusetts, USA
| | - A Krishna
- Northeastern University, Boston, Massachusetts, USA
| | - J Li
- Northeastern University, Boston, Massachusetts, USA
| | - M Lu
- Northeastern University, Boston, Massachusetts, USA
| | - G Madigan
- Northeastern University, Boston, Massachusetts, USA
| | - D M Morse
- Northeastern University, Boston, Massachusetts, USA
| | - V Nguyen
- Northeastern University, Boston, Massachusetts, USA
| | - T Orimoto
- Northeastern University, Boston, Massachusetts, USA
| | - A Parker
- Northeastern University, Boston, Massachusetts, USA
| | - L Skinnari
- Northeastern University, Boston, Massachusetts, USA
| | | | - B Wang
- Northeastern University, Boston, Massachusetts, USA
| | - D Wood
- Northeastern University, Boston, Massachusetts, USA
| | | | - J Bueghly
- Northwestern University, Evanston, Illinois, USA
| | - Z Chen
- Northwestern University, Evanston, Illinois, USA
| | - K A Hahn
- Northwestern University, Evanston, Illinois, USA
| | - Y Liu
- Northwestern University, Evanston, Illinois, USA
| | - Y Miao
- Northwestern University, Evanston, Illinois, USA
| | - D G Monk
- Northwestern University, Evanston, Illinois, USA
| | - M H Schmitt
- Northwestern University, Evanston, Illinois, USA
| | - A Taliercio
- Northwestern University, Evanston, Illinois, USA
| | - M Velasco
- Northwestern University, Evanston, Illinois, USA
| | - R Band
- University of Notre Dame, Notre Dame, Indiana, USA
| | - R Bucci
- University of Notre Dame, Notre Dame, Indiana, USA
| | - S Castells
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Cremonesi
- University of Notre Dame, Notre Dame, Indiana, USA
| | - A Das
- University of Notre Dame, Notre Dame, Indiana, USA
| | - R Goldouzian
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Hildreth
- University of Notre Dame, Notre Dame, Indiana, USA
| | - K W Ho
- University of Notre Dame, Notre Dame, Indiana, USA
| | | | - C Jessop
- University of Notre Dame, Notre Dame, Indiana, USA
| | - K Lannon
- University of Notre Dame, Notre Dame, Indiana, USA
| | - J Lawrence
- University of Notre Dame, Notre Dame, Indiana, USA
| | - N Loukas
- University of Notre Dame, Notre Dame, Indiana, USA
| | - L Lutton
- University of Notre Dame, Notre Dame, Indiana, USA
| | - J Mariano
- University of Notre Dame, Notre Dame, Indiana, USA
| | - N Marinelli
- University of Notre Dame, Notre Dame, Indiana, USA
| | - I Mcalister
- University of Notre Dame, Notre Dame, Indiana, USA
| | - T McCauley
- University of Notre Dame, Notre Dame, Indiana, USA
| | - C Mcgrady
- University of Notre Dame, Notre Dame, Indiana, USA
| | - K Mohrman
- University of Notre Dame, Notre Dame, Indiana, USA
| | - C Moore
- University of Notre Dame, Notre Dame, Indiana, USA
| | - Y Musienko
- University of Notre Dame, Notre Dame, Indiana, USA
| | - H Nelson
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Osherson
- University of Notre Dame, Notre Dame, Indiana, USA
| | - R Ruchti
- University of Notre Dame, Notre Dame, Indiana, USA
| | - A Townsend
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Wayne
- University of Notre Dame, Notre Dame, Indiana, USA
| | - H Yockey
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Zarucki
- University of Notre Dame, Notre Dame, Indiana, USA
| | - L Zygala
- University of Notre Dame, Notre Dame, Indiana, USA
| | - A Basnet
- The Ohio State University, Columbus, Ohio, USA
| | - B Bylsma
- The Ohio State University, Columbus, Ohio, USA
| | - M Carrigan
- The Ohio State University, Columbus, Ohio, USA
| | - L S Durkin
- The Ohio State University, Columbus, Ohio, USA
| | - C Hill
- The Ohio State University, Columbus, Ohio, USA
| | - M Joyce
- The Ohio State University, Columbus, Ohio, USA
| | - A Lesauvage
- The Ohio State University, Columbus, Ohio, USA
| | | | - K Wei
- The Ohio State University, Columbus, Ohio, USA
| | - B L Winer
- The Ohio State University, Columbus, Ohio, USA
| | - B R Yates
- The Ohio State University, Columbus, Ohio, USA
| | - F M Addesa
- Princeton University, Princeton, New Jersey, USA
| | | | - P Das
- Princeton University, Princeton, New Jersey, USA
| | - G Dezoort
- Princeton University, Princeton, New Jersey, USA
| | - P Elmer
- Princeton University, Princeton, New Jersey, USA
| | | | - B Greenberg
- Princeton University, Princeton, New Jersey, USA
| | - N Haubrich
- Princeton University, Princeton, New Jersey, USA
| | | | - G Kopp
- Princeton University, Princeton, New Jersey, USA
| | - S Kwan
- Princeton University, Princeton, New Jersey, USA
| | - D Lange
- Princeton University, Princeton, New Jersey, USA
| | - A Loeliger
- Princeton University, Princeton, New Jersey, USA
| | - D Marlow
- Princeton University, Princeton, New Jersey, USA
| | - I Ojalvo
- Princeton University, Princeton, New Jersey, USA
| | - J Olsen
- Princeton University, Princeton, New Jersey, USA
| | - D Stickland
- Princeton University, Princeton, New Jersey, USA
| | - C Tully
- Princeton University, Princeton, New Jersey, USA
| | - S Malik
- University of Puerto Rico, Mayaguez, Puerto Rico, USA
| | - A S Bakshi
- Purdue University, West Lafayette, Indiana, USA
| | - V E Barnes
- Purdue University, West Lafayette, Indiana, USA
| | - S Chandra
- Purdue University, West Lafayette, Indiana, USA
| | - R Chawla
- Purdue University, West Lafayette, Indiana, USA
| | - S Das
- Purdue University, West Lafayette, Indiana, USA
| | - A Gu
- Purdue University, West Lafayette, Indiana, USA
| | - L Gutay
- Purdue University, West Lafayette, Indiana, USA
| | - M Jones
- Purdue University, West Lafayette, Indiana, USA
| | - A W Jung
- Purdue University, West Lafayette, Indiana, USA
| | | | - A M Koshy
- Purdue University, West Lafayette, Indiana, USA
| | - M Liu
- Purdue University, West Lafayette, Indiana, USA
| | - G Negro
- Purdue University, West Lafayette, Indiana, USA
| | | | - G Paspalaki
- Purdue University, West Lafayette, Indiana, USA
| | - S Piperov
- Purdue University, West Lafayette, Indiana, USA
| | - A Purohit
- Purdue University, West Lafayette, Indiana, USA
| | - J F Schulte
- Purdue University, West Lafayette, Indiana, USA
| | | | - J Thieman
- Purdue University, West Lafayette, Indiana, USA
| | - A K Virdi
- Purdue University, West Lafayette, Indiana, USA
| | - F Wang
- Purdue University, West Lafayette, Indiana, USA
| | - W Xie
- Purdue University, West Lafayette, Indiana, USA
| | - J Dolen
- Purdue University Northwest, Hammond, Indiana, USA
| | - N Parashar
- Purdue University Northwest, Hammond, Indiana, USA
| | - A Pathak
- Purdue University Northwest, Hammond, Indiana, USA
| | - D Acosta
- Rice University, Houston, Texas, USA
| | - A Baty
- Rice University, Houston, Texas, USA
| | | | - S Dildick
- Rice University, Houston, Texas, USA
| | | | | | - S Freed
- Rice University, Houston, Texas, USA
| | - P Gardner
- Rice University, Houston, Texas, USA
| | | | - A Kumar
- Rice University, Houston, Texas, USA
| | - W Li
- Rice University, Houston, Texas, USA
| | | | | | - R Redjimi
- Rice University, Houston, Texas, USA
| | - J Rotter
- Rice University, Houston, Texas, USA
| | | | - Y Zhang
- Rice University, Houston, Texas, USA
| | - A Bodek
- University of Rochester, Rochester, New York, USA
| | - P de Barbaro
- University of Rochester, Rochester, New York, USA
| | - R Demina
- University of Rochester, Rochester, New York, USA
| | - J L Dulemba
- University of Rochester, Rochester, New York, USA
| | - C Fallon
- University of Rochester, Rochester, New York, USA
| | | | - O Hindrichs
- University of Rochester, Rochester, New York, USA
| | | | - P Parygin
- University of Rochester, Rochester, New York, USA
| | - E Popova
- University of Rochester, Rochester, New York, USA
| | - R Taus
- University of Rochester, Rochester, New York, USA
| | | | - K Goulianos
- The Rockefeller University, New York, New York, USA
| | - B Chiarito
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - J P Chou
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - Y Gershtein
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - E Halkiadakis
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - A Hart
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - M Heindl
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - D Jaroslawski
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - O Karacheban
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - I Laflotte
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - A Lath
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - R Montalvo
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - K Nash
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - H Routray
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Salur
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Schnetzer
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Somalwar
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
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- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
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- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Thomas
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
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- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
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- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
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- University of Tennessee, Knoxville, Tennessee, USA
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- University of Tennessee, Knoxville, Tennessee, USA
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- University of Tennessee, Knoxville, Tennessee, USA
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- University of Tennessee, Knoxville, Tennessee, USA
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- University of Tennessee, Knoxville, Tennessee, USA
| | | | - L Lee
- University of Tennessee, Knoxville, Tennessee, USA
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- University of Tennessee, Knoxville, Tennessee, USA
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- University of Tennessee, Knoxville, Tennessee, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
| | - R Eusebi
- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
| | - E Appelt
- Vanderbilt University, Nashville, Tennessee, USA
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- Vanderbilt University, Nashville, Tennessee, USA
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- Vanderbilt University, Nashville, Tennessee, USA
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- Vanderbilt University, Nashville, Tennessee, USA
| | | | - A Melo
- Vanderbilt University, Nashville, Tennessee, USA
| | - F Romeo
- Vanderbilt University, Nashville, Tennessee, USA
| | - P Sheldon
- Vanderbilt University, Nashville, Tennessee, USA
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- Vanderbilt University, Nashville, Tennessee, USA
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- Vanderbilt University, Nashville, Tennessee, USA
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- University of Virginia, Charlottesville, Virginia, USA
| | - B Cox
- University of Virginia, Charlottesville, Virginia, USA
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- University of Virginia, Charlottesville, Virginia, USA
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- University of Virginia, Charlottesville, Virginia, USA
| | - A Ledovskoy
- University of Virginia, Charlottesville, Virginia, USA
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- University of Virginia, Charlottesville, Virginia, USA
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- University of Virginia, Charlottesville, Virginia, USA
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- Wayne State University, Detroit, Michigan, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - T Bose
- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - S Mondal
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - G Parida
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - D Pinna
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Savin
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - V Shang
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - V Sharma
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - W H Smith
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - D Teague
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - H F Tsoi
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - W Vetens
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Warden
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - S Afanasiev
- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Vorobyev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - N Voytishin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - B S Yuldashev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Zarubin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - I Zhizhin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Zhokin
- An institute or international laboratory covered by a cooperation agreement with CERN
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Kim SY, Hong GS, Lee JH, Lee CW, Chung WJ, Kim S. Utility of cranial MRI in non-traumatic headache patients with prior negative head CT within 1 month. Clin Radiol 2024; 79:189-196. [PMID: 38092644 DOI: 10.1016/j.crad.2023.11.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Revised: 10/27/2023] [Accepted: 11/13/2023] [Indexed: 02/15/2024]
Abstract
AIM To investigate the importance of additional cranial magnetic resonance imaging (cMRI) in non-traumatic headache patients with a prior negative head computed tomography (CT) examination within 1 month. MATERIALS AND METHODS This retrospective study analysed 162 adult patients with non-traumatic headache who underwent cMRI within 1 month of a negative initial head CT at the emergency department (ED). The diagnostic yield and false-referral rate were analysed according to the revisit duration (early [≤1 week] versus late [>1-4 weeks] revisits), patient care settings (ED versus outpatient clinics [OPC]), and clinical variables. Subsequent patient management change (PMC), such as admission and treatment (AT) or outpatient clinic treatment (OT), were also investigated. RESULTS The overall diagnostic yield of cMRI was 17.3% (28/162) and the false-referral rate was 1.2% (2/162). The diagnostic yield of cMRI was significantly different according to the patient care settings (ED, 24.7% [21/85] versus OPC, 9.1% [7/77]; p=0.02). The diagnostic yield was highest in the ED-early-revisit group (25.4% [18/71]), 45% (9/20) in those with systemic signs, and 46.7% (14/30) in those with symptom change. Among patients with positive cMRI findings, 90% (27/30) received AT and 3.3% (1/30) received OT. Among OPC-revisit-negative cMRI patients, PMC occurred in 0% (0/50). CONCLUSION The diagnostic yield of cMRI was relatively high for headache patients who revisited the ED earlier, especially in those with systemic signs or symptom change. Most positive cMRI cases experienced PMC. Negative cMRI in OPC-revisit patients might help clarify the benign nature of a condition.
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Affiliation(s)
- S Y Kim
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea
| | - G S Hong
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea.
| | - J H Lee
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea
| | - C W Lee
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea
| | - W J Chung
- Department of Health Screening and Promotion Center, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea
| | - S Kim
- Department of Clinical Epidemiology and Biostatistics, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea
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8
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Kim M, Ahn JM, Kang DY, Kim MJ, Kim KW, Koo HJ, Yang DH, Jung SC, Kim B, Wong YTA, Lam CCS, Yin WH, Wei J, Lee YT, Kao HL, Lin MS, Yu Ko T, Kim WJ, Kang SH, Lee SA, Ko E, Kim DH, Kang JW, Lee JH, Lee J, Park J, Kim H, Choi Y, Park SJ, Park DW. Low- or standard-dose edoxaban versus antiplatelet therapy for leaflet thrombus and cerebral thromboembolism after TAVR: A prespecified analysis of randomized ADAPT-TAVR trial. Am Heart J 2024; 269:167-178. [PMID: 38123045 DOI: 10.1016/j.ahj.2023.12.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Revised: 12/04/2023] [Accepted: 12/10/2023] [Indexed: 12/23/2023]
Abstract
BACKGROUND The risks of leaflet thrombosis and the associated cerebral thromboembolism are unknown according to different anticoagulation dosing after transcatheter aortic valve replacement (TAVR). The aim was to evaluate the incidence of leaflet thrombosis and cerebral thromboembolism between low-dose (30 mg) or standard-dose (60 mg) edoxaban and dual antiplatelet therapy (DAPT) after TAVR. METHODS In this prespecified subgroup analysis of the ADAPT-TAVR trial, the primary endpoint was the incidence of leaflet thrombosis on 4-dimensional computed tomography at 6-months. Key secondary endpoints were new cerebral lesions on brain magnetic resonance imaging and neurological and neurocognitive dysfunction. RESULTS Of 229 patients enrolled in this study, 118 patients were DAPT group and 111 were edoxaban group (43 [39.1%] 60 mg vs 68 [61.3%] 30 mg). There was a significantly lower incidence of leaflet thrombosis in the standard-dose edoxaban group than in the DAPT group (2.4% vs 18.3%; odds ratio [OR] 0.11; 95% confidence interval [CI], 0.01-0.55; P = .03). However, no significant difference was observed between low-dose edoxaban and DAPT (15.0% vs 18.3%; OR 0.79; 95% CI, 0.32-1.81; P = .58). Irrespective of different antithrombotic regiments, the percentages of patients with new cerebral lesions on brain MRI and worsening neurological or neurocognitive function were not significantly different. CONCLUSIONS In patients without an indication for anticoagulation after TAVR, the incidence of leaflet thrombosis was significantly lower with standard-dose edoxaban but not with low-dose edoxaban, as compared with DAPT. However, this differential effect of edoxaban on leaflet thrombosis was not associated with a reduction of new cerebral thromboembolism and neurological dysfunction.
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Affiliation(s)
- Mijin Kim
- Department of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jung-Min Ahn
- Department of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Do-Yoon Kang
- Department of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Min-Ju Kim
- Division of Biostatistics, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Kyung Won Kim
- Asan Image Metrics, Clinical Trial Center, Asan Institute for Life Sciences, Asan Medical Center, Seoul, Republic of Korea
| | - Hyun Jung Koo
- Department of Radiology Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Dong Hyun Yang
- Department of Radiology Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Seung Chai Jung
- Department of Radiology Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Byungjun Kim
- Department of Radiology, Anam Hospital, Korea University College of Medicine, Seoul, Republic of Korea
| | - Yiu Tung Anthony Wong
- Division of Cardiology, Department of Medicine, University of Hong Kong, Queen Mary Hospital, Hong Kong
| | - Cheung Chi Simon Lam
- Division of Cardiology, Department of Medicine, University of Hong Kong, Queen Mary Hospital, Hong Kong
| | - Wei-Hsian Yin
- Heart Center, Cheng Hsin General Hospital, Taipei, Taiwan
| | - Jeng Wei
- Heart Center, Cheng Hsin General Hospital, Taipei, Taiwan
| | - Yung-Tsai Lee
- Heart Center, Cheng Hsin General Hospital, Taipei, Taiwan
| | - Hsien-Li Kao
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Mao-Shin Lin
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Tsung Yu Ko
- Division of Cardiology, Department of Internal Medicine, Hsin-Chu Branch, National Taiwan University Hospital, Hsin-Chu, Taiwan
| | - Won-Jang Kim
- Department of Cardiology, CHA Bundang Medical Center, Seongnam, Republic of Korea
| | - Se Hun Kang
- Department of Cardiology, CHA Bundang Medical Center, Seongnam, Republic of Korea
| | - Seung-Ah Lee
- Department of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Euihong Ko
- Department of Cardiology, Kokura Memorial Hospital, Kitakyushu, Fukuoka, Japan
| | - Dae-Hee Kim
- Department of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Joon-Won Kang
- Department of Radiology Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jae-Hong Lee
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jinho Lee
- Department of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jinsun Park
- Department of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Hoyun Kim
- Department of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Yeonwoo Choi
- Department of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Seung-Jung Park
- Department of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Duk-Woo Park
- Department of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea.
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Oh M, Oh SJ, Lee SJ, Oh JS, Seo SY, Ryu S, Roh JH, Lee JH, Kim JS. One-Year Longitudinal Changes in Tau Accumulation on [ 18F]PI-2620 PET in the Alzheimer Spectrum. J Nucl Med 2024; 65:453-461. [PMID: 38302152 DOI: 10.2967/jnumed.123.265893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2023] [Revised: 12/08/2023] [Accepted: 12/08/2023] [Indexed: 02/03/2024] Open
Abstract
We investigated the longitudinal changes in cortical tau accumulation and their association with cognitive decline in patients in the Alzheimer disease (AD) continuum using 2-(2-([18F]fluoro)pyridin-4-yl)-9H-pyrrolo[2,3-b:4,5c']dipyridine ([18F]PI-2620) PET. Methods: We prospectively enrolled 52 participants (age, 69.7 ± 8.4 y; 18 men and 34 women): 7 with normal cognition, 28 with mild cognitive impairment, and 17 with AD. They all completed the [18F]PI-2620 and [18F]florbetaben PET, MRI, and neuropsychologic tests at baseline and, excepting the [18F]florbetaben PET, at the 1-y follow-up. Amyloid-β (Aβ) PET images were visually scored as positive (+) or negative (-). Patients on the AD continuum, including Aβ+ mild cognitive impairment and AD, were classified into early-onset (EO+) (<65 y old) or late-onset (LO+) (≥65 y old) groups. [18F]PI-2620 PET SUV ratios (SUVRs) were determined by calculating the cerebral-to-inferior cerebellar ratio. Cortical volumes were calculated using 3-dimensional T1-weighted MRI. The correlation between tau accumulation progression and cognitive decline was also investigated. Results: The global [18F]PI-2620 PET SUVRs were 1.04 ± 0.07 in 15 Aβ- patients, 1.18 ± 0.21 in 20 LO+ patients (age, 76.7 ± 3.8 y), and 1.54 ± 0.38 in 17 EO+ patients (age, 63.4 ± 5.4 y; P < 0.001) at baseline. The global SUVR increased over 1 y by 0.05 ± 0.07 (3.90%) and 0.13 ± 0.22 (8.41%) in the LO+ and EO+ groups, respectively, whereas in the Aβ- groups, it remained unchanged. The EO+ group showed higher global and regional tau deposition than did the Aβ- and LO+ groups (P < 0.05 for each) and rapid accumulation in Braak stage V (0.15 ± 0.25; 9.10% ± 12.27%; P = 0.016 and 0.008), Braak stage VI (0.08 ± 0.12; 7.16% ± 10.06%; P < 0.006 and 0.005), and global SUVR (P = 0.013) compared with the Aβ- group. In the EO+ group, the changes in SUVR in Braak stages II-VI were strongly correlated with the baseline and changes in verbal memory (P < 0.03). The LO+ group showed higher tau accumulation in Braak stage I-IV areas than did the Aβ- group (P < 0.001 for each). In the LO+ group, the change in SUVR in Braak stages III and IV moderately correlated with the change in attention (P < 0.05), and the change in SUVR in Braak stages V and VI moderately correlated with the change in visuospatial function (P < 0.005). Conclusion: These findings suggest that [18F]PI-2620 PET can be a biomarker to provide regional and chronologic information about tau pathology in the AD continuum.
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Affiliation(s)
- Minyoung Oh
- Department of Nuclear Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Seung Jun Oh
- Department of Nuclear Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Sang Ju Lee
- Department of Nuclear Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Jungsu S Oh
- Department of Nuclear Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Seung Yeon Seo
- Department of Nuclear Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
- Department of Electrical and Electronic Engineering, Yonsei University, Seoul, Korea
| | - Soorack Ryu
- Biostatistical Consulting and Research Laboratory, Medical Research Collaborating Center, Hanyang University, Seoul, Korea
| | - Jee Hoon Roh
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
- Departments of Biomedical Sciences and Physiology, Korea University College of Medicine, Seoul, Korea; and
- Department of Neurology, Anam Hospital, Korea University College of Medicine, Seoul, Korea
| | - Jae-Hong Lee
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Jae Seung Kim
- Department of Nuclear Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea;
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Heo H, Park HY, Suh CH, Shim WH, Lim JS, Lee JH, Kim SJ. Development of statistical auto-segmentation method for diffusion restriction gray matter lesions in patients with newly diagnosed sporadic Creutzfeldt-Jakob disease. Sci Rep 2024; 14:4215. [PMID: 38378772 PMCID: PMC10879176 DOI: 10.1038/s41598-024-51927-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Accepted: 01/11/2024] [Indexed: 02/22/2024] Open
Abstract
Quantification of diffusion restriction lesions in sporadic Creutzfeldt-Jakob disease (sCJD) may provide information of the disease burden. We aim to develop an automatic segmentation model for sCJD and to evaluate the volume of disease extent as a prognostic marker for overall survival. Fifty-six patients (mean age ± SD, 61.2 ± 9.9 years) were included from February 2000 to July 2020. A threshold-based segmentation was used to obtain abnormal signal intensity masks. Segmented volumes were compared with the visual grade. The Dice similarity coefficient was calculated to measure the similarity between the automatic vs. manual segmentation. Cox proportional hazards regression analysis was performed to evaluate the volume of disease extent as a prognostic marker. The automatic segmentation showed good correlation with the visual grading. The cortical lesion volumes significantly increased as the visual grade aggravated (extensive: 112.9 ± 73.2; moderate: 45.4 ± 30.4; minimal involvement: 29.6 ± 18.1 mm3) (P < 0.001). The deep gray matter lesion volumes were significantly higher for positive than for negative involvement of the deep gray matter (5.6 ± 4.6 mm3 vs. 1.0 ± 1.3 mm3, P < 0.001). The mean Dice similarity coefficients were 0.90 and 0.94 for cortical and deep gray matter lesions, respectively. However, the volume of disease extent was not associated with worse overall survival (cortical extent: P = 0.07; deep gray matter extent: P = 0.12).
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Affiliation(s)
- Hwon Heo
- Department of Convergence Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, Republic of Korea
| | - Ho Young Park
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, Republic of Korea
| | - Chong Hyun Suh
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, Republic of Korea.
| | - Woo Hyun Shim
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, Republic of Korea
| | - Jae-Sung Lim
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jae-Hong Lee
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Sang Joon Kim
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, Republic of Korea
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Hayrapetyan A, Tumasyan A, Adam W, Andrejkovic JW, Bergauer T, Chatterjee S, Damanakis K, Dragicevic M, Escalante Del Valle A, Hussain PS, Jeitler M, Krammer N, Liko D, Mikulec I, Schieck J, Schöfbeck R, Schwarz D, Sonawane M, Templ S, Waltenberger W, Wulz CE, Darwish MR, Janssen T, Van Mechelen P, Bols ES, D'Hondt J, Dansana S, De Moor A, Delcourt M, El Faham H, Lowette S, Makarenko I, Müller D, Sahasransu AR, Tavernier S, Tytgat M, Van Putte S, Vannerom D, Clerbaux B, De Lentdecker G, Favart L, Hohov D, Jaramillo J, Khalilzadeh A, Lee K, Mahdavikhorrami M, Malara A, Paredes S, Pétré L, Postiau N, Thomas L, Vanden Bemden M, Vander Velde C, Vanlaer P, De Coen M, Dobur D, Hong Y, Knolle J, Lambrecht L, Mestdach G, Rendón C, Samalan A, Skovpen K, Van Den Bossche N, Wezenbeek L, Benecke A, Bruno G, Caputo C, Delaere C, Donertas IS, Giammanco A, Jaffel K, Jain S, Lemaitre V, Lidrych J, Mastrapasqua P, Mondal K, Tran TT, Wertz S, Alves GA, Coelho E, Hensel C, Menezes De Oliveira T, Moraes A, Rebello Teles P, Soeiro M, Aldá Júnior WL, Alves Gallo Pereira M, Barroso Ferreira Filho M, Brandao Malbouisson H, Carvalho W, Chinellato J, Da Costa EM, Da Silveira GG, De Jesus Damiao D, Fonseca De Souza S, Martins J, Mora Herrera C, Mota Amarilo K, Mundim L, Nogima H, Santoro A, Silva Do Amaral SM, Sznajder A, Thiel M, Vilela Pereira A, Bernardes CA, Calligaris L, Tomei TRFP, Gregores EM, Mercadante PG, Novaes SF, Orzari B, Padula SS, Aleksandrov A, Antchev G, Hadjiiska R, Iaydjiev P, Misheva M, Shopova M, Sultanov G, Dimitrov A, Ivanov T, Litov L, Pavlov B, Petkov P, Petrov A, Shumka E, Keshri S, Thakur S, Cheng T, Guo Q, Javaid T, Mittal M, Yuan L, Bauer G, Hu Z, Liu J, Yi K, Chen GM, Chen HS, Chen M, Iemmi F, Jiang CH, Kapoor A, Liao H, Liu ZA, Monti F, Shahzad MA, Sharma R, Song JN, Tao J, Wang C, Wang J, Wang Z, Zhang H, Agapitos A, Ban Y, Levin A, Li C, Li Q, Mao Y, Qian SJ, Sun X, Wang D, Yang H, Zhang L, Zhou C, You Z, Lu N, Gao X, Leggat D, Okawa H, Zhang Y, Lin Z, Lu C, Xiao M, Avila C, Barbosa Trujillo DA, Cabrera A, Florez C, Fraga J, Reyes Vega JA, Mejia Guisao J, Ramirez F, Rodriguez M, Ruiz Alvarez JD, Giljanovic D, Godinovic N, Lelas D, Sculac A, Kovac M, Sculac T, Bargassa P, Brigljevic V, Chitroda BK, Ferencek D, Mishra S, Starodumov A, Susa T, Attikis A, Christoforou K, Konstantinou S, Mousa J, Nicolaou C, Ptochos F, Razis PA, Rykaczewski H, Saka H, Stepennov A, Finger M, Finger M, Kveton A, Ayala E, Carrera Jarrin E, Assran Y, Elgammal S, Abdullah Al-Mashad M, Mahmoud MA, Dewanjee RK, Ehataht K, Kadastik M, Lange T, Nandan S, Nielsen C, Pata J, Raidal M, Tani L, Veelken C, Kirschenmann H, Osterberg K, Voutilainen M, Bharthuar S, Brücken E, Garcia F, Havukainen J, Kallonen KTS, Kim MS, Kinnunen R, Lampén T, Lassila-Perini K, Lehti S, Lindén T, Lotti M, Martikainen L, Myllymäki M, Rantanen MM, Siikonen H, Tuominen E, Tuominiemi J, Luukka P, Petrow H, Tuuva T, Besancon M, Couderc F, Dejardin M, Denegri D, Faure JL, Ferri F, Ganjour S, Gras P, Hamel de Monchenault G, Lohezic V, Malcles J, Rander J, Rosowsky A, Sahin MÖ, Savoy-Navarro A, Simkina P, Titov M, Baldenegro Barrera C, Beaudette F, Buchot Perraguin A, Busson P, Cappati A, Charlot C, Damas F, Davignon O, De Wit A, Falmagne G, Fontana Santos Alves BA, Ghosh S, Gilbert A, Granier de Cassagnac R, Hakimi A, Harikrishnan B, Kalipoliti L, Liu G, Motta J, Nguyen M, Ochando C, Portales L, Salerno R, Sarkar U, Sauvan JB, Sirois Y, Tarabini A, Vernazza E, Zabi A, Zghiche A, Agram JL, Andrea J, Apparu D, Bloch D, Brom JM, Chabert EC, Collard C, Falke S, Goerlach U, Grimault C, Haeberle R, Le Bihan AC, Sessini MA, Van Hove P, Beauceron S, Blancon B, Boudoul G, Chanon N, Choi J, Contardo D, Depasse P, Dozen C, El Mamouni H, Fay J, Gascon S, Gouzevitch M, Greenberg C, Grenier G, Ille B, Laktineh IB, Lethuillier M, Mirabito L, Perries S, Purohit A, Vander Donckt M, Verdier P, Xiao J, Khvedelidze A, Lomidze I, Tsamalaidze Z, Botta V, Feld L, Klein K, Lipinski M, Meuser D, Pauls A, Röwert N, Teroerde M, Diekmann S, Dodonova A, Eich N, Eliseev D, Engelke F, Erdmann M, Fackeldey P, Fischer B, Hebbeker T, Hoepfner K, Ivone F, Jung A, Lee MY, Mastrolorenzo L, Merschmeyer M, Meyer A, Mukherjee S, Noll D, Novak A, Nowotny F, Pozdnyakov A, Rath Y, Redjeb W, Rehm F, Reithler H, Sarkisovi V, Schmidt A, Schuler SC, Sharma A, Stein A, Torres Da Silva De Araujo F, Vigilante L, Wiedenbeck S, Zaleski S, Dziwok C, Flügge G, Haj Ahmad W, Kress T, Nowack A, Pooth O, Stahl A, Ziemons T, Zotz A, Aarup Petersen H, Aldaya Martin M, Alimena J, Amoroso S, An Y, Baxter S, Bayatmakou M, Becerril Gonzalez H, Behnke O, Belvedere A, Bhattacharya S, Blekman F, Borras K, Brunner D, Campbell A, Cardini A, Cheng C, Colombina F, Consuegra Rodríguez S, Correia Silva G, De Silva M, Eckerlin G, Eckstein D, Estevez Banos LI, Filatov O, Gallo E, Geiser A, Giraldi A, Greau G, Guglielmi V, Guthoff M, Hinzmann A, Jafari A, Jeppe L, Jomhari NZ, Kaech B, Kasemann M, Kaveh H, Kleinwort C, Kogler R, Komm M, Krücker D, Lange W, Leyva Pernia D, Lipka K, Lohmann W, Mankel R, Melzer-Pellmann IA, Mendizabal Morentin M, Metwally J, Meyer AB, Milella G, Mussgiller A, Nürnberg A, Otarid Y, Pérez Adán D, Ranken E, Raspereza A, Ribeiro Lopes B, Rübenach J, Saggio A, Scham M, Schnake S, Schütze P, Schwanenberger C, Selivanova D, Shchedrolosiev M, Sosa Ricardo RE, Sreelatha Pramod LP, Stafford D, Vazzoler F, Ventura Barroso A, Walsh R, Wang Q, Wen Y, Wichmann K, Wiens L, Wissing C, Wuchterl S, Yang Y, Zimermmane Castro Santos A, Albrecht A, Albrecht S, Antonello M, Bein S, Benato L, Bonanomi M, Connor P, Eich M, El Morabit K, Fischer Y, Fröhlich A, Garbers C, Garutti E, Grohsjean A, Hajheidari M, Haller J, Jabusch HR, Kasieczka G, Keicher P, Klanner R, Korcari W, Kramer T, Kutzner V, Labe F, Lange J, Lobanov A, Matthies C, Mehta A, Moureaux L, Mrowietz M, Nigamova A, Nissan Y, Paasch A, Pena Rodriguez KJ, Quadfasel T, Raciti B, Rieger M, Savoiu D, Schindler J, Schleper P, Schröder M, Schwandt J, Sommerhalder M, Stadie H, Steinbrück G, Tews A, Wolf M, Brommer S, Burkart M, Butz E, Chwalek T, Dierlamm A, Droll A, Faltermann N, Giffels M, Gottmann A, Hartmann F, Hofsaess R, Horzela M, Husemann U, Klute M, Koppenhöfer R, Link M, Lintuluoto A, Maier S, Mitra S, Mormile M, Müller T, Neukum M, Oh M, Quast G, Rabbertz K, Regnery B, Shadskiy N, Shvetsov I, Simonis HJ, Trevisani N, Ulrich R, van der Linden J, Von Cube RF, Wassmer M, Wieland S, Wittig F, Wolf R, Wunsch S, Zuo X, Anagnostou G, Assiouras P, Daskalakis G, Kyriakis A, Papadopoulos A, Stakia A, Kontaxakis P, Melachroinos G, Panagiotou A, Papavergou I, Paraskevas I, Saoulidou N, Theofilatos K, Tziaferi E, Vellidis K, Zisopoulos I, Bakas G, Chatzistavrou T, Karapostoli G, Kousouris K, Papakrivopoulos I, Siamarkou E, Tsipolitis G, Zacharopoulou A, Adamidis K, Bestintzanos I, Evangelou I, Foudas C, Gianneios P, Kamtsikis C, Katsoulis P, Kokkas P, Kosmoglou Kioseoglou PG, Manthos N, Papadopoulos I, Strologas J, Csanád M, Farkas K, Gadallah MMA, Kadlecsik Á, Major P, Mandal K, Pásztor G, Rádl AJ, Veres GI, Bartók M, Hajdu C, Horvath D, Sikler F, Veszpremi V, Raics P, Ujvari B, Zilizi G, Bencze G, Czellar S, Karancsi J, Molnar J, Szillasi Z, Csorgo T, Nemes F, Novak T, Babbar J, Bansal S, Beri SB, Bhatnagar V, Chaudhary G, Chauhan S, Dhingra N, Gupta R, Kaur A, Kaur A, Kaur H, Kaur M, Kumar S, Meena M, Sandeep K, Sheokand T, Singh JB, Singla A, Ahmed A, Bhardwaj A, Chhetri A, Choudhary BC, Kumar A, Naimuddin M, Ranjan K, Saumya S, Acharya S, Baradia S, Barman S, Bhattacharya S, Bhowmik D, Dutta S, Dutta S, Gomber B, Palit P, Saha G, Sahu B, Sarkar S, Ameen MM, Behera PK, Behera SC, Chatterjee S, Jana P, Kalbhor P, Komaragiri JR, Kumar D, Panwar L, Pradhan R, Pujahari PR, Saha NR, Sharma A, Sikdar AK, Verma S, Aziz T, Das I, Dugad S, Kumar M, Mohanty GB, Suryadevara P, Bala A, Banerjee S, Chatterjee RM, Guchait M, Jain S, Karmakar S, Kumar S, Majumder G, Mazumdar K, Mukherjee S, Parolia S, Thachayath A, Bahinipati S, Das AK, Kar C, Maity D, Mal P, Mishra T, Muraleedharan Nair Bindhu VK, Naskar K, Nayak A, Sadangi P, Saha P, Swain SK, Varghese S, Vats D, Alpana A, Dube S, Kansal B, Laha A, Rastogi A, Sharma S, Bakhshiansohi H, Khazaie E, Zeinali M, Chenarani S, Etesami SM, Khakzad M, Mohammadi Najafabadi M, Grunewald M, Abbrescia M, Aly R, Colaleo A, Creanza D, D' Anzi B, De Filippis N, De Palma M, Di Florio A, Elmetenawee W, Fiore L, Iaselli G, Maggi G, Maggi M, Margjeka I, Mastrapasqua V, My S, Nuzzo S, Pellecchia A, Pompili A, Pugliese G, Radogna R, Ramirez-Sanchez G, Ramos D, Ranieri A, Silvestris L, Simone FM, Sözbilir Ü, Stamerra A, Venditti R, Verwilligen P, Zaza A, Abbiendi G, Battilana C, Borgonovi L, Campanini R, Capiluppi P, Castro A, Cavallo FR, Cuffiani M, Dallavalle GM, Diotalevi T, Fabbri F, Fanfani A, Fasanella D, Giacomelli P, Giommi L, Grandi C, Guiducci L, Lo Meo S, Lunerti L, Marcellini S, Masetti G, Navarria FL, Perrotta A, Primavera F, Rossi AM, Rovelli T, Siroli GP, Costa S, Di Mattia A, Potenza R, Tricomi A, Tuve C, Barbagli G, Bardelli G, Camaiani B, Cassese A, Ceccarelli R, Ciulli V, Civinini C, D'Alessandro R, Focardi E, Kello T, Latino G, Lenzi P, Lizzo M, Meschini M, Paoletti S, Papanastassiou A, Sguazzoni G, Viliani L, Benussi L, Bianco S, Meola S, Piccolo D, Chatagnon P, Ferro F, Robutti E, Tosi S, Benaglia A, Boldrini G, Brivio F, Cetorelli F, De Guio F, Dinardo ME, Dini P, Gennai S, Gerosa R, Ghezzi A, Govoni P, Guzzi L, Lucchini MT, Malberti M, Malvezzi S, Massironi A, Menasce D, Moroni L, Paganoni M, Pedrini D, Pinolini BS, Ragazzi S, Tabarelli de Fatis T, Zuolo D, Buontempo S, Cagnotta A, Carnevali F, Cavallo N, De Iorio A, Fabozzi F, Iorio AOM, Lista L, Paolucci P, Rossi B, Sciacca C, Ardino R, Azzi P, Bacchetta N, Bisello D, Bortignon P, Bragagnolo A, Carlin R, Checchia P, Dorigo T, Fantinel S, Fanzago F, Gasparini U, Grosso G, Layer L, Lusiani E, Margoni M, Migliorini M, Pazzini J, Ronchese P, Rossin R, Simonetto F, Strong G, Tosi M, Triossi A, Ventura S, Yarar H, Zanetti M, Zotto P, Zucchetta A, Zumerle G, Abu Zeid S, Aimè C, Braghieri A, Calzaferri S, Fiorina D, Montagna P, Re V, Riccardi C, Salvini P, Vai I, Vitulo P, Ajmal S, Asenov P, Bilei GM, Ciangottini D, Fanò L, Magherini M, Mantovani G, Mariani V, Menichelli M, Moscatelli F, Piccinelli A, Presilla M, Rossi A, Santocchia A, Spiga D, Tedeschi T, Azzurri P, Bagliesi G, Bhattacharya R, Bianchini L, Boccali T, Bossini E, Bruschini D, Castaldi R, Ciocci MA, Cipriani M, D'Amante V, Dell'Orso R, Donato S, Giassi A, Ligabue F, Matos Figueiredo D, Messineo A, Musich M, Palla F, Rizzi A, Rolandi G, Roy Chowdhury S, Sarkar T, Scribano A, Spagnolo P, Tenchini R, Tonelli G, Turini N, Venturi A, Verdini PG, Barria P, Campana M, Cavallari F, Cunqueiro Mendez L, Del Re D, Di Marco E, Diemoz M, Errico F, Longo E, Meridiani P, Mijuskovic J, Organtini G, Pandolfi F, Paramatti R, Quaranta C, Rahatlou S, Rovelli C, Santanastasio F, Soffi L, Amapane N, Arcidiacono R, Argiro S, Arneodo M, Bartosik N, Bellan R, Bellora A, Biino C, Cartiglia N, Costa M, Covarelli R, Demaria N, Finco L, Grippo M, Kiani B, Legger F, Luongo F, Mariotti C, Maselli S, Mecca A, Migliore E, Monteno M, Mulargia R, Obertino MM, Ortona G, Pacher L, Pastrone N, Pelliccioni M, Ruspa M, Siviero F, Sola V, Solano A, Soldi D, Staiano A, Tarricone C, Tornago M, Trocino D, Umoret G, Vlasov E, Belforte S, Candelise V, Casarsa M, Cossutti F, De Leo K, Della Ricca G, Dogra S, Hong J, Huh C, Kim B, Kim DH, Kim J, Lee H, Lee SW, Moon CS, Oh YD, Ryu MS, Sekmen S, Yang YC, Bak G, Gwak P, Kim H, Moon DH, Asilar E, Kim D, Kim TJ, Merlin JA, Park J, Choi S, Han S, Hong B, Lee K, Lee KS, Lee S, Park J, Park SK, Yoo J, Goh J, Kim HS, Kim Y, Lee S, Almond J, Bhyun JH, Choi J, Jun W, Kim J, Kim JS, Ko S, Kwon H, Lee H, Lee J, Lee J, Oh BH, Oh SB, Seo H, Yang UK, Yoon I, Jang W, Kang DY, Kang Y, Kim S, Ko B, Lee JSH, Lee Y, Park IC, Roh Y, Watson IJ, Yang S, Ha S, Yoo HD, Choi M, Kim MR, Lee H, Lee Y, Yu I, Beyrouthy T, Maghrbi Y, Dreimanis K, Gaile A, Pikurs G, Potrebko A, Seidel M, Veckalns V, Strautnieks NR, Ambrozas M, Juodagalvis A, Rinkevicius A, Tamulaitis G, Bin Norjoharuddeen N, Yusuff I, Zolkapli Z, Benitez JF, Castaneda Hernandez A, Encinas Acosta HA, Gallegos Maríñez LG, León Coello M, Murillo Quijada JA, Sehrawat A, Valencia Palomo L, Ayala G, Castilla-Valdez H, De La Cruz-Burelo E, Heredia-De La Cruz I, Lopez-Fernandez R, Mondragon Herrera CA, Sánchez Hernández A, Oropeza Barrera C, Ramírez García M, Bautista I, Pedraza I, Salazar Ibarguen HA, Uribe Estrada C, Bubanja I, Raicevic N, Butler PH, Ahmad A, Asghar MI, Awais A, Awan MIM, Hoorani HR, Khan WA, Avati V, Grzanka L, Malawski M, Bialkowska H, Bluj M, Boimska B, Górski M, Kazana M, Szleper M, Zalewski P, Bunkowski K, Doroba K, Kalinowski A, Konecki M, Krolikowski J, Muhammad A, Araujo M, Bastos D, Beirão Da Cruz E Silva C, Boletti A, Bozzo M, Faccioli P, Gallinaro M, Hollar J, Leonardo N, Niknejad T, Petrilli A, Pisano M, Seixas J, Varela J, Wulff JW, Adzic P, Milenovic P, Dordevic M, Milosevic J, Rekovic V, Aguilar-Benitez M, Alcaraz Maestre J, Bedoya CF, Cepeda M, Cerrada M, Colino N, De La Cruz B, Delgado Peris A, Fernández Del Val D, Fernández Ramos JP, Flix J, Fouz MC, Gonzalez Lopez O, Goy Lopez S, Hernandez JM, Josa MI, León Holgado J, Moran D, Morcillo Perez CM, Navarro Tobar Á, Perez Dengra C, Pérez-Calero Yzquierdo A, Puerta Pelayo J, Redondo I, Redondo Ferrero DD, Romero L, Sánchez Navas S, Urda Gómez L, Vazquez Escobar J, Willmott C, de Trocóniz JF, Alvarez Gonzalez B, Cuevas J, Fernandez Menendez J, Folgueras S, Gonzalez Caballero I, González Fernández JR, Palencia Cortezon E, Ramón Álvarez C, Rodríguez Bouza V, Soto Rodríguez A, Trapote A, Vico Villalba C, Vischia P, Bhowmik S, Blanco Fernández S, Brochero Cifuentes JA, Cabrillo IJ, Calderon A, Duarte Campderros J, Fernandez M, Fernandez Madrazo C, Gomez G, Lasaosa García C, Martinez Rivero C, Martinez Ruiz Del Arbol P, Matorras F, Matorras Cuevas P, Navarrete Ramos E, Piedra Gomez J, Scodellaro L, Vila I, Vizan Garcia JM, Jayananda MK, Kailasapathy B, Sonnadara DUJ, Wickramarathna DDC, Dharmaratna WGD, Liyanage K, Perera N, Wickramage N, Abbaneo D, Amendola C, Auffray E, Auzinger G, Baechler J, Barney D, Bermúdez Martínez A, Bianco M, Bilin B, Bin Anuar AA, Bocci A, Brondolin E, Caillol C, Camporesi T, Cerminara G, Chernyavskaya N, d'Enterria D, Dabrowski A, David A, De Roeck A, Defranchis MM, Deile M, Dobson M, Fallavollita F, Forthomme L, Franzoni G, Funk W, Giani S, Gigi D, Gill K, Glege F, Gouskos L, Haranko M, Hegeman J, Huber B, Innocente V, James T, Janot P, Kieseler J, Laurila S, Lecoq P, Leutgeb E, Lourenço C, Maier B, Malgeri L, Mannelli M, Marini AC, Matthewman M, Meijers F, Mersi S, Meschi E, Milosevic V, Moortgat F, Mulders M, Orfanelli S, Pantaleo F, Peruzzi M, Petrucciani G, Pfeiffer A, Pierini M, Piparo D, Qu H, Rabady D, Reales Gutiérrez G, Rovere M, Sakulin H, Scarfi S, Selvaggi M, Sharma A, Shchelina K, Silva P, Sphicas P, Stahl Leiton AG, Steen A, Summers S, Treille D, Tropea P, Tsirou A, Walter D, Wanczyk J, Wozniak KA, Zehetner P, Zejdl P, Zeuner WD, Bevilacqua T, Caminada L, Ebrahimi A, Erdmann W, Horisberger R, Ingram Q, Kaestli HC, Kotlinski D, Lange C, Missiroli M, Noehte L, Rohe T, Aarrestad TK, Androsov K, Backhaus M, Calandri A, Cazzaniga C, Datta K, De Cosa A, Dissertori G, Dittmar M, Donegà M, Eble F, Galli M, Gedia K, Glessgen F, Grab C, Hits D, Lustermann W, Lyon AM, Manzoni RA, Marchegiani M, Marchese L, Martin Perez C, Mascellani A, Nessi-Tedaldi F, Pauss F, Perovic V, Pigazzini S, Ratti MG, Reichmann M, Reissel C, Reitenspiess T, Ristic B, Riti F, Ruini D, Sanz Becerra DA, Seidita R, Steggemann J, Valsecchi D, Wallny R, Amsler C, Bärtschi P, Botta C, Brzhechko D, Canelli MF, Cormier K, Del Burgo R, Heikkilä JK, Huwiler M, Jin W, Jofrehei A, Kilminster B, Leontsinis S, Liechti SP, Macchiolo A, Meiring P, Mikuni VM, Molinatti U, Neutelings I, Reimers A, Robmann P, Sanchez Cruz S, Schweiger K, Senger M, Takahashi Y, Tramontano R, Adloff C, Kuo CM, Lin W, Rout PK, Tiwari PC, Yu SS, Ceard L, Chao Y, Chen KF, Chen PS, Chen ZG, Hou WS, Hsu TH, Kao YW, Khurana R, Kole G, Li YY, Lu RS, Paganis E, Psallidas A, Su XF, Thomas-Wilsker J, Tsai LS, Wu HY, Yazgan E, Asawatangtrakuldee C, Srimanobhas N, Wachirapusitanand V, Agyel D, Boran F, Demiroglu ZS, Dolek F, Dumanoglu I, Eskut E, Guler Y, Gurpinar Guler E, Isik C, Kara O, Kayis Topaksu A, Kiminsu U, Onengut G, Ozdemir K, Polatoz A, Tali B, Tok UG, Turkcapar S, Uslan E, Zorbakir IS, Yalvac M, Akgun B, Atakisi IO, Gülmez E, Kaya M, Kaya O, Tekten S, Cakir A, Cankocak K, Komurcu Y, Sen S, Aydilek O, Cerci S, Epshteyn V, Hacisahinoglu B, Hos I, Isildak B, Kaynak B, Ozkorucuklu S, Potok O, Sert H, Simsek C, Sunar Cerci D, Zorbilmez C, Boyaryntsev A, Grynyov B, Levchuk L, Anthony D, Brooke JJ, Bundock A, Bury F, Clement E, Cussans D, Flacher H, Glowacki M, Goldstein J, Heath HF, Kreczko L, Krikler B, Paramesvaran S, Seif El Nasr-Storey S, Smith VJ, Stylianou N, Walkingshaw Pass K, White R, Ball AH, Bell KW, Belyaev A, Brew C, Brown RM, Cockerill DJA, Cooke C, Ellis KV, Harder K, Harper S, Holmberg ML, Linacre J, Manolopoulos K, Newbold DM, Olaiya E, Petyt D, Reis T, Salvi G, Schuh T, Shepherd-Themistocleous CH, Tomalin IR, Williams T, Bainbridge R, Bloch P, Brown CE, Buchmuller O, Cacchio V, Carrillo Montoya CA, Chahal GS, Colling D, Dancu JS, Dauncey P, Davies G, Davies J, Della Negra M, Fayer S, Fedi G, Hall G, Hassanshahi MH, Howard A, Iles G, Knight M, Langford J, Lyons L, Magnan AM, Malik S, Martelli A, Mieskolainen M, Nash J, Pesaresi M, Radburn-Smith BC, Richards A, Rose A, Seez C, Shukla R, Tapper A, Uchida K, Uttley GP, Vage LH, Virdee T, Vojinovic M, Wardle N, Winterbottom D, Coldham K, Cole JE, Khan A, Kyberd P, Reid ID, Abdullin S, Brinkerhoff A, Caraway B, Dittmann J, Hatakeyama K, Hiltbrand J, Kanuganti AR, McMaster B, Saunders M, Sawant S, Sutantawibul C, Toms M, Wilson J, Bartek R, Dominguez A, Huerta Escamilla C, Simsek AE, Uniyal R, Vargas Hernandez AM, Chudasama R, Cooper SI, Gleyzer SV, Perez CU, Rumerio P, Usai E, West C, Yi R, Akpinar A, Albert A, Arcaro D, Cosby C, Demiragli Z, Erice C, Fontanesi E, Gastler D, Jeon S, Rohlf J, Salyer K, Sperka D, Spitzbart D, Suarez I, Tsatsos A, Yuan S, Benelli G, Coubez X, Cutts D, Hadley M, Heintz U, Hogan JM, Kwon T, Landsberg G, Lau KT, Li D, Luo J, Mondal S, Narain M, Pervan N, Sagir S, Simpson F, Stamenkovic M, Wong WY, Yan X, Zhang W, Abbott S, Bonilla J, Brainerd C, Breedon R, Calderon De La Barca Sanchez M, Chertok M, Citron M, Conway J, Cox PT, Erbacher R, Jensen F, Kukral O, Mocellin G, Mulhearn M, Pellett D, Wei W, Yao Y, Zhang F, Bachtis M, Cousins R, Datta A, Hauser J, Ignatenko M, Iqbal MA, Lam T, Manca E, Nash WA, Saltzberg D, Stone B, Valuev V, Clare R, Gordon M, Hanson G, Si W, Wimpenny S, Branson JG, Cittolin S, Cooperstein S, Diaz D, Duarte J, Giannini L, Guiang J, Kansal R, Krutelyov V, Lee R, Letts J, Masciovecchio M, Mokhtar F, Pieri M, Quinnan M, Sathia Narayanan BV, Sharma V, Tadel M, Vourliotis E, Würthwein F, Xiang Y, Yagil A, Barzdukas A, Brennan L, Campagnari C, Collura G, Dorsett A, Incandela J, Kilpatrick M, Kim J, Li AJ, Masterson P, Mei H, Oshiro M, Richman J, Sarica U, Schmitz R, Setti F, Sheplock J, Stuart D, Wang S, Bornheim A, Cerri O, Latorre A, Lawhorn JM, Mao J, Newman HB, Nguyen TQ, Spiropulu M, Vlimant JR, Wang C, Xie S, Zhu RY, Alison J, An S, Andrews MB, Bryant P, Dutta V, Ferguson T, Harilal A, Liu C, Mudholkar T, Murthy S, Paulini M, Roberts A, Sanchez A, Terrill W, Cumalat JP, Ford WT, Hassani A, Karathanasis G, MacDonald E, Manganelli N, Marini F, Perloff A, Savard C, Schonbeck N, Stenson K, Ulmer KA, Wagner SR, Zipper N, Alexander J, Bright-Thonney S, Chen X, Cranshaw DJ, Fan J, Fan X, Gadkari D, Hogan S, Monroy J, Patterson JR, Reichert J, Reid M, Ryd A, Thom J, Wittich P, Zou R, Albrow M, Alyari M, Amram O, Apollinari G, Apresyan A, Bauerdick LAT, Berry D, Berryhill J, Bhat PC, Burkett K, Butler JN, Canepa A, Cerati GB, Cheung HWK, Chlebana F, Cummings G, Dickinson J, Dutta I, Elvira VD, Feng Y, Freeman J, Gandrakota A, Gecse Z, Gray L, Green D, Grummer A, Grünendahl S, Guerrero D, Gutsche O, Harris RM, Heller R, Herwig TC, Hirschauer J, Horyn L, Jayatilaka B, Jindariani S, Johnson M, Joshi U, Klijnsma T, Klima B, Kwok KHM, Lammel S, Lincoln D, Lipton R, Liu T, Madrid C, Maeshima K, Mantilla C, Mason D, McBride P, Merkel P, Mrenna S, Nahn S, Ngadiuba J, Noonan D, Papadimitriou V, Pastika N, Pedro K, Pena C, Ravera F, Reinsvold Hall A, Ristori L, Sexton-Kennedy E, Smith N, Soha A, Spiegel L, Stoynev S, Taylor L, Tkaczyk S, Tran NV, Uplegger L, Vaandering EW, Zoi I, Aruta C, Avery P, Bourilkov D, Cadamuro L, Chang P, Cherepanov V, Field RD, Koenig E, Kolosova M, Konigsberg J, Korytov A, Lo KH, Matchev K, Menendez N, Mitselmakher G, Mohrman K, Muthirakalayil Madhu A, Rawal N, Rosenzweig D, Rosenzweig S, Shi K, Wang J, Adams T, Al Kadhim A, Askew A, Bower N, Habibullah R, Hagopian V, Hashmi R, Kim RS, Kim S, Kolberg T, Martinez G, Prosper H, Prova PR, Viazlo O, Wulansatiti M, Yohay R, Zhang J, Alsufyani B, Baarmand MM, Butalla S, Elkafrawy T, Hohlmann M, Kumar Verma R, Rahmani M, Adams MR, Bennett C, Cavanaugh R, Dittmer S, Escobar Franco R, Evdokimov O, Gerber CE, Hofman DJ, Lee JH, Lemos DS, Merrit AH, Mills C, Nanda S, Oh G, Ozek B, Pilipovic D, Roy T, Rudrabhatla S, Tonjes MB, Varelas N, Wang X, Ye Z, Yoo J, Alhusseini M, Blend D, Dilsiz K, Emediato L, Karaman G, Köseyan OK, Merlo JP, Mestvirishvili A, Nachtman J, Neogi O, Ogul H, Onel Y, Penzo A, Snyder C, Tiras E, Blumenfeld B, Corcodilos L, Davis J, Gritsan AV, Kang L, Kyriacou S, Maksimovic P, Roguljic M, Roskes J, Sekhar S, Swartz M, Vámi TÁ, Abreu A, Alcerro Alcerro LF, Anguiano J, Baringer P, Bean A, Flowers Z, Grove D, King J, Krintiras G, Lazarovits M, Le Mahieu C, Lindsey C, Marquez J, Minafra N, Murray M, Nickel M, Pitt M, Popescu S, Rogan C, Royon C, Salvatico R, Sanders S, Smith C, Wang Q, Wilson G, Allmond B, Ivanov A, Kaadze K, Kalogeropoulos A, Kim D, Maravin Y, Nam K, Natoli J, Roy D, Sorrentino G, Rebassoo F, Wright D, Adams E, Baden A, Baron O, Belloni A, Bethani A, Chen YM, Eno SC, Hadley NJ, Jabeen S, Kellogg RG, Koeth T, Lai Y, Lascio S, Mignerey AC, Nabili S, Palmer C, Papageorgakis C, Paranjpe MM, Wang L, Wong K, Bendavid J, Busza W, Cali IA, Chen Y, D'Alfonso M, Eysermans J, Freer C, Gomez-Ceballos G, Goncharov M, Harris P, Hoang D, Kovalskyi D, Krupa J, Lavezzo L, Lee YJ, Long K, Mironov C, Paus C, Rankin D, Roland C, Roland G, Rothman S, Shi Z, Stephans GSF, Wang J, Wang Z, Wyslouch B, Yang TJ, Crossman B, Joshi BM, Kapsiak C, Krohn M, Mahon D, Mans J, Marzocchi B, Pandey S, Revering M, Rusack R, Saradhy R, Schroeder N, Strobbe N, Wadud MA, Cremaldi LM, Bloom K, Bryson M, Claes DR, Fangmeier C, Golf F, Haza G, Hossain J, Joo C, Kravchenko I, Reed I, Siado JE, Tabb W, Vagnerini A, Wightman A, Yan F, Yu D, Zecchinelli AG, Agarwal G, Bandyopadhyay H, Hay L, Iashvili I, Kharchilava A, McLean C, Morris M, Nguyen D, Rappoccio S, Rejeb Sfar H, Williams A, Alverson G, Barberis E, Haddad Y, Han Y, Krishna A, Li J, Lu M, Madigan G, Mccarthy R, Morse DM, Nguyen V, Orimoto T, Parker A, Skinnari L, Tishelman-Charny A, Wang B, Wood D, Bhattacharya S, Bueghly J, Chen Z, Hahn KA, Liu Y, Miao Y, Monk DG, Schmitt MH, Taliercio A, Velasco M, Band R, Bucci R, Castells S, Cremonesi M, Das A, Goldouzian R, Hildreth M, Ho KW, Hurtado Anampa K, Jessop C, Lannon K, Lawrence J, Loukas N, Lutton L, Mariano J, Marinelli N, Mcalister I, McCauley T, Mcgrady C, Moore C, Musienko Y, Nelson H, Osherson M, Ruchti R, Townsend A, Wayne M, Yockey H, Zarucki M, Zygala L, Basnet A, Bylsma B, Carrigan M, Durkin LS, Hill C, Joyce M, Lesauvage A, Nunez Ornelas M, Wei K, Winer BL, Yates BR, Addesa FM, Bouchamaoui H, Das P, Dezoort G, Elmer P, Frankenthal A, Greenberg B, Haubrich N, Higginbotham S, Kopp G, Kwan S, Lange D, Loeliger A, Marlow D, Ojalvo I, Olsen J, Shevelev A, Stickland D, Tully C, Malik S, Bakshi AS, Barnes VE, Chandra S, Chawla R, Das S, Gu A, Gutay L, Jones M, Jung AW, Kondratyev D, Koshy AM, Liu M, Negro G, Neumeister N, Paspalaki G, Piperov S, Scheurer V, Schulte JF, Stojanovic M, Thieman J, Virdi AK, Wang F, Xie W, Dolen J, Parashar N, Pathak A, Acosta D, Baty A, Carnahan T, Dildick S, Ecklund KM, Fernández Manteca PJ, Freed S, Gardner P, Geurts FJM, Kumar A, Li W, Miguel Colin O, Padley BP, Redjimi R, Rotter J, Yigitbasi E, Zhang Y, Bodek A, de Barbaro P, Demina R, Dulemba JL, Fallon C, Garcia-Bellido A, Hindrichs O, Khukhunaishvili A, Parygin P, Popova E, Taus R, Van Onsem GP, Goulianos K, Chiarito B, Chou JP, Gershtein Y, Halkiadakis E, Hart A, Heindl M, Jaroslawski D, Karacheban O, Laflotte I, Lath A, Montalvo R, Nash K, Routray H, Salur S, Schnetzer S, Somalwar S, Stone R, Thayil SA, Thomas S, Vora J, Wang H, Acharya H, Ally D, Delannoy AG, Fiorendi S, Holmes T, Karunarathna N, Lee L, Nibigira E, Spanier S, Aebi D, Ahmad M, Bouhali O, Dalchenko M, Eusebi R, Gilmore J, Huang T, Kamon T, Kim H, Luo S, Malhotra S, Mueller R, Overton D, Rathjens D, Safonov A, Akchurin N, Damgov J, Hegde V, Hussain A, Kazhykarim Y, Lamichhane K, Lee SW, Mankel A, Mengke T, Muthumuni S, Peltola T, Volobouev I, Whitbeck A, Appelt E, Greene S, Gurrola A, Johns W, Kunnawalkam Elayavalli R, Melo A, Romeo F, Sheldon P, Tuo S, Velkovska J, Viinikainen J, Cardwell B, Cox B, Hakala J, Hirosky R, Ledovskoy A, Li A, Neu C, Perez Lara CE, Karchin PE, Aravind A, Banerjee S, Black K, Bose T, Dasu S, De Bruyn I, Everaerts P, Galloni C, He H, Herndon M, Herve A, Koraka CK, Lanaro A, Loveless R, Madhusudanan Sreekala J, Mallampalli A, Mohammadi A, Mondal S, Parida G, Pinna D, Savin A, Shang V, Sharma V, Smith WH, Teague D, Tsoi HF, Vetens W, Warden A, Afanasiev S, Andreev V, Andreev Y, Aushev T, Azarkin M, Babaev A, Belyaev A, Blinov V, Boos E, Borshch V, Budkouski D, Bunichev V, Chadeeva M, Chekhovsky V, Chistov R, Dermenev A, Dimova T, Druzhkin D, Dubinin M, Dudko L, Ershov A, Gavrilov G, Gavrilov V, Gninenko S, Golovtcov V, Golubev N, Golutvin I, Gorbunov I, Gribushin A, Ivanov Y, Kachanov V, Kardapoltsev L, Karjavine V, Karneyeu A, Kim V, Kirakosyan M, Kirpichnikov D, Kirsanov M, Klyukhin V, Kodolova O, Konstantinov D, Korenkov V, Kozyrev A, Krasnikov N, Lanev A, Levchenko P, Lychkovskaya N, Makarenko V, Malakhov A, Matveev V, Murzin V, Nikitenko A, Obraztsov S, Oreshkin V, Palichik V, Perelygin V, Perfilov M, Petrushanko S, Polikarpov S, Popov V, Radchenko O, Savina M, Savrin V, Shalaev V, Shmatov S, Shulha S, Skovpen Y, Slabospitskii S, Smirnov V, Sosnov D, Sulimov V, Tcherniaev E, Terkulov A, Teryaev O, Tlisova I, Toropin A, Uvarov L, Uzunian A, Vorobyev A, Voytishin N, Yuldashev BS, Zarubin A, Zhizhin I, Zhokin A. Search for Scalar Leptoquarks Produced via τ-Lepton-Quark Scattering in pp Collisions at sqrt[s]=13 TeV. Phys Rev Lett 2024; 132:061801. [PMID: 38394587 DOI: 10.1103/physrevlett.132.061801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Accepted: 12/19/2023] [Indexed: 02/25/2024]
Abstract
The first search for scalar leptoquarks produced in τ-lepton-quark collisions is presented. It is based on a set of proton-proton collision data recorded with the CMS detector at the LHC at a center-of-mass energy of 13 TeV corresponding to an integrated luminosity of 138 fb^{-1}. The reconstructed final state consists of a jet, significant missing transverse momentum, and a τ lepton reconstructed through its hadronic or leptonic decays. Limits are set on the product of the leptoquark production cross section and branching fraction and interpreted as exclusions in the plane of the leptoquark mass and the leptoquark-τ-quark coupling strength.
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Affiliation(s)
| | - A Tumasyan
- Yerevan Physics Institute, Yerevan, Armenia
| | - W Adam
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - T Bergauer
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - K Damanakis
- Institut für Hochenergiephysik, Vienna, Austria
| | | | | | - P S Hussain
- Institut für Hochenergiephysik, Vienna, Austria
| | - M Jeitler
- Institut für Hochenergiephysik, Vienna, Austria
| | - N Krammer
- Institut für Hochenergiephysik, Vienna, Austria
| | - D Liko
- Institut für Hochenergiephysik, Vienna, Austria
| | - I Mikulec
- Institut für Hochenergiephysik, Vienna, Austria
| | - J Schieck
- Institut für Hochenergiephysik, Vienna, Austria
| | - R Schöfbeck
- Institut für Hochenergiephysik, Vienna, Austria
| | - D Schwarz
- Institut für Hochenergiephysik, Vienna, Austria
| | - M Sonawane
- Institut für Hochenergiephysik, Vienna, Austria
| | - S Templ
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - C-E Wulz
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - T Janssen
- Universiteit Antwerpen, Antwerpen, Belgium
| | | | - E S Bols
- Vrije Universiteit Brussel, Brussel, Belgium
| | - J D'Hondt
- Vrije Universiteit Brussel, Brussel, Belgium
| | - S Dansana
- Vrije Universiteit Brussel, Brussel, Belgium
| | - A De Moor
- Vrije Universiteit Brussel, Brussel, Belgium
| | - M Delcourt
- Vrije Universiteit Brussel, Brussel, Belgium
| | - H El Faham
- Vrije Universiteit Brussel, Brussel, Belgium
| | - S Lowette
- Vrije Universiteit Brussel, Brussel, Belgium
| | - I Makarenko
- Vrije Universiteit Brussel, Brussel, Belgium
| | - D Müller
- Vrije Universiteit Brussel, Brussel, Belgium
| | | | - S Tavernier
- Vrije Universiteit Brussel, Brussel, Belgium
| | - M Tytgat
- Vrije Universiteit Brussel, Brussel, Belgium
| | - S Van Putte
- Vrije Universiteit Brussel, Brussel, Belgium
| | - D Vannerom
- Vrije Universiteit Brussel, Brussel, Belgium
| | - B Clerbaux
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - L Favart
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - D Hohov
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - J Jaramillo
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - K Lee
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - A Malara
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - S Paredes
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - L Pétré
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - N Postiau
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - L Thomas
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | | | - P Vanlaer
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - D Dobur
- Ghent University, Ghent, Belgium
| | - Y Hong
- Ghent University, Ghent, Belgium
| | - J Knolle
- Ghent University, Ghent, Belgium
| | | | | | - C Rendón
- Ghent University, Ghent, Belgium
| | | | | | | | | | - A Benecke
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - G Bruno
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - C Caputo
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - C Delaere
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - I S Donertas
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - A Giammanco
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - K Jaffel
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - Sa Jain
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - V Lemaitre
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - J Lidrych
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - P Mastrapasqua
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - K Mondal
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - T T Tran
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - S Wertz
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - G A Alves
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - E Coelho
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - C Hensel
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | | | - A Moraes
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - P Rebello Teles
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - M Soeiro
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - W L Aldá Júnior
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | | | - W Carvalho
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - J Chinellato
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - E M Da Costa
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - G G Da Silveira
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | - J Martins
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - C Mora Herrera
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - K Mota Amarilo
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - L Mundim
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - H Nogima
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - A Santoro
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - A Sznajder
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - M Thiel
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - A Vilela Pereira
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - C A Bernardes
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - L Calligaris
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | | | - E M Gregores
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - P G Mercadante
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - S F Novaes
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - B Orzari
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - Sandra S Padula
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - A Aleksandrov
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - G Antchev
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - R Hadjiiska
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - P Iaydjiev
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - M Misheva
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - M Shopova
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - G Sultanov
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | | | - T Ivanov
- University of Sofia, Sofia, Bulgaria
| | - L Litov
- University of Sofia, Sofia, Bulgaria
| | - B Pavlov
- University of Sofia, Sofia, Bulgaria
| | - P Petkov
- University of Sofia, Sofia, Bulgaria
| | - A Petrov
- University of Sofia, Sofia, Bulgaria
| | - E Shumka
- University of Sofia, Sofia, Bulgaria
| | - S Keshri
- Instituto De Alta Investigación, Universidad de Tarapacá, Casilla 7 D, Arica, Chile
| | - S Thakur
- Instituto De Alta Investigación, Universidad de Tarapacá, Casilla 7 D, Arica, Chile
| | - T Cheng
- Beihang University, Beijing, China
| | - Q Guo
- Beihang University, Beijing, China
| | - T Javaid
- Beihang University, Beijing, China
| | - M Mittal
- Beihang University, Beijing, China
| | - L Yuan
- Beihang University, Beijing, China
| | - G Bauer
- Department of Physics, Tsinghua University, Beijing, China
| | - Z Hu
- Department of Physics, Tsinghua University, Beijing, China
| | - J Liu
- Department of Physics, Tsinghua University, Beijing, China
| | - K Yi
- Department of Physics, Tsinghua University, Beijing, China
| | - G M Chen
- Institute of High Energy Physics, Beijing, China
| | - H S Chen
- Institute of High Energy Physics, Beijing, China
| | - M Chen
- Institute of High Energy Physics, Beijing, China
| | - F Iemmi
- Institute of High Energy Physics, Beijing, China
| | - C H Jiang
- Institute of High Energy Physics, Beijing, China
| | - A Kapoor
- Institute of High Energy Physics, Beijing, China
| | - H Liao
- Institute of High Energy Physics, Beijing, China
| | - Z-A Liu
- Institute of High Energy Physics, Beijing, China
| | - F Monti
- Institute of High Energy Physics, Beijing, China
| | - M A Shahzad
- Institute of High Energy Physics, Beijing, China
| | - R Sharma
- Institute of High Energy Physics, Beijing, China
| | - J N Song
- Institute of High Energy Physics, Beijing, China
| | - J Tao
- Institute of High Energy Physics, Beijing, China
| | - C Wang
- Institute of High Energy Physics, Beijing, China
| | - J Wang
- Institute of High Energy Physics, Beijing, China
| | - Z Wang
- Institute of High Energy Physics, Beijing, China
| | - H Zhang
- Institute of High Energy Physics, Beijing, China
| | - A Agapitos
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Y Ban
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - A Levin
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - C Li
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Q Li
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Y Mao
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - S J Qian
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - X Sun
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - D Wang
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - H Yang
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - L Zhang
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - C Zhou
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Z You
- Sun Yat-Sen University, Guangzhou, China
| | - N Lu
- University of Science and Technology of China, Hefei, China
| | - X Gao
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE) - Fudan University, Shanghai, China
| | - D Leggat
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE) - Fudan University, Shanghai, China
| | - H Okawa
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE) - Fudan University, Shanghai, China
| | - Y Zhang
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE) - Fudan University, Shanghai, China
| | - Z Lin
- Zhejiang University, Hangzhou, Zhejiang, China
| | - C Lu
- Zhejiang University, Hangzhou, Zhejiang, China
| | - M Xiao
- Zhejiang University, Hangzhou, Zhejiang, China
| | - C Avila
- Universidad de Los Andes, Bogota, Colombia
| | | | - A Cabrera
- Universidad de Los Andes, Bogota, Colombia
| | - C Florez
- Universidad de Los Andes, Bogota, Colombia
| | - J Fraga
- Universidad de Los Andes, Bogota, Colombia
| | | | | | - F Ramirez
- Universidad de Antioquia, Medellin, Colombia
| | - M Rodriguez
- Universidad de Antioquia, Medellin, Colombia
| | | | - D Giljanovic
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - N Godinovic
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - D Lelas
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - A Sculac
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - M Kovac
- University of Split, Faculty of Science, Split, Croatia
| | - T Sculac
- University of Split, Faculty of Science, Split, Croatia
| | - P Bargassa
- Institute Rudjer Boskovic, Zagreb, Croatia
| | | | | | - D Ferencek
- Institute Rudjer Boskovic, Zagreb, Croatia
| | - S Mishra
- Institute Rudjer Boskovic, Zagreb, Croatia
| | | | - T Susa
- Institute Rudjer Boskovic, Zagreb, Croatia
| | - A Attikis
- University of Cyprus, Nicosia, Cyprus
| | | | | | - J Mousa
- University of Cyprus, Nicosia, Cyprus
| | | | - F Ptochos
- University of Cyprus, Nicosia, Cyprus
| | - P A Razis
- University of Cyprus, Nicosia, Cyprus
| | | | - H Saka
- University of Cyprus, Nicosia, Cyprus
| | | | - M Finger
- Charles University, Prague, Czech Republic
| | - M Finger
- Charles University, Prague, Czech Republic
| | - A Kveton
- Charles University, Prague, Czech Republic
| | - E Ayala
- Escuela Politecnica Nacional, Quito, Ecuador
| | | | - Y Assran
- Academy of Scientific Research and Technology of the Arab Republic of Egypt, Egyptian Network of High Energy Physics, Cairo, Egypt
| | - S Elgammal
- Academy of Scientific Research and Technology of the Arab Republic of Egypt, Egyptian Network of High Energy Physics, Cairo, Egypt
| | | | - M A Mahmoud
- Center for High Energy Physics (CHEP-FU), Fayoum University, El-Fayoum, Egypt
| | - R K Dewanjee
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - K Ehataht
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - M Kadastik
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - T Lange
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - S Nandan
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - C Nielsen
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - J Pata
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - M Raidal
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - L Tani
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - C Veelken
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - H Kirschenmann
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - K Osterberg
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - M Voutilainen
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - S Bharthuar
- Helsinki Institute of Physics, Helsinki, Finland
| | - E Brücken
- Helsinki Institute of Physics, Helsinki, Finland
| | - F Garcia
- Helsinki Institute of Physics, Helsinki, Finland
| | - J Havukainen
- Helsinki Institute of Physics, Helsinki, Finland
| | | | - M S Kim
- Helsinki Institute of Physics, Helsinki, Finland
| | - R Kinnunen
- Helsinki Institute of Physics, Helsinki, Finland
| | - T Lampén
- Helsinki Institute of Physics, Helsinki, Finland
| | | | - S Lehti
- Helsinki Institute of Physics, Helsinki, Finland
| | - T Lindén
- Helsinki Institute of Physics, Helsinki, Finland
| | - M Lotti
- Helsinki Institute of Physics, Helsinki, Finland
| | | | - M Myllymäki
- Helsinki Institute of Physics, Helsinki, Finland
| | - M M Rantanen
- Helsinki Institute of Physics, Helsinki, Finland
| | - H Siikonen
- Helsinki Institute of Physics, Helsinki, Finland
| | - E Tuominen
- Helsinki Institute of Physics, Helsinki, Finland
| | - J Tuominiemi
- Helsinki Institute of Physics, Helsinki, Finland
| | - P Luukka
- Lappeenranta-Lahti University of Technology, Lappeenranta, Finland
| | - H Petrow
- Lappeenranta-Lahti University of Technology, Lappeenranta, Finland
| | - T Tuuva
- Lappeenranta-Lahti University of Technology, Lappeenranta, Finland
| | - M Besancon
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - F Couderc
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - M Dejardin
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - D Denegri
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - J L Faure
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - F Ferri
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - S Ganjour
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - P Gras
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | | | - V Lohezic
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - J Malcles
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - J Rander
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - A Rosowsky
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - M Ö Sahin
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | | | - P Simkina
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - M Titov
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - C Baldenegro Barrera
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - F Beaudette
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Buchot Perraguin
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - P Busson
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Cappati
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - C Charlot
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - F Damas
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - O Davignon
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A De Wit
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - G Falmagne
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - B A Fontana Santos Alves
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - S Ghosh
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Gilbert
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - R Granier de Cassagnac
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Hakimi
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - B Harikrishnan
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - L Kalipoliti
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - G Liu
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - J Motta
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - M Nguyen
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - C Ochando
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - L Portales
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - R Salerno
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - U Sarkar
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - J B Sauvan
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - Y Sirois
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Tarabini
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - E Vernazza
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Zabi
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Zghiche
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - J-L Agram
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - J Andrea
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - D Apparu
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - D Bloch
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - J-M Brom
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - E C Chabert
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - C Collard
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - S Falke
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - U Goerlach
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - C Grimault
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - R Haeberle
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - A-C Le Bihan
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - M A Sessini
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - P Van Hove
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - S Beauceron
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - B Blancon
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - G Boudoul
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - N Chanon
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - J Choi
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - D Contardo
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - P Depasse
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - C Dozen
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - H El Mamouni
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - J Fay
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - S Gascon
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - M Gouzevitch
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - C Greenberg
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - G Grenier
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - B Ille
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - I B Laktineh
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - M Lethuillier
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - L Mirabito
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - S Perries
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - A Purohit
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - M Vander Donckt
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - P Verdier
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - J Xiao
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | | | - I Lomidze
- Georgian Technical University, Tbilisi, Georgia
| | | | - V Botta
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - L Feld
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - K Klein
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - M Lipinski
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - D Meuser
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - A Pauls
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - N Röwert
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - M Teroerde
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - S Diekmann
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Dodonova
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - N Eich
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - D Eliseev
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Engelke
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - M Erdmann
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - P Fackeldey
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - B Fischer
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - T Hebbeker
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - K Hoepfner
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Ivone
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Jung
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - M Y Lee
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - L Mastrolorenzo
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - M Merschmeyer
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Meyer
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S Mukherjee
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - D Noll
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Novak
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Nowotny
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Pozdnyakov
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - Y Rath
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - W Redjeb
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Rehm
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - H Reithler
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - V Sarkisovi
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Schmidt
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S C Schuler
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Sharma
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Stein
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | | | - L Vigilante
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S Wiedenbeck
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S Zaleski
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - C Dziwok
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - G Flügge
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - W Haj Ahmad
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - T Kress
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - A Nowack
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - O Pooth
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - A Stahl
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - T Ziemons
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - A Zotz
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | | | | | - J Alimena
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Amoroso
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y An
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Baxter
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Bayatmakou
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - O Behnke
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Belvedere
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - F Blekman
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - K Borras
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Brunner
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Campbell
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Cardini
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - C Cheng
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - F Colombina
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | - M De Silva
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - G Eckerlin
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Eckstein
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - O Filatov
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - E Gallo
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Geiser
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Giraldi
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - G Greau
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - V Guglielmi
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Guthoff
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Hinzmann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Jafari
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - L Jeppe
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - N Z Jomhari
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - B Kaech
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Kasemann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - H Kaveh
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - C Kleinwort
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - R Kogler
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Komm
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Krücker
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - W Lange
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - K Lipka
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - W Lohmann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - R Mankel
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | - J Metwally
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A B Meyer
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - G Milella
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Mussgiller
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Nürnberg
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y Otarid
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Pérez Adán
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - E Ranken
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Raspereza
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - J Rübenach
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Saggio
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Scham
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Schnake
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - P Schütze
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - D Selivanova
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | | | - D Stafford
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - F Vazzoler
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - R Walsh
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Q Wang
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y Wen
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - K Wichmann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - L Wiens
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - C Wissing
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Wuchterl
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y Yang
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | | | | | - S Bein
- University of Hamburg, Hamburg, Germany
| | - L Benato
- University of Hamburg, Hamburg, Germany
| | | | - P Connor
- University of Hamburg, Hamburg, Germany
| | - M Eich
- University of Hamburg, Hamburg, Germany
| | | | - Y Fischer
- University of Hamburg, Hamburg, Germany
| | | | - C Garbers
- University of Hamburg, Hamburg, Germany
| | - E Garutti
- University of Hamburg, Hamburg, Germany
| | | | | | - J Haller
- University of Hamburg, Hamburg, Germany
| | | | | | - P Keicher
- University of Hamburg, Hamburg, Germany
| | - R Klanner
- University of Hamburg, Hamburg, Germany
| | - W Korcari
- University of Hamburg, Hamburg, Germany
| | - T Kramer
- University of Hamburg, Hamburg, Germany
| | - V Kutzner
- University of Hamburg, Hamburg, Germany
| | - F Labe
- University of Hamburg, Hamburg, Germany
| | - J Lange
- University of Hamburg, Hamburg, Germany
| | - A Lobanov
- University of Hamburg, Hamburg, Germany
| | | | - A Mehta
- University of Hamburg, Hamburg, Germany
| | | | | | | | - Y Nissan
- University of Hamburg, Hamburg, Germany
| | - A Paasch
- University of Hamburg, Hamburg, Germany
| | | | | | - B Raciti
- University of Hamburg, Hamburg, Germany
| | - M Rieger
- University of Hamburg, Hamburg, Germany
| | - D Savoiu
- University of Hamburg, Hamburg, Germany
| | | | | | | | | | | | - H Stadie
- University of Hamburg, Hamburg, Germany
| | | | - A Tews
- University of Hamburg, Hamburg, Germany
| | - M Wolf
- University of Hamburg, Hamburg, Germany
| | - S Brommer
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Burkart
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - E Butz
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - T Chwalek
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Dierlamm
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Droll
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - N Faltermann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Giffels
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Gottmann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - F Hartmann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Hofsaess
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Horzela
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - U Husemann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Klute
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Koppenhöfer
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Link
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Lintuluoto
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Maier
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Mitra
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Mormile
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - Th Müller
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Neukum
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Oh
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - G Quast
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - K Rabbertz
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - B Regnery
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - N Shadskiy
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - I Shvetsov
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - H J Simonis
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - N Trevisani
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Ulrich
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | | | - R F Von Cube
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Wassmer
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Wieland
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - F Wittig
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Wolf
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Wunsch
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - X Zuo
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - G Anagnostou
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - P Assiouras
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - G Daskalakis
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - A Kyriakis
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - A Papadopoulos
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - A Stakia
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - P Kontaxakis
- National and Kapodistrian University of Athens, Athens, Greece
| | - G Melachroinos
- National and Kapodistrian University of Athens, Athens, Greece
| | - A Panagiotou
- National and Kapodistrian University of Athens, Athens, Greece
| | - I Papavergou
- National and Kapodistrian University of Athens, Athens, Greece
| | - I Paraskevas
- National and Kapodistrian University of Athens, Athens, Greece
| | - N Saoulidou
- National and Kapodistrian University of Athens, Athens, Greece
| | - K Theofilatos
- National and Kapodistrian University of Athens, Athens, Greece
| | - E Tziaferi
- National and Kapodistrian University of Athens, Athens, Greece
| | - K Vellidis
- National and Kapodistrian University of Athens, Athens, Greece
| | - I Zisopoulos
- National and Kapodistrian University of Athens, Athens, Greece
| | - G Bakas
- National Technical University of Athens, Athens, Greece
| | | | - G Karapostoli
- National Technical University of Athens, Athens, Greece
| | - K Kousouris
- National Technical University of Athens, Athens, Greece
| | | | - E Siamarkou
- National Technical University of Athens, Athens, Greece
| | - G Tsipolitis
- National Technical University of Athens, Athens, Greece
| | | | - K Adamidis
- University of Ioánnina, Ioánnina, Greece
| | | | | | - C Foudas
- University of Ioánnina, Ioánnina, Greece
| | | | | | | | - P Kokkas
- University of Ioánnina, Ioánnina, Greece
| | | | - N Manthos
- University of Ioánnina, Ioánnina, Greece
| | | | | | - M Csanád
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - K Farkas
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - M M A Gadallah
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - Á Kadlecsik
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - P Major
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - K Mandal
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - G Pásztor
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - A J Rádl
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - G I Veres
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - M Bartók
- Wigner Research Centre for Physics, Budapest, Hungary
| | - C Hajdu
- Wigner Research Centre for Physics, Budapest, Hungary
| | - D Horvath
- Wigner Research Centre for Physics, Budapest, Hungary
| | - F Sikler
- Wigner Research Centre for Physics, Budapest, Hungary
| | - V Veszpremi
- Wigner Research Centre for Physics, Budapest, Hungary
| | - P Raics
- Faculty of Informatics, University of Debrecen, Debrecen, Hungary
| | - B Ujvari
- Faculty of Informatics, University of Debrecen, Debrecen, Hungary
| | - G Zilizi
- Faculty of Informatics, University of Debrecen, Debrecen, Hungary
| | - G Bencze
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - S Czellar
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - J Karancsi
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - J Molnar
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - Z Szillasi
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - T Csorgo
- Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
| | - F Nemes
- Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
| | - T Novak
- Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
| | - J Babbar
- Panjab University, Chandigarh, India
| | - S Bansal
- Panjab University, Chandigarh, India
| | - S B Beri
- Panjab University, Chandigarh, India
| | | | | | - S Chauhan
- Panjab University, Chandigarh, India
| | - N Dhingra
- Panjab University, Chandigarh, India
| | - R Gupta
- Panjab University, Chandigarh, India
| | - A Kaur
- Panjab University, Chandigarh, India
| | - A Kaur
- Panjab University, Chandigarh, India
| | - H Kaur
- Panjab University, Chandigarh, India
| | - M Kaur
- Panjab University, Chandigarh, India
| | - S Kumar
- Panjab University, Chandigarh, India
| | - M Meena
- Panjab University, Chandigarh, India
| | - K Sandeep
- Panjab University, Chandigarh, India
| | | | - J B Singh
- Panjab University, Chandigarh, India
| | - A Singla
- Panjab University, Chandigarh, India
| | - A Ahmed
- University of Delhi, Delhi, India
| | | | | | | | - A Kumar
- University of Delhi, Delhi, India
| | | | - K Ranjan
- University of Delhi, Delhi, India
| | - S Saumya
- University of Delhi, Delhi, India
| | - S Acharya
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Baradia
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Barman
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | | | - D Bhowmik
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Dutta
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Dutta
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - B Gomber
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - P Palit
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - G Saha
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - B Sahu
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Sarkar
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - M M Ameen
- Indian Institute of Technology Madras, Madras, India
| | - P K Behera
- Indian Institute of Technology Madras, Madras, India
| | - S C Behera
- Indian Institute of Technology Madras, Madras, India
| | - S Chatterjee
- Indian Institute of Technology Madras, Madras, India
| | - P Jana
- Indian Institute of Technology Madras, Madras, India
| | - P Kalbhor
- Indian Institute of Technology Madras, Madras, India
| | | | - D Kumar
- Indian Institute of Technology Madras, Madras, India
| | - L Panwar
- Indian Institute of Technology Madras, Madras, India
| | - R Pradhan
- Indian Institute of Technology Madras, Madras, India
| | - P R Pujahari
- Indian Institute of Technology Madras, Madras, India
| | - N R Saha
- Indian Institute of Technology Madras, Madras, India
| | - A Sharma
- Indian Institute of Technology Madras, Madras, India
| | - A K Sikdar
- Indian Institute of Technology Madras, Madras, India
| | - S Verma
- Indian Institute of Technology Madras, Madras, India
| | - T Aziz
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - I Das
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - S Dugad
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - M Kumar
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - G B Mohanty
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - P Suryadevara
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - A Bala
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Banerjee
- Tata Institute of Fundamental Research-B, Mumbai, India
| | | | - M Guchait
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - Sh Jain
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Karmakar
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Kumar
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - G Majumder
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - K Mazumdar
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Mukherjee
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Parolia
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - A Thachayath
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Bahinipati
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - A K Das
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - C Kar
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - D Maity
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - P Mal
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - T Mishra
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - V K Muraleedharan Nair Bindhu
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - K Naskar
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - A Nayak
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - P Sadangi
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - P Saha
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - S K Swain
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - S Varghese
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - D Vats
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - A Alpana
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - S Dube
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - B Kansal
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - A Laha
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - A Rastogi
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - S Sharma
- Indian Institute of Science Education and Research (IISER), Pune, India
| | | | - E Khazaie
- Isfahan University of Technology, Isfahan, Iran
| | - M Zeinali
- Isfahan University of Technology, Isfahan, Iran
| | - S Chenarani
- Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
| | - S M Etesami
- Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
| | - M Khakzad
- Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
| | | | | | - M Abbrescia
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - R Aly
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - A Colaleo
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - D Creanza
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - B D' Anzi
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - N De Filippis
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - M De Palma
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - A Di Florio
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - W Elmetenawee
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - L Fiore
- INFN Sezione di Bari, Bari, Italy
| | - G Iaselli
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - G Maggi
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - M Maggi
- INFN Sezione di Bari, Bari, Italy
| | - I Margjeka
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - V Mastrapasqua
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - S My
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - S Nuzzo
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - A Pellecchia
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - A Pompili
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - G Pugliese
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | | | | | - D Ramos
- INFN Sezione di Bari, Bari, Italy
| | | | | | - F M Simone
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | | | | | | | | | - A Zaza
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | | | - C Battilana
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - R Campanini
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - P Capiluppi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - A Castro
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - M Cuffiani
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - T Diotalevi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - F Fabbri
- INFN Sezione di Bologna, Bologna, Italy
| | - A Fanfani
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - D Fasanella
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - L Giommi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - C Grandi
- INFN Sezione di Bologna, Bologna, Italy
| | - L Guiducci
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - S Lo Meo
- INFN Sezione di Bologna, Bologna, Italy
| | - L Lunerti
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - G Masetti
- INFN Sezione di Bologna, Bologna, Italy
| | - F L Navarria
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - F Primavera
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - A M Rossi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - T Rovelli
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - G P Siroli
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - S Costa
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | | | - R Potenza
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | - A Tricomi
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | - C Tuve
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | | | - G Bardelli
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - B Camaiani
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - A Cassese
- INFN Sezione di Firenze, Firenze, Italy
| | | | - V Ciulli
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | | | - R D'Alessandro
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - E Focardi
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - T Kello
- INFN Sezione di Firenze, Firenze, Italy
| | - G Latino
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - P Lenzi
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - M Lizzo
- INFN Sezione di Firenze, Firenze, Italy
| | | | | | - A Papanastassiou
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | | | - L Viliani
- INFN Sezione di Firenze, Firenze, Italy
| | - L Benussi
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | - S Bianco
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | - S Meola
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | - D Piccolo
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | | | - F Ferro
- INFN Sezione di Genova, Genova, Italy
| | - E Robutti
- INFN Sezione di Genova, Genova, Italy
| | - S Tosi
- INFN Sezione di Genova, Genova, Italy
- Università di Genova, Genova, Italy
| | - A Benaglia
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - G Boldrini
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - F Brivio
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - F Cetorelli
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - F De Guio
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - M E Dinardo
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - P Dini
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - S Gennai
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - R Gerosa
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - A Ghezzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - P Govoni
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - L Guzzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - M T Lucchini
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - M Malberti
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - S Malvezzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - A Massironi
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - D Menasce
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - L Moroni
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - M Paganoni
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - D Pedrini
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | | | - S Ragazzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - T Tabarelli de Fatis
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - D Zuolo
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | | | - A Cagnotta
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - F Carnevali
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - N Cavallo
- INFN Sezione di Napoli, Napoli, Italy
- Università della Basilicata, Potenza, Italy
| | - A De Iorio
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - F Fabozzi
- INFN Sezione di Napoli, Napoli, Italy
- Università della Basilicata, Potenza, Italy
| | - A O M Iorio
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - L Lista
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | | | - B Rossi
- INFN Sezione di Napoli, Napoli, Italy
| | - C Sciacca
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - R Ardino
- INFN Sezione di Padova, Padova, Italy
| | - P Azzi
- INFN Sezione di Padova, Padova, Italy
| | | | - D Bisello
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | | | - A Bragagnolo
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - R Carlin
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | | | - T Dorigo
- INFN Sezione di Padova, Padova, Italy
| | | | - F Fanzago
- INFN Sezione di Padova, Padova, Italy
| | - U Gasparini
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - G Grosso
- INFN Sezione di Padova, Padova, Italy
| | - L Layer
- INFN Sezione di Padova, Padova, Italy
| | - E Lusiani
- INFN Sezione di Padova, Padova, Italy
| | - M Margoni
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - M Migliorini
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - J Pazzini
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - P Ronchese
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - R Rossin
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - F Simonetto
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - G Strong
- INFN Sezione di Padova, Padova, Italy
| | - M Tosi
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - A Triossi
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - S Ventura
- INFN Sezione di Padova, Padova, Italy
| | - H Yarar
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - M Zanetti
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - P Zotto
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - A Zucchetta
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - G Zumerle
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | | | - C Aimè
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | | | - S Calzaferri
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - D Fiorina
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - P Montagna
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - V Re
- INFN Sezione di Pavia, Pavia, Italy
| | - C Riccardi
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | | | - I Vai
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - P Vitulo
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - S Ajmal
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - P Asenov
- INFN Sezione di Perugia, Perugia, Italy
| | - G M Bilei
- INFN Sezione di Perugia, Perugia, Italy
| | - D Ciangottini
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - L Fanò
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - M Magherini
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - G Mantovani
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - V Mariani
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | | | | | - A Piccinelli
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - M Presilla
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - A Rossi
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - A Santocchia
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - D Spiga
- INFN Sezione di Perugia, Perugia, Italy
| | - T Tedeschi
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | | | | | | | - L Bianchini
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | | | | | - D Bruschini
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | | | - M A Ciocci
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - M Cipriani
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - V D'Amante
- INFN Sezione di Pisa, Pisa, Italy
- Università di Siena, Siena, Italy
| | | | - S Donato
- INFN Sezione di Pisa, Pisa, Italy
| | - A Giassi
- INFN Sezione di Pisa, Pisa, Italy
| | - F Ligabue
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | | | - A Messineo
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - M Musich
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - F Palla
- INFN Sezione di Pisa, Pisa, Italy
| | - A Rizzi
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - G Rolandi
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | | | - T Sarkar
- INFN Sezione di Pisa, Pisa, Italy
| | | | | | - R Tenchini
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - G Tonelli
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - N Turini
- INFN Sezione di Pisa, Pisa, Italy
- Università di Siena, Siena, Italy
| | | | | | - P Barria
- INFN Sezione di Roma, Roma, Italy
| | - M Campana
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - L Cunqueiro Mendez
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - D Del Re
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - M Diemoz
- INFN Sezione di Roma, Roma, Italy
| | - F Errico
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - E Longo
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - J Mijuskovic
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - G Organtini
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - R Paramatti
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - C Quaranta
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - S Rahatlou
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - F Santanastasio
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - L Soffi
- INFN Sezione di Roma, Roma, Italy
| | - N Amapane
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - R Arcidiacono
- INFN Sezione di Torino, Torino, Italy
- Università del Piemonte Orientale, Novara, Italy
| | - S Argiro
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - M Arneodo
- INFN Sezione di Torino, Torino, Italy
- Università del Piemonte Orientale, Novara, Italy
| | | | - R Bellan
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - A Bellora
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - C Biino
- INFN Sezione di Torino, Torino, Italy
| | | | - M Costa
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - R Covarelli
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - N Demaria
- INFN Sezione di Torino, Torino, Italy
| | - L Finco
- INFN Sezione di Torino, Torino, Italy
| | - M Grippo
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - B Kiani
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - F Legger
- INFN Sezione di Torino, Torino, Italy
| | - F Luongo
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | | | - S Maselli
- INFN Sezione di Torino, Torino, Italy
| | - A Mecca
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - E Migliore
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - M Monteno
- INFN Sezione di Torino, Torino, Italy
| | | | - M M Obertino
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - G Ortona
- INFN Sezione di Torino, Torino, Italy
| | - L Pacher
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | | | | | - M Ruspa
- INFN Sezione di Torino, Torino, Italy
- Università del Piemonte Orientale, Novara, Italy
| | - F Siviero
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - V Sola
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - A Solano
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - D Soldi
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - A Staiano
- INFN Sezione di Torino, Torino, Italy
| | - C Tarricone
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - M Tornago
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - D Trocino
- INFN Sezione di Torino, Torino, Italy
| | - G Umoret
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - E Vlasov
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | | | - V Candelise
- INFN Sezione di Trieste, Trieste, Italy
- Università di Trieste, Trieste, Italy
| | - M Casarsa
- INFN Sezione di Trieste, Trieste, Italy
| | | | - K De Leo
- INFN Sezione di Trieste, Trieste, Italy
- Università di Trieste, Trieste, Italy
| | - G Della Ricca
- INFN Sezione di Trieste, Trieste, Italy
- Università di Trieste, Trieste, Italy
| | - S Dogra
- Kyungpook National University, Daegu, Korea
| | - J Hong
- Kyungpook National University, Daegu, Korea
| | - C Huh
- Kyungpook National University, Daegu, Korea
| | - B Kim
- Kyungpook National University, Daegu, Korea
| | - D H Kim
- Kyungpook National University, Daegu, Korea
| | - J Kim
- Kyungpook National University, Daegu, Korea
| | - H Lee
- Kyungpook National University, Daegu, Korea
| | - S W Lee
- Kyungpook National University, Daegu, Korea
| | - C S Moon
- Kyungpook National University, Daegu, Korea
| | - Y D Oh
- Kyungpook National University, Daegu, Korea
| | - M S Ryu
- Kyungpook National University, Daegu, Korea
| | - S Sekmen
- Kyungpook National University, Daegu, Korea
| | - Y C Yang
- Kyungpook National University, Daegu, Korea
| | - G Bak
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - P Gwak
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - H Kim
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - D H Moon
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - E Asilar
- Hanyang University, Seoul, Korea
| | - D Kim
- Hanyang University, Seoul, Korea
| | - T J Kim
- Hanyang University, Seoul, Korea
| | | | - J Park
- Hanyang University, Seoul, Korea
| | - S Choi
- Korea University, Seoul, Korea
| | - S Han
- Korea University, Seoul, Korea
| | - B Hong
- Korea University, Seoul, Korea
| | - K Lee
- Korea University, Seoul, Korea
| | - K S Lee
- Korea University, Seoul, Korea
| | - S Lee
- Korea University, Seoul, Korea
| | - J Park
- Korea University, Seoul, Korea
| | | | - J Yoo
- Korea University, Seoul, Korea
| | - J Goh
- Kyung Hee University, Department of Physics, Seoul, Korea
| | - H S Kim
- Sejong University, Seoul, Korea
| | - Y Kim
- Sejong University, Seoul, Korea
| | - S Lee
- Sejong University, Seoul, Korea
| | - J Almond
- Seoul National University, Seoul, Korea
| | - J H Bhyun
- Seoul National University, Seoul, Korea
| | - J Choi
- Seoul National University, Seoul, Korea
| | - W Jun
- Seoul National University, Seoul, Korea
| | - J Kim
- Seoul National University, Seoul, Korea
| | - J S Kim
- Seoul National University, Seoul, Korea
| | - S Ko
- Seoul National University, Seoul, Korea
| | - H Kwon
- Seoul National University, Seoul, Korea
| | - H Lee
- Seoul National University, Seoul, Korea
| | - J Lee
- Seoul National University, Seoul, Korea
| | - J Lee
- Seoul National University, Seoul, Korea
| | - B H Oh
- Seoul National University, Seoul, Korea
| | - S B Oh
- Seoul National University, Seoul, Korea
| | - H Seo
- Seoul National University, Seoul, Korea
| | - U K Yang
- Seoul National University, Seoul, Korea
| | - I Yoon
- Seoul National University, Seoul, Korea
| | - W Jang
- University of Seoul, Seoul, Korea
| | - D Y Kang
- University of Seoul, Seoul, Korea
| | - Y Kang
- University of Seoul, Seoul, Korea
| | - S Kim
- University of Seoul, Seoul, Korea
| | - B Ko
- University of Seoul, Seoul, Korea
| | | | - Y Lee
- University of Seoul, Seoul, Korea
| | - I C Park
- University of Seoul, Seoul, Korea
| | - Y Roh
- University of Seoul, Seoul, Korea
| | | | - S Yang
- University of Seoul, Seoul, Korea
| | - S Ha
- Yonsei University, Department of Physics, Seoul, Korea
| | - H D Yoo
- Yonsei University, Department of Physics, Seoul, Korea
| | - M Choi
- Sungkyunkwan University, Suwon, Korea
| | - M R Kim
- Sungkyunkwan University, Suwon, Korea
| | - H Lee
- Sungkyunkwan University, Suwon, Korea
| | - Y Lee
- Sungkyunkwan University, Suwon, Korea
| | - I Yu
- Sungkyunkwan University, Suwon, Korea
| | - T Beyrouthy
- College of Engineering and Technology, American University of the Middle East (AUM), Dasman, Kuwait
| | - Y Maghrbi
- College of Engineering and Technology, American University of the Middle East (AUM), Dasman, Kuwait
| | | | - A Gaile
- Riga Technical University, Riga, Latvia
| | - G Pikurs
- Riga Technical University, Riga, Latvia
| | | | - M Seidel
- Riga Technical University, Riga, Latvia
| | | | | | | | | | | | | | | | - I Yusuff
- National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Z Zolkapli
- National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia
| | - J F Benitez
- Universidad de Sonora (UNISON), Hermosillo, Mexico
| | | | | | | | | | | | - A Sehrawat
- Universidad de Sonora (UNISON), Hermosillo, Mexico
| | | | - G Ayala
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | - H Castilla-Valdez
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | - E De La Cruz-Burelo
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | | | - R Lopez-Fernandez
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | | | - A Sánchez Hernández
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | | | | | - I Bautista
- Benemerita Universidad Autonoma de Puebla, Puebla, Mexico
| | - I Pedraza
- Benemerita Universidad Autonoma de Puebla, Puebla, Mexico
| | | | | | - I Bubanja
- University of Montenegro, Podgorica, Montenegro
| | - N Raicevic
- University of Montenegro, Podgorica, Montenegro
| | - P H Butler
- University of Canterbury, Christchurch, New Zealand
| | - A Ahmad
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - M I Asghar
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - A Awais
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - M I M Awan
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - H R Hoorani
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - W A Khan
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - V Avati
- AGH University of Science and Technology Faculty of Computer Science, Electronics and Telecommunications, Krakow, Poland
| | - L Grzanka
- AGH University of Science and Technology Faculty of Computer Science, Electronics and Telecommunications, Krakow, Poland
| | - M Malawski
- AGH University of Science and Technology Faculty of Computer Science, Electronics and Telecommunications, Krakow, Poland
| | - H Bialkowska
- National Centre for Nuclear Research, Swierk, Poland
| | - M Bluj
- National Centre for Nuclear Research, Swierk, Poland
| | - B Boimska
- National Centre for Nuclear Research, Swierk, Poland
| | - M Górski
- National Centre for Nuclear Research, Swierk, Poland
| | - M Kazana
- National Centre for Nuclear Research, Swierk, Poland
| | - M Szleper
- National Centre for Nuclear Research, Swierk, Poland
| | - P Zalewski
- National Centre for Nuclear Research, Swierk, Poland
| | - K Bunkowski
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - K Doroba
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - A Kalinowski
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - M Konecki
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - J Krolikowski
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - A Muhammad
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - M Araujo
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - D Bastos
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | | | - A Boletti
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - M Bozzo
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - P Faccioli
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - M Gallinaro
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - J Hollar
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - N Leonardo
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - T Niknejad
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - A Petrilli
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - M Pisano
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - J Seixas
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - J Varela
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - J W Wulff
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - P Adzic
- Faculty of Physics, University of Belgrade, Belgrade, Serbia
| | - P Milenovic
- Faculty of Physics, University of Belgrade, Belgrade, Serbia
| | - M Dordevic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
| | - J Milosevic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
| | - V Rekovic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
| | - M Aguilar-Benitez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J Alcaraz Maestre
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - Cristina F Bedoya
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M Cepeda
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M Cerrada
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - N Colino
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - B De La Cruz
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - A Delgado Peris
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - D Fernández Del Val
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J P Fernández Ramos
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J Flix
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M C Fouz
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - O Gonzalez Lopez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - S Goy Lopez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J M Hernandez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M I Josa
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J León Holgado
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - D Moran
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - C M Morcillo Perez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - Á Navarro Tobar
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - C Perez Dengra
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | | | - J Puerta Pelayo
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - I Redondo
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - D D Redondo Ferrero
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - L Romero
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - S Sánchez Navas
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - L Urda Gómez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J Vazquez Escobar
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - C Willmott
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | | | - B Alvarez Gonzalez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - J Cuevas
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - J Fernandez Menendez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - S Folgueras
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - I Gonzalez Caballero
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - J R González Fernández
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - E Palencia Cortezon
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - C Ramón Álvarez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - V Rodríguez Bouza
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - A Soto Rodríguez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - A Trapote
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - C Vico Villalba
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - P Vischia
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - S Bhowmik
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - S Blanco Fernández
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J A Brochero Cifuentes
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - I J Cabrillo
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - A Calderon
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J Duarte Campderros
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - M Fernandez
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Fernandez Madrazo
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - G Gomez
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Lasaosa García
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Martinez Rivero
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | | | - F Matorras
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - P Matorras Cuevas
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - E Navarrete Ramos
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J Piedra Gomez
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - L Scodellaro
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - I Vila
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J M Vizan Garcia
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | | | | | | | | | | | - K Liyanage
- University of Ruhuna, Department of Physics, Matara, Sri Lanka
| | - N Perera
- University of Ruhuna, Department of Physics, Matara, Sri Lanka
| | - N Wickramage
- University of Ruhuna, Department of Physics, Matara, Sri Lanka
| | - D Abbaneo
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C Amendola
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Auffray
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Auzinger
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Baechler
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Barney
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | | | - M Bianco
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - B Bilin
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A A Bin Anuar
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Bocci
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Brondolin
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C Caillol
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - T Camporesi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Cerminara
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - N Chernyavskaya
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D d'Enterria
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Dabrowski
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A David
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A De Roeck
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M M Defranchis
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Deile
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Dobson
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Fallavollita
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L Forthomme
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Franzoni
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - W Funk
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Giani
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Gigi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - K Gill
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Glege
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L Gouskos
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Haranko
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Hegeman
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - B Huber
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - V Innocente
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - T James
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Janot
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Kieseler
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Laurila
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Lecoq
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Leutgeb
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C Lourenço
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - B Maier
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L Malgeri
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Mannelli
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A C Marini
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Matthewman
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Meijers
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Mersi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Meschi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - V Milosevic
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Moortgat
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Mulders
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Orfanelli
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Pantaleo
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Peruzzi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Petrucciani
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Pfeiffer
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Pierini
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Piparo
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - H Qu
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Rabady
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | | | - M Rovere
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - H Sakulin
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Scarfi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Selvaggi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Sharma
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - K Shchelina
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Silva
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Sphicas
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A G Stahl Leiton
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Steen
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Summers
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Treille
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Tropea
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Tsirou
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Walter
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Wanczyk
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - K A Wozniak
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Zehetner
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Zejdl
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - W D Zeuner
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | | | - L Caminada
- Paul Scherrer Institut, Villigen, Switzerland
| | - A Ebrahimi
- Paul Scherrer Institut, Villigen, Switzerland
| | - W Erdmann
- Paul Scherrer Institut, Villigen, Switzerland
| | | | - Q Ingram
- Paul Scherrer Institut, Villigen, Switzerland
| | - H C Kaestli
- Paul Scherrer Institut, Villigen, Switzerland
| | - D Kotlinski
- Paul Scherrer Institut, Villigen, Switzerland
| | - C Lange
- Paul Scherrer Institut, Villigen, Switzerland
| | - M Missiroli
- Paul Scherrer Institut, Villigen, Switzerland
| | - L Noehte
- Paul Scherrer Institut, Villigen, Switzerland
| | - T Rohe
- Paul Scherrer Institut, Villigen, Switzerland
| | - T K Aarrestad
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - K Androsov
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Backhaus
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A Calandri
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Cazzaniga
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - K Datta
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A De Cosa
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - G Dissertori
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Dittmar
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Donegà
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Eble
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Galli
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - K Gedia
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Glessgen
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Grab
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D Hits
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - W Lustermann
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A-M Lyon
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - R A Manzoni
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Marchegiani
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - L Marchese
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Martin Perez
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A Mascellani
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Nessi-Tedaldi
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Pauss
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - V Perovic
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - S Pigazzini
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M G Ratti
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Reichmann
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Reissel
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - T Reitenspiess
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - B Ristic
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Riti
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D Ruini
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D A Sanz Becerra
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - R Seidita
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - J Steggemann
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D Valsecchi
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - R Wallny
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Amsler
- Universität Zürich, Zurich, Switzerland
| | | | - C Botta
- Universität Zürich, Zurich, Switzerland
| | | | | | - K Cormier
- Universität Zürich, Zurich, Switzerland
| | | | | | - M Huwiler
- Universität Zürich, Zurich, Switzerland
| | - W Jin
- Universität Zürich, Zurich, Switzerland
| | | | | | | | | | | | - P Meiring
- Universität Zürich, Zurich, Switzerland
| | | | | | | | - A Reimers
- Universität Zürich, Zurich, Switzerland
| | - P Robmann
- Universität Zürich, Zurich, Switzerland
| | | | | | - M Senger
- Universität Zürich, Zurich, Switzerland
| | | | | | - C Adloff
- National Central University, Chung-Li, Taiwan
| | - C M Kuo
- National Central University, Chung-Li, Taiwan
| | - W Lin
- National Central University, Chung-Li, Taiwan
| | - P K Rout
- National Central University, Chung-Li, Taiwan
| | - P C Tiwari
- National Central University, Chung-Li, Taiwan
| | - S S Yu
- National Central University, Chung-Li, Taiwan
| | - L Ceard
- National Taiwan University (NTU), Taipei, Taiwan
| | - Y Chao
- National Taiwan University (NTU), Taipei, Taiwan
| | - K F Chen
- National Taiwan University (NTU), Taipei, Taiwan
| | - P S Chen
- National Taiwan University (NTU), Taipei, Taiwan
| | - Z G Chen
- National Taiwan University (NTU), Taipei, Taiwan
| | - W-S Hou
- National Taiwan University (NTU), Taipei, Taiwan
| | - T H Hsu
- National Taiwan University (NTU), Taipei, Taiwan
| | - Y W Kao
- National Taiwan University (NTU), Taipei, Taiwan
| | - R Khurana
- National Taiwan University (NTU), Taipei, Taiwan
| | - G Kole
- National Taiwan University (NTU), Taipei, Taiwan
| | - Y Y Li
- National Taiwan University (NTU), Taipei, Taiwan
| | - R-S Lu
- National Taiwan University (NTU), Taipei, Taiwan
| | - E Paganis
- National Taiwan University (NTU), Taipei, Taiwan
| | - A Psallidas
- National Taiwan University (NTU), Taipei, Taiwan
| | - X F Su
- National Taiwan University (NTU), Taipei, Taiwan
| | | | - L S Tsai
- National Taiwan University (NTU), Taipei, Taiwan
| | - H Y Wu
- National Taiwan University (NTU), Taipei, Taiwan
| | - E Yazgan
- National Taiwan University (NTU), Taipei, Taiwan
| | - C Asawatangtrakuldee
- Chulalongkorn University, Faculty of Science, Department of Physics, Bangkok, Thailand
| | - N Srimanobhas
- Chulalongkorn University, Faculty of Science, Department of Physics, Bangkok, Thailand
| | - V Wachirapusitanand
- Chulalongkorn University, Faculty of Science, Department of Physics, Bangkok, Thailand
| | - D Agyel
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - F Boran
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - Z S Demiroglu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - F Dolek
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - I Dumanoglu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - E Eskut
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - Y Guler
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - E Gurpinar Guler
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - C Isik
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - O Kara
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - A Kayis Topaksu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - U Kiminsu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - G Onengut
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - K Ozdemir
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - A Polatoz
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - B Tali
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - U G Tok
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - S Turkcapar
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - E Uslan
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - I S Zorbakir
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - M Yalvac
- Middle East Technical University, Physics Department, Ankara, Turkey
| | - B Akgun
- Bogazici University, Istanbul, Turkey
| | | | - E Gülmez
- Bogazici University, Istanbul, Turkey
| | - M Kaya
- Bogazici University, Istanbul, Turkey
| | - O Kaya
- Bogazici University, Istanbul, Turkey
| | - S Tekten
- Bogazici University, Istanbul, Turkey
| | - A Cakir
- Istanbul Technical University, Istanbul, Turkey
| | - K Cankocak
- Istanbul Technical University, Istanbul, Turkey
| | - Y Komurcu
- Istanbul Technical University, Istanbul, Turkey
| | - S Sen
- Istanbul Technical University, Istanbul, Turkey
| | - O Aydilek
- Istanbul University, Istanbul, Turkey
| | - S Cerci
- Istanbul University, Istanbul, Turkey
| | | | | | - I Hos
- Istanbul University, Istanbul, Turkey
| | - B Isildak
- Istanbul University, Istanbul, Turkey
| | - B Kaynak
- Istanbul University, Istanbul, Turkey
| | | | - O Potok
- Istanbul University, Istanbul, Turkey
| | - H Sert
- Istanbul University, Istanbul, Turkey
| | - C Simsek
- Istanbul University, Istanbul, Turkey
| | | | | | - A Boyaryntsev
- Institute for Scintillation Materials of National Academy of Science of Ukraine, Kharkiv, Ukraine
| | - B Grynyov
- Institute for Scintillation Materials of National Academy of Science of Ukraine, Kharkiv, Ukraine
| | - L Levchuk
- National Science Centre, Kharkiv Institute of Physics and Technology, Kharkiv, Ukraine
| | - D Anthony
- University of Bristol, Bristol, United Kingdom
| | - J J Brooke
- University of Bristol, Bristol, United Kingdom
| | - A Bundock
- University of Bristol, Bristol, United Kingdom
| | - F Bury
- University of Bristol, Bristol, United Kingdom
| | - E Clement
- University of Bristol, Bristol, United Kingdom
| | - D Cussans
- University of Bristol, Bristol, United Kingdom
| | - H Flacher
- University of Bristol, Bristol, United Kingdom
| | - M Glowacki
- University of Bristol, Bristol, United Kingdom
| | - J Goldstein
- University of Bristol, Bristol, United Kingdom
| | - H F Heath
- University of Bristol, Bristol, United Kingdom
| | - L Kreczko
- University of Bristol, Bristol, United Kingdom
| | - B Krikler
- University of Bristol, Bristol, United Kingdom
| | | | | | - V J Smith
- University of Bristol, Bristol, United Kingdom
| | - N Stylianou
- University of Bristol, Bristol, United Kingdom
| | | | - R White
- University of Bristol, Bristol, United Kingdom
| | - A H Ball
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - K W Bell
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - A Belyaev
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - C Brew
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - R M Brown
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - C Cooke
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - K V Ellis
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - K Harder
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - S Harper
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - M-L Holmberg
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - J Linacre
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - D M Newbold
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - E Olaiya
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - D Petyt
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - T Reis
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - G Salvi
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - T Schuh
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - I R Tomalin
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - T Williams
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - P Bloch
- Imperial College, London, United Kingdom
| | - C E Brown
- Imperial College, London, United Kingdom
| | | | - V Cacchio
- Imperial College, London, United Kingdom
| | | | - G S Chahal
- Imperial College, London, United Kingdom
| | - D Colling
- Imperial College, London, United Kingdom
| | - J S Dancu
- Imperial College, London, United Kingdom
| | - P Dauncey
- Imperial College, London, United Kingdom
| | - G Davies
- Imperial College, London, United Kingdom
| | - J Davies
- Imperial College, London, United Kingdom
| | | | - S Fayer
- Imperial College, London, United Kingdom
| | - G Fedi
- Imperial College, London, United Kingdom
| | - G Hall
- Imperial College, London, United Kingdom
| | | | - A Howard
- Imperial College, London, United Kingdom
| | - G Iles
- Imperial College, London, United Kingdom
| | - M Knight
- Imperial College, London, United Kingdom
| | - J Langford
- Imperial College, London, United Kingdom
| | - L Lyons
- Imperial College, London, United Kingdom
| | - A-M Magnan
- Imperial College, London, United Kingdom
| | - S Malik
- Imperial College, London, United Kingdom
| | - A Martelli
- Imperial College, London, United Kingdom
| | | | - J Nash
- Imperial College, London, United Kingdom
| | - M Pesaresi
- Imperial College, London, United Kingdom
| | | | - A Richards
- Imperial College, London, United Kingdom
| | - A Rose
- Imperial College, London, United Kingdom
| | - C Seez
- Imperial College, London, United Kingdom
| | - R Shukla
- Imperial College, London, United Kingdom
| | - A Tapper
- Imperial College, London, United Kingdom
| | - K Uchida
- Imperial College, London, United Kingdom
| | - G P Uttley
- Imperial College, London, United Kingdom
| | - L H Vage
- Imperial College, London, United Kingdom
| | - T Virdee
- Imperial College, London, United Kingdom
| | | | - N Wardle
- Imperial College, London, United Kingdom
| | | | - K Coldham
- Brunel University, Uxbridge, United Kingdom
| | - J E Cole
- Brunel University, Uxbridge, United Kingdom
| | - A Khan
- Brunel University, Uxbridge, United Kingdom
| | - P Kyberd
- Brunel University, Uxbridge, United Kingdom
| | - I D Reid
- Brunel University, Uxbridge, United Kingdom
| | | | | | | | | | | | | | | | | | | | - S Sawant
- Baylor University, Waco, Texas, USA
| | | | - M Toms
- Baylor University, Waco, Texas, USA
| | - J Wilson
- Baylor University, Waco, Texas, USA
| | - R Bartek
- Catholic University of America, Washington, DC, USA
| | - A Dominguez
- Catholic University of America, Washington, DC, USA
| | | | - A E Simsek
- Catholic University of America, Washington, DC, USA
| | - R Uniyal
- Catholic University of America, Washington, DC, USA
| | | | - R Chudasama
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - S I Cooper
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - S V Gleyzer
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - C U Perez
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - P Rumerio
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - E Usai
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - C West
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - R Yi
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - A Akpinar
- Boston University, Boston, Massachusetts, USA
| | - A Albert
- Boston University, Boston, Massachusetts, USA
| | - D Arcaro
- Boston University, Boston, Massachusetts, USA
| | - C Cosby
- Boston University, Boston, Massachusetts, USA
| | - Z Demiragli
- Boston University, Boston, Massachusetts, USA
| | - C Erice
- Boston University, Boston, Massachusetts, USA
| | - E Fontanesi
- Boston University, Boston, Massachusetts, USA
| | - D Gastler
- Boston University, Boston, Massachusetts, USA
| | - S Jeon
- Boston University, Boston, Massachusetts, USA
| | - J Rohlf
- Boston University, Boston, Massachusetts, USA
| | - K Salyer
- Boston University, Boston, Massachusetts, USA
| | - D Sperka
- Boston University, Boston, Massachusetts, USA
| | - D Spitzbart
- Boston University, Boston, Massachusetts, USA
| | - I Suarez
- Boston University, Boston, Massachusetts, USA
| | - A Tsatsos
- Boston University, Boston, Massachusetts, USA
| | - S Yuan
- Boston University, Boston, Massachusetts, USA
| | - G Benelli
- Brown University, Providence, Rhode Island, USA
| | - X Coubez
- Brown University, Providence, Rhode Island, USA
| | - D Cutts
- Brown University, Providence, Rhode Island, USA
| | - M Hadley
- Brown University, Providence, Rhode Island, USA
| | - U Heintz
- Brown University, Providence, Rhode Island, USA
| | - J M Hogan
- Brown University, Providence, Rhode Island, USA
| | - T Kwon
- Brown University, Providence, Rhode Island, USA
| | - G Landsberg
- Brown University, Providence, Rhode Island, USA
| | - K T Lau
- Brown University, Providence, Rhode Island, USA
| | - D Li
- Brown University, Providence, Rhode Island, USA
| | - J Luo
- Brown University, Providence, Rhode Island, USA
| | - S Mondal
- Brown University, Providence, Rhode Island, USA
| | - M Narain
- Brown University, Providence, Rhode Island, USA
| | - N Pervan
- Brown University, Providence, Rhode Island, USA
| | - S Sagir
- Brown University, Providence, Rhode Island, USA
| | - F Simpson
- Brown University, Providence, Rhode Island, USA
| | | | - W Y Wong
- Brown University, Providence, Rhode Island, USA
| | - X Yan
- Brown University, Providence, Rhode Island, USA
| | - W Zhang
- Brown University, Providence, Rhode Island, USA
| | - S Abbott
- University of California, Davis, Davis, California, USA
| | - J Bonilla
- University of California, Davis, Davis, California, USA
| | - C Brainerd
- University of California, Davis, Davis, California, USA
| | - R Breedon
- University of California, Davis, Davis, California, USA
| | | | - M Chertok
- University of California, Davis, Davis, California, USA
| | - M Citron
- University of California, Davis, Davis, California, USA
| | - J Conway
- University of California, Davis, Davis, California, USA
| | - P T Cox
- University of California, Davis, Davis, California, USA
| | - R Erbacher
- University of California, Davis, Davis, California, USA
| | - F Jensen
- University of California, Davis, Davis, California, USA
| | - O Kukral
- University of California, Davis, Davis, California, USA
| | - G Mocellin
- University of California, Davis, Davis, California, USA
| | - M Mulhearn
- University of California, Davis, Davis, California, USA
| | - D Pellett
- University of California, Davis, Davis, California, USA
| | - W Wei
- University of California, Davis, Davis, California, USA
| | - Y Yao
- University of California, Davis, Davis, California, USA
| | - F Zhang
- University of California, Davis, Davis, California, USA
| | - M Bachtis
- University of California, Los Angeles, California, USA
| | - R Cousins
- University of California, Los Angeles, California, USA
| | - A Datta
- University of California, Los Angeles, California, USA
| | - J Hauser
- University of California, Los Angeles, California, USA
| | - M Ignatenko
- University of California, Los Angeles, California, USA
| | - M A Iqbal
- University of California, Los Angeles, California, USA
| | - T Lam
- University of California, Los Angeles, California, USA
| | - E Manca
- University of California, Los Angeles, California, USA
| | - W A Nash
- University of California, Los Angeles, California, USA
| | - D Saltzberg
- University of California, Los Angeles, California, USA
| | - B Stone
- University of California, Los Angeles, California, USA
| | - V Valuev
- University of California, Los Angeles, California, USA
| | - R Clare
- University of California, Riverside, Riverside, California, USA
| | - M Gordon
- University of California, Riverside, Riverside, California, USA
| | - G Hanson
- University of California, Riverside, Riverside, California, USA
| | - W Si
- University of California, Riverside, Riverside, California, USA
| | - S Wimpenny
- University of California, Riverside, Riverside, California, USA
| | - J G Branson
- University of California, San Diego, La Jolla, California, USA
| | - S Cittolin
- University of California, San Diego, La Jolla, California, USA
| | - S Cooperstein
- University of California, San Diego, La Jolla, California, USA
| | - D Diaz
- University of California, San Diego, La Jolla, California, USA
| | - J Duarte
- University of California, San Diego, La Jolla, California, USA
| | - L Giannini
- University of California, San Diego, La Jolla, California, USA
| | - J Guiang
- University of California, San Diego, La Jolla, California, USA
| | - R Kansal
- University of California, San Diego, La Jolla, California, USA
| | - V Krutelyov
- University of California, San Diego, La Jolla, California, USA
| | - R Lee
- University of California, San Diego, La Jolla, California, USA
| | - J Letts
- University of California, San Diego, La Jolla, California, USA
| | - M Masciovecchio
- University of California, San Diego, La Jolla, California, USA
| | - F Mokhtar
- University of California, San Diego, La Jolla, California, USA
| | - M Pieri
- University of California, San Diego, La Jolla, California, USA
| | - M Quinnan
- University of California, San Diego, La Jolla, California, USA
| | | | - V Sharma
- University of California, San Diego, La Jolla, California, USA
| | - M Tadel
- University of California, San Diego, La Jolla, California, USA
| | - E Vourliotis
- University of California, San Diego, La Jolla, California, USA
| | - F Würthwein
- University of California, San Diego, La Jolla, California, USA
| | - Y Xiang
- University of California, San Diego, La Jolla, California, USA
| | - A Yagil
- University of California, San Diego, La Jolla, California, USA
| | - A Barzdukas
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - L Brennan
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - C Campagnari
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - G Collura
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - A Dorsett
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - J Incandela
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - M Kilpatrick
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - J Kim
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - A J Li
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - P Masterson
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - H Mei
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - M Oshiro
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - J Richman
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - U Sarica
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - R Schmitz
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - F Setti
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - J Sheplock
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - D Stuart
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - S Wang
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - A Bornheim
- California Institute of Technology, Pasadena, California, USA
| | - O Cerri
- California Institute of Technology, Pasadena, California, USA
| | - A Latorre
- California Institute of Technology, Pasadena, California, USA
| | - J M Lawhorn
- California Institute of Technology, Pasadena, California, USA
| | - J Mao
- California Institute of Technology, Pasadena, California, USA
| | - H B Newman
- California Institute of Technology, Pasadena, California, USA
| | - T Q Nguyen
- California Institute of Technology, Pasadena, California, USA
| | - M Spiropulu
- California Institute of Technology, Pasadena, California, USA
| | - J R Vlimant
- California Institute of Technology, Pasadena, California, USA
| | - C Wang
- California Institute of Technology, Pasadena, California, USA
| | - S Xie
- California Institute of Technology, Pasadena, California, USA
| | - R Y Zhu
- California Institute of Technology, Pasadena, California, USA
| | - J Alison
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - S An
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - M B Andrews
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - P Bryant
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - V Dutta
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - T Ferguson
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - A Harilal
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - C Liu
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - T Mudholkar
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - S Murthy
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - M Paulini
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - A Roberts
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - A Sanchez
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - W Terrill
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - J P Cumalat
- University of Colorado Boulder, Boulder, Colorado, USA
| | - W T Ford
- University of Colorado Boulder, Boulder, Colorado, USA
| | - A Hassani
- University of Colorado Boulder, Boulder, Colorado, USA
| | | | - E MacDonald
- University of Colorado Boulder, Boulder, Colorado, USA
| | - N Manganelli
- University of Colorado Boulder, Boulder, Colorado, USA
| | - F Marini
- University of Colorado Boulder, Boulder, Colorado, USA
| | - A Perloff
- University of Colorado Boulder, Boulder, Colorado, USA
| | - C Savard
- University of Colorado Boulder, Boulder, Colorado, USA
| | - N Schonbeck
- University of Colorado Boulder, Boulder, Colorado, USA
| | - K Stenson
- University of Colorado Boulder, Boulder, Colorado, USA
| | - K A Ulmer
- University of Colorado Boulder, Boulder, Colorado, USA
| | - S R Wagner
- University of Colorado Boulder, Boulder, Colorado, USA
| | - N Zipper
- University of Colorado Boulder, Boulder, Colorado, USA
| | | | | | - X Chen
- Cornell University, Ithaca, New York, USA
| | | | - J Fan
- Cornell University, Ithaca, New York, USA
| | - X Fan
- Cornell University, Ithaca, New York, USA
| | - D Gadkari
- Cornell University, Ithaca, New York, USA
| | - S Hogan
- Cornell University, Ithaca, New York, USA
| | - J Monroy
- Cornell University, Ithaca, New York, USA
| | | | - J Reichert
- Cornell University, Ithaca, New York, USA
| | - M Reid
- Cornell University, Ithaca, New York, USA
| | - A Ryd
- Cornell University, Ithaca, New York, USA
| | - J Thom
- Cornell University, Ithaca, New York, USA
| | - P Wittich
- Cornell University, Ithaca, New York, USA
| | - R Zou
- Cornell University, Ithaca, New York, USA
| | - M Albrow
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - M Alyari
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - O Amram
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - G Apollinari
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Apresyan
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L A T Bauerdick
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Berry
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Berryhill
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - P C Bhat
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K Burkett
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J N Butler
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Canepa
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - G B Cerati
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - H W K Cheung
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - F Chlebana
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - G Cummings
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Dickinson
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - I Dutta
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - V D Elvira
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - Y Feng
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Freeman
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Gandrakota
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - Z Gecse
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Gray
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Green
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Grummer
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Grünendahl
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Guerrero
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - O Gutsche
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - R M Harris
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - R Heller
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - T C Herwig
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Hirschauer
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Horyn
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - B Jayatilaka
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Jindariani
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - M Johnson
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - U Joshi
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - T Klijnsma
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - B Klima
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K H M Kwok
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Lammel
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Lincoln
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - R Lipton
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - T Liu
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Madrid
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K Maeshima
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Mantilla
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Mason
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - P McBride
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - P Merkel
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Mrenna
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Nahn
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Ngadiuba
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Noonan
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - V Papadimitriou
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - N Pastika
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K Pedro
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Pena
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - F Ravera
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | | | - L Ristori
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | | | - N Smith
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Soha
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Spiegel
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Stoynev
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Taylor
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Tkaczyk
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - N V Tran
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Uplegger
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - E W Vaandering
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - I Zoi
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Aruta
- University of Florida, Gainesville, Florida, USA
| | - P Avery
- University of Florida, Gainesville, Florida, USA
| | - D Bourilkov
- University of Florida, Gainesville, Florida, USA
| | - L Cadamuro
- University of Florida, Gainesville, Florida, USA
| | - P Chang
- University of Florida, Gainesville, Florida, USA
| | - V Cherepanov
- University of Florida, Gainesville, Florida, USA
| | - R D Field
- University of Florida, Gainesville, Florida, USA
| | - E Koenig
- University of Florida, Gainesville, Florida, USA
| | - M Kolosova
- University of Florida, Gainesville, Florida, USA
| | - J Konigsberg
- University of Florida, Gainesville, Florida, USA
| | - A Korytov
- University of Florida, Gainesville, Florida, USA
| | - K H Lo
- University of Florida, Gainesville, Florida, USA
| | - K Matchev
- University of Florida, Gainesville, Florida, USA
| | - N Menendez
- University of Florida, Gainesville, Florida, USA
| | | | - K Mohrman
- University of Florida, Gainesville, Florida, USA
| | | | - N Rawal
- University of Florida, Gainesville, Florida, USA
| | - D Rosenzweig
- University of Florida, Gainesville, Florida, USA
| | - S Rosenzweig
- University of Florida, Gainesville, Florida, USA
| | - K Shi
- University of Florida, Gainesville, Florida, USA
| | - J Wang
- University of Florida, Gainesville, Florida, USA
| | - T Adams
- Florida State University, Tallahassee, Florida, USA
| | - A Al Kadhim
- Florida State University, Tallahassee, Florida, USA
| | - A Askew
- Florida State University, Tallahassee, Florida, USA
| | - N Bower
- Florida State University, Tallahassee, Florida, USA
| | - R Habibullah
- Florida State University, Tallahassee, Florida, USA
| | - V Hagopian
- Florida State University, Tallahassee, Florida, USA
| | - R Hashmi
- Florida State University, Tallahassee, Florida, USA
| | - R S Kim
- Florida State University, Tallahassee, Florida, USA
| | - S Kim
- Florida State University, Tallahassee, Florida, USA
| | - T Kolberg
- Florida State University, Tallahassee, Florida, USA
| | - G Martinez
- Florida State University, Tallahassee, Florida, USA
| | - H Prosper
- Florida State University, Tallahassee, Florida, USA
| | - P R Prova
- Florida State University, Tallahassee, Florida, USA
| | - O Viazlo
- Florida State University, Tallahassee, Florida, USA
| | | | - R Yohay
- Florida State University, Tallahassee, Florida, USA
| | - J Zhang
- Florida State University, Tallahassee, Florida, USA
| | - B Alsufyani
- Florida Institute of Technology, Melbourne, Florida, USA
| | - M M Baarmand
- Florida Institute of Technology, Melbourne, Florida, USA
| | - S Butalla
- Florida Institute of Technology, Melbourne, Florida, USA
| | - T Elkafrawy
- Florida Institute of Technology, Melbourne, Florida, USA
| | - M Hohlmann
- Florida Institute of Technology, Melbourne, Florida, USA
| | - R Kumar Verma
- Florida Institute of Technology, Melbourne, Florida, USA
| | - M Rahmani
- Florida Institute of Technology, Melbourne, Florida, USA
| | - M R Adams
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - C Bennett
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - R Cavanaugh
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - S Dittmer
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | | | - O Evdokimov
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - C E Gerber
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - D J Hofman
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - J H Lee
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - D S Lemos
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - A H Merrit
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - C Mills
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - S Nanda
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - G Oh
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - B Ozek
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - D Pilipovic
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - T Roy
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - S Rudrabhatla
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - M B Tonjes
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - N Varelas
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - X Wang
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - Z Ye
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - J Yoo
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | | | - D Blend
- The University of Iowa, Iowa City, Iowa, USA
| | - K Dilsiz
- The University of Iowa, Iowa City, Iowa, USA
| | - L Emediato
- The University of Iowa, Iowa City, Iowa, USA
| | - G Karaman
- The University of Iowa, Iowa City, Iowa, USA
| | - O K Köseyan
- The University of Iowa, Iowa City, Iowa, USA
| | - J-P Merlo
- The University of Iowa, Iowa City, Iowa, USA
| | | | - J Nachtman
- The University of Iowa, Iowa City, Iowa, USA
| | - O Neogi
- The University of Iowa, Iowa City, Iowa, USA
| | - H Ogul
- The University of Iowa, Iowa City, Iowa, USA
| | - Y Onel
- The University of Iowa, Iowa City, Iowa, USA
| | - A Penzo
- The University of Iowa, Iowa City, Iowa, USA
| | - C Snyder
- The University of Iowa, Iowa City, Iowa, USA
| | - E Tiras
- The University of Iowa, Iowa City, Iowa, USA
| | - B Blumenfeld
- Johns Hopkins University, Baltimore, Maryland, USA
| | - L Corcodilos
- Johns Hopkins University, Baltimore, Maryland, USA
| | - J Davis
- Johns Hopkins University, Baltimore, Maryland, USA
| | - A V Gritsan
- Johns Hopkins University, Baltimore, Maryland, USA
| | - L Kang
- Johns Hopkins University, Baltimore, Maryland, USA
| | - S Kyriacou
- Johns Hopkins University, Baltimore, Maryland, USA
| | - P Maksimovic
- Johns Hopkins University, Baltimore, Maryland, USA
| | - M Roguljic
- Johns Hopkins University, Baltimore, Maryland, USA
| | - J Roskes
- Johns Hopkins University, Baltimore, Maryland, USA
| | - S Sekhar
- Johns Hopkins University, Baltimore, Maryland, USA
| | - M Swartz
- Johns Hopkins University, Baltimore, Maryland, USA
| | - T Á Vámi
- Johns Hopkins University, Baltimore, Maryland, USA
| | - A Abreu
- The University of Kansas, Lawrence, Kansas, USA
| | | | - J Anguiano
- The University of Kansas, Lawrence, Kansas, USA
| | - P Baringer
- The University of Kansas, Lawrence, Kansas, USA
| | - A Bean
- The University of Kansas, Lawrence, Kansas, USA
| | - Z Flowers
- The University of Kansas, Lawrence, Kansas, USA
| | - D Grove
- The University of Kansas, Lawrence, Kansas, USA
| | - J King
- The University of Kansas, Lawrence, Kansas, USA
| | - G Krintiras
- The University of Kansas, Lawrence, Kansas, USA
| | | | - C Le Mahieu
- The University of Kansas, Lawrence, Kansas, USA
| | - C Lindsey
- The University of Kansas, Lawrence, Kansas, USA
| | - J Marquez
- The University of Kansas, Lawrence, Kansas, USA
| | - N Minafra
- The University of Kansas, Lawrence, Kansas, USA
| | - M Murray
- The University of Kansas, Lawrence, Kansas, USA
| | - M Nickel
- The University of Kansas, Lawrence, Kansas, USA
| | - M Pitt
- The University of Kansas, Lawrence, Kansas, USA
| | - S Popescu
- The University of Kansas, Lawrence, Kansas, USA
| | - C Rogan
- The University of Kansas, Lawrence, Kansas, USA
| | - C Royon
- The University of Kansas, Lawrence, Kansas, USA
| | - R Salvatico
- The University of Kansas, Lawrence, Kansas, USA
| | - S Sanders
- The University of Kansas, Lawrence, Kansas, USA
| | - C Smith
- The University of Kansas, Lawrence, Kansas, USA
| | - Q Wang
- The University of Kansas, Lawrence, Kansas, USA
| | - G Wilson
- The University of Kansas, Lawrence, Kansas, USA
| | - B Allmond
- Kansas State University, Manhattan, Kansas, USA
| | - A Ivanov
- Kansas State University, Manhattan, Kansas, USA
| | - K Kaadze
- Kansas State University, Manhattan, Kansas, USA
| | | | - D Kim
- Kansas State University, Manhattan, Kansas, USA
| | - Y Maravin
- Kansas State University, Manhattan, Kansas, USA
| | - K Nam
- Kansas State University, Manhattan, Kansas, USA
| | - J Natoli
- Kansas State University, Manhattan, Kansas, USA
| | - D Roy
- Kansas State University, Manhattan, Kansas, USA
| | | | - F Rebassoo
- Lawrence Livermore National Laboratory, Livermore, California, USA
| | - D Wright
- Lawrence Livermore National Laboratory, Livermore, California, USA
| | - E Adams
- University of Maryland, College Park, Maryland, USA
| | - A Baden
- University of Maryland, College Park, Maryland, USA
| | - O Baron
- University of Maryland, College Park, Maryland, USA
| | - A Belloni
- University of Maryland, College Park, Maryland, USA
| | - A Bethani
- University of Maryland, College Park, Maryland, USA
| | - Y M Chen
- University of Maryland, College Park, Maryland, USA
| | - S C Eno
- University of Maryland, College Park, Maryland, USA
| | - N J Hadley
- University of Maryland, College Park, Maryland, USA
| | - S Jabeen
- University of Maryland, College Park, Maryland, USA
| | - R G Kellogg
- University of Maryland, College Park, Maryland, USA
| | - T Koeth
- University of Maryland, College Park, Maryland, USA
| | - Y Lai
- University of Maryland, College Park, Maryland, USA
| | - S Lascio
- University of Maryland, College Park, Maryland, USA
| | - A C Mignerey
- University of Maryland, College Park, Maryland, USA
| | - S Nabili
- University of Maryland, College Park, Maryland, USA
| | - C Palmer
- University of Maryland, College Park, Maryland, USA
| | | | - M M Paranjpe
- University of Maryland, College Park, Maryland, USA
| | - L Wang
- University of Maryland, College Park, Maryland, USA
| | - K Wong
- University of Maryland, College Park, Maryland, USA
| | - J Bendavid
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - W Busza
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - I A Cali
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Y Chen
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - M D'Alfonso
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - J Eysermans
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - C Freer
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - G Gomez-Ceballos
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - M Goncharov
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - P Harris
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - D Hoang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - D Kovalskyi
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - J Krupa
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - L Lavezzo
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Y-J Lee
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - K Long
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - C Mironov
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - C Paus
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - D Rankin
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - C Roland
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - G Roland
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - S Rothman
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Z Shi
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - G S F Stephans
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - J Wang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Z Wang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - B Wyslouch
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - T J Yang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - B Crossman
- University of Minnesota, Minneapolis, Minnesota, USA
| | - B M Joshi
- University of Minnesota, Minneapolis, Minnesota, USA
| | - C Kapsiak
- University of Minnesota, Minneapolis, Minnesota, USA
| | - M Krohn
- University of Minnesota, Minneapolis, Minnesota, USA
| | - D Mahon
- University of Minnesota, Minneapolis, Minnesota, USA
| | - J Mans
- University of Minnesota, Minneapolis, Minnesota, USA
| | - B Marzocchi
- University of Minnesota, Minneapolis, Minnesota, USA
| | - S Pandey
- University of Minnesota, Minneapolis, Minnesota, USA
| | - M Revering
- University of Minnesota, Minneapolis, Minnesota, USA
| | - R Rusack
- University of Minnesota, Minneapolis, Minnesota, USA
| | - R Saradhy
- University of Minnesota, Minneapolis, Minnesota, USA
| | - N Schroeder
- University of Minnesota, Minneapolis, Minnesota, USA
| | - N Strobbe
- University of Minnesota, Minneapolis, Minnesota, USA
| | - M A Wadud
- University of Minnesota, Minneapolis, Minnesota, USA
| | - L M Cremaldi
- University of Mississippi, Oxford, Mississippi, USA
| | - K Bloom
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - M Bryson
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - D R Claes
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - C Fangmeier
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - F Golf
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - G Haza
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - J Hossain
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - C Joo
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - I Kravchenko
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - I Reed
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - J E Siado
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - W Tabb
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - A Vagnerini
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - A Wightman
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - F Yan
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - D Yu
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | | | - G Agarwal
- State University of New York at Buffalo, Buffalo, New York, USA
| | - H Bandyopadhyay
- State University of New York at Buffalo, Buffalo, New York, USA
| | - L Hay
- State University of New York at Buffalo, Buffalo, New York, USA
| | - I Iashvili
- State University of New York at Buffalo, Buffalo, New York, USA
| | - A Kharchilava
- State University of New York at Buffalo, Buffalo, New York, USA
| | - C McLean
- State University of New York at Buffalo, Buffalo, New York, USA
| | - M Morris
- State University of New York at Buffalo, Buffalo, New York, USA
| | - D Nguyen
- State University of New York at Buffalo, Buffalo, New York, USA
| | - S Rappoccio
- State University of New York at Buffalo, Buffalo, New York, USA
| | - H Rejeb Sfar
- State University of New York at Buffalo, Buffalo, New York, USA
| | - A Williams
- State University of New York at Buffalo, Buffalo, New York, USA
| | - G Alverson
- Northeastern University, Boston, Massachusetts, USA
| | - E Barberis
- Northeastern University, Boston, Massachusetts, USA
| | - Y Haddad
- Northeastern University, Boston, Massachusetts, USA
| | - Y Han
- Northeastern University, Boston, Massachusetts, USA
| | - A Krishna
- Northeastern University, Boston, Massachusetts, USA
| | - J Li
- Northeastern University, Boston, Massachusetts, USA
| | - M Lu
- Northeastern University, Boston, Massachusetts, USA
| | - G Madigan
- Northeastern University, Boston, Massachusetts, USA
| | - R Mccarthy
- Northeastern University, Boston, Massachusetts, USA
| | - D M Morse
- Northeastern University, Boston, Massachusetts, USA
| | - V Nguyen
- Northeastern University, Boston, Massachusetts, USA
| | - T Orimoto
- Northeastern University, Boston, Massachusetts, USA
| | - A Parker
- Northeastern University, Boston, Massachusetts, USA
| | - L Skinnari
- Northeastern University, Boston, Massachusetts, USA
| | | | - B Wang
- Northeastern University, Boston, Massachusetts, USA
| | - D Wood
- Northeastern University, Boston, Massachusetts, USA
| | | | - J Bueghly
- Northwestern University, Evanston, Illinois, USA
| | - Z Chen
- Northwestern University, Evanston, Illinois, USA
| | - K A Hahn
- Northwestern University, Evanston, Illinois, USA
| | - Y Liu
- Northwestern University, Evanston, Illinois, USA
| | - Y Miao
- Northwestern University, Evanston, Illinois, USA
| | - D G Monk
- Northwestern University, Evanston, Illinois, USA
| | - M H Schmitt
- Northwestern University, Evanston, Illinois, USA
| | - A Taliercio
- Northwestern University, Evanston, Illinois, USA
| | - M Velasco
- Northwestern University, Evanston, Illinois, USA
| | - R Band
- University of Notre Dame, Notre Dame, Indiana, USA
| | - R Bucci
- University of Notre Dame, Notre Dame, Indiana, USA
| | - S Castells
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Cremonesi
- University of Notre Dame, Notre Dame, Indiana, USA
| | - A Das
- University of Notre Dame, Notre Dame, Indiana, USA
| | - R Goldouzian
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Hildreth
- University of Notre Dame, Notre Dame, Indiana, USA
| | - K W Ho
- University of Notre Dame, Notre Dame, Indiana, USA
| | | | - C Jessop
- University of Notre Dame, Notre Dame, Indiana, USA
| | - K Lannon
- University of Notre Dame, Notre Dame, Indiana, USA
| | - J Lawrence
- University of Notre Dame, Notre Dame, Indiana, USA
| | - N Loukas
- University of Notre Dame, Notre Dame, Indiana, USA
| | - L Lutton
- University of Notre Dame, Notre Dame, Indiana, USA
| | - J Mariano
- University of Notre Dame, Notre Dame, Indiana, USA
| | - N Marinelli
- University of Notre Dame, Notre Dame, Indiana, USA
| | - I Mcalister
- University of Notre Dame, Notre Dame, Indiana, USA
| | - T McCauley
- University of Notre Dame, Notre Dame, Indiana, USA
| | - C Mcgrady
- University of Notre Dame, Notre Dame, Indiana, USA
| | - C Moore
- University of Notre Dame, Notre Dame, Indiana, USA
| | - Y Musienko
- University of Notre Dame, Notre Dame, Indiana, USA
| | - H Nelson
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Osherson
- University of Notre Dame, Notre Dame, Indiana, USA
| | - R Ruchti
- University of Notre Dame, Notre Dame, Indiana, USA
| | - A Townsend
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Wayne
- University of Notre Dame, Notre Dame, Indiana, USA
| | - H Yockey
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Zarucki
- University of Notre Dame, Notre Dame, Indiana, USA
| | - L Zygala
- University of Notre Dame, Notre Dame, Indiana, USA
| | - A Basnet
- The Ohio State University, Columbus, Ohio, USA
| | - B Bylsma
- The Ohio State University, Columbus, Ohio, USA
| | - M Carrigan
- The Ohio State University, Columbus, Ohio, USA
| | - L S Durkin
- The Ohio State University, Columbus, Ohio, USA
| | - C Hill
- The Ohio State University, Columbus, Ohio, USA
| | - M Joyce
- The Ohio State University, Columbus, Ohio, USA
| | - A Lesauvage
- The Ohio State University, Columbus, Ohio, USA
| | | | - K Wei
- The Ohio State University, Columbus, Ohio, USA
| | - B L Winer
- The Ohio State University, Columbus, Ohio, USA
| | - B R Yates
- The Ohio State University, Columbus, Ohio, USA
| | - F M Addesa
- Princeton University, Princeton, New Jersey, USA
| | | | - P Das
- Princeton University, Princeton, New Jersey, USA
| | - G Dezoort
- Princeton University, Princeton, New Jersey, USA
| | - P Elmer
- Princeton University, Princeton, New Jersey, USA
| | | | - B Greenberg
- Princeton University, Princeton, New Jersey, USA
| | - N Haubrich
- Princeton University, Princeton, New Jersey, USA
| | | | - G Kopp
- Princeton University, Princeton, New Jersey, USA
| | - S Kwan
- Princeton University, Princeton, New Jersey, USA
| | - D Lange
- Princeton University, Princeton, New Jersey, USA
| | - A Loeliger
- Princeton University, Princeton, New Jersey, USA
| | - D Marlow
- Princeton University, Princeton, New Jersey, USA
| | - I Ojalvo
- Princeton University, Princeton, New Jersey, USA
| | - J Olsen
- Princeton University, Princeton, New Jersey, USA
| | - A Shevelev
- Princeton University, Princeton, New Jersey, USA
| | - D Stickland
- Princeton University, Princeton, New Jersey, USA
| | - C Tully
- Princeton University, Princeton, New Jersey, USA
| | - S Malik
- University of Puerto Rico, Mayaguez, Puerto Rico, USA
| | - A S Bakshi
- Purdue University, West Lafayette, Indiana, USA
| | - V E Barnes
- Purdue University, West Lafayette, Indiana, USA
| | - S Chandra
- Purdue University, West Lafayette, Indiana, USA
| | - R Chawla
- Purdue University, West Lafayette, Indiana, USA
| | - S Das
- Purdue University, West Lafayette, Indiana, USA
| | - A Gu
- Purdue University, West Lafayette, Indiana, USA
| | - L Gutay
- Purdue University, West Lafayette, Indiana, USA
| | - M Jones
- Purdue University, West Lafayette, Indiana, USA
| | - A W Jung
- Purdue University, West Lafayette, Indiana, USA
| | | | - A M Koshy
- Purdue University, West Lafayette, Indiana, USA
| | - M Liu
- Purdue University, West Lafayette, Indiana, USA
| | - G Negro
- Purdue University, West Lafayette, Indiana, USA
| | | | - G Paspalaki
- Purdue University, West Lafayette, Indiana, USA
| | - S Piperov
- Purdue University, West Lafayette, Indiana, USA
| | - V Scheurer
- Purdue University, West Lafayette, Indiana, USA
| | - J F Schulte
- Purdue University, West Lafayette, Indiana, USA
| | | | - J Thieman
- Purdue University, West Lafayette, Indiana, USA
| | - A K Virdi
- Purdue University, West Lafayette, Indiana, USA
| | - F Wang
- Purdue University, West Lafayette, Indiana, USA
| | - W Xie
- Purdue University, West Lafayette, Indiana, USA
| | - J Dolen
- Purdue University Northwest, Hammond, Indiana, USA
| | - N Parashar
- Purdue University Northwest, Hammond, Indiana, USA
| | - A Pathak
- Purdue University Northwest, Hammond, Indiana, USA
| | - D Acosta
- Rice University, Houston, Texas, USA
| | - A Baty
- Rice University, Houston, Texas, USA
| | | | - S Dildick
- Rice University, Houston, Texas, USA
| | | | | | - S Freed
- Rice University, Houston, Texas, USA
| | - P Gardner
- Rice University, Houston, Texas, USA
| | | | - A Kumar
- Rice University, Houston, Texas, USA
| | - W Li
- Rice University, Houston, Texas, USA
| | | | | | - R Redjimi
- Rice University, Houston, Texas, USA
| | - J Rotter
- Rice University, Houston, Texas, USA
| | | | - Y Zhang
- Rice University, Houston, Texas, USA
| | - A Bodek
- University of Rochester, Rochester, New York, USA
| | - P de Barbaro
- University of Rochester, Rochester, New York, USA
| | - R Demina
- University of Rochester, Rochester, New York, USA
| | - J L Dulemba
- University of Rochester, Rochester, New York, USA
| | - C Fallon
- University of Rochester, Rochester, New York, USA
| | | | - O Hindrichs
- University of Rochester, Rochester, New York, USA
| | | | - P Parygin
- University of Rochester, Rochester, New York, USA
| | - E Popova
- University of Rochester, Rochester, New York, USA
| | - R Taus
- University of Rochester, Rochester, New York, USA
| | | | - K Goulianos
- The Rockefeller University, New York, New York, USA
| | - B Chiarito
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - J P Chou
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - Y Gershtein
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - E Halkiadakis
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - A Hart
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - M Heindl
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - D Jaroslawski
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - O Karacheban
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - I Laflotte
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - A Lath
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - R Montalvo
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - K Nash
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - H Routray
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Salur
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Schnetzer
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Somalwar
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - R Stone
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S A Thayil
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Thomas
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - J Vora
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - H Wang
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - H Acharya
- University of Tennessee, Knoxville, Tennessee, USA
| | - D Ally
- University of Tennessee, Knoxville, Tennessee, USA
| | - A G Delannoy
- University of Tennessee, Knoxville, Tennessee, USA
| | - S Fiorendi
- University of Tennessee, Knoxville, Tennessee, USA
| | - T Holmes
- University of Tennessee, Knoxville, Tennessee, USA
| | | | - L Lee
- University of Tennessee, Knoxville, Tennessee, USA
| | - E Nibigira
- University of Tennessee, Knoxville, Tennessee, USA
| | - S Spanier
- University of Tennessee, Knoxville, Tennessee, USA
| | - D Aebi
- Texas A&M University, College Station, Texas, USA
| | - M Ahmad
- Texas A&M University, College Station, Texas, USA
| | - O Bouhali
- Texas A&M University, College Station, Texas, USA
| | - M Dalchenko
- Texas A&M University, College Station, Texas, USA
| | - R Eusebi
- Texas A&M University, College Station, Texas, USA
| | - J Gilmore
- Texas A&M University, College Station, Texas, USA
| | - T Huang
- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
| | - H Kim
- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Vanderbilt University, Nashville, Tennessee, USA
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- Vanderbilt University, Nashville, Tennessee, USA
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- Vanderbilt University, Nashville, Tennessee, USA
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- Vanderbilt University, Nashville, Tennessee, USA
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- Vanderbilt University, Nashville, Tennessee, USA
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- Vanderbilt University, Nashville, Tennessee, USA
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- Vanderbilt University, Nashville, Tennessee, USA
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- Vanderbilt University, Nashville, Tennessee, USA
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- Vanderbilt University, Nashville, Tennessee, USA
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- University of Virginia, Charlottesville, Virginia, USA
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- University of Virginia, Charlottesville, Virginia, USA
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- University of Virginia, Charlottesville, Virginia, USA
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- University of Virginia, Charlottesville, Virginia, USA
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- University of Virginia, Charlottesville, Virginia, USA
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- Wayne State University, Detroit, Michigan, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - T Bose
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - S Dasu
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - I De Bruyn
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - P Everaerts
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - C Galloni
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - H He
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - M Herndon
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Herve
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - C K Koraka
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Lanaro
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - R Loveless
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | | | - A Mallampalli
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Mohammadi
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - S Mondal
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - G Parida
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - D Pinna
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Savin
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - V Shang
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - V Sharma
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - W H Smith
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - D Teague
- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Warden
- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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Chaurasia A, Namachivayam A, Koca-Ünsal RB, Lee JH. Deep-learning performance in identifying and classifying dental implant systems from dental imaging: a systematic review and meta-analysis. J Periodontal Implant Sci 2024; 54:3-12. [PMID: 37154107 PMCID: PMC10901682 DOI: 10.5051/jpis.2300160008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Revised: 02/10/2023] [Accepted: 02/21/2023] [Indexed: 05/10/2023] Open
Abstract
Deep learning (DL) offers promising performance in computer vision tasks and is highly suitable for dental image recognition and analysis. We evaluated the accuracy of DL algorithms in identifying and classifying dental implant systems (DISs) using dental imaging. In this systematic review and meta-analysis, we explored the MEDLINE/PubMed, Scopus, Embase, and Google Scholar databases and identified studies published between January 2011 and March 2022. Studies conducted on DL approaches for DIS identification or classification were included, and the accuracy of the DL models was evaluated using panoramic and periapical radiographic images. The quality of the selected studies was assessed using QUADAS-2. This review was registered with PROSPERO (CRDCRD42022309624). From 1,293 identified records, 9 studies were included in this systematic review and meta-analysis. The DL-based implant classification accuracy was no less than 70.75% (95% confidence interval [CI], 65.6%-75.9%) and no higher than 98.19 (95% CI, 97.8%-98.5%). The weighted accuracy was calculated, and the pooled sample size was 46,645, with an overall accuracy of 92.16% (95% CI, 90.8%-93.5%). The risk of bias and applicability concerns were judged as high for most studies, mainly regarding data selection and reference standards. DL models showed high accuracy in identifying and classifying DISs using panoramic and periapical radiographic images. Therefore, DL models are promising prospects for use as decision aids and decision-making tools; however, there are limitations with respect to their application in actual clinical practice.
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Affiliation(s)
- Akhilanand Chaurasia
- Department of Oral Medicine & Radiology, King George's Medical University, Lucknow, Uttar Pradesh, India
| | - Arunkumar Namachivayam
- Department of Biostatistics, Bapuji Dental College & Hospital, Davengere, Karnataka, India
| | - Revan Birke Koca-Ünsal
- Department of Periodontology, Faculty of Dentistry, University of Kyrenia, Kyrenia, Cyprus
| | - Jae-Hong Lee
- Department of Periodontology, College of Dentistry and Institute of Oral Bioscience, Jeonbuk National University, Jeonju, Korea
- Research Institute of Clinical Medicine of Jeonbuk National University-Biomedical Research Institute of Jeonbuk National University Hospital, Jeonju, Korea.
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Hayrapetyan A, Tumasyan A, Adam W, Andrejkovic JW, Bergauer T, Chatterjee S, Damanakis K, Dragicevic M, Escalante Del Valle A, Hussain PS, Jeitler M, Krammer N, Liko D, Mikulec I, Schieck J, Schöfbeck R, Schwarz D, Sonawane M, Templ S, Waltenberger W, Wulz CE, Darwish MR, Janssen T, Van Mechelen P, Bols ES, D'Hondt J, Dansana S, De Moor A, Delcourt M, El Faham H, Lowette S, Makarenko I, Morton A, Müller D, Sahasransu AR, Tavernier S, Tytgat M, Van Putte S, Vannerom D, Clerbaux B, De Lentdecker G, Favart L, Hohov D, Jaramillo J, Khalilzadeh A, Lee K, Mahdavikhorrami M, Malara A, Paredes S, Pétré L, Postiau N, Thomas L, Vanden Bemden M, Vander Velde C, Vanlaer P, De Coen M, Dobur D, Knolle J, Lambrecht L, Mestdach G, Rendón C, Samalan A, Skovpen K, Van Den Bossche N, Wezenbeek L, Benecke A, Bruno G, Caputo C, Delaere C, Donertas IS, Giammanco A, Jaffel K, Jain S, Lemaitre V, Lidrych J, Mastrapasqua P, Mondal K, Tran TT, Wertz S, Alves GA, Coelho E, Hensel C, Menezes De Oliveira T, Moraes A, Rebello Teles P, Soeiro M, Aldá Júnior WL, Alves Gallo Pereira M, Barroso Ferreira Filho M, Brandao Malbouisson H, Carvalho W, Chinellato J, Da Costa EM, Da Silveira GG, De Jesus Damiao D, Fonseca De Souza S, Martins J, Mora Herrera C, Mota Amarilo K, Mundim L, Nogima H, Santoro A, Silva Do Amaral SM, Sznajder A, Thiel M, Vilela Pereira A, Bernardes CA, Calligaris L, Tomei TRFP, Gregores EM, Mercadante PG, Novaes SF, Orzari B, Padula SS, Aleksandrov A, Antchev G, Hadjiiska R, Iaydjiev P, Misheva M, Shopova M, Sultanov G, Dimitrov A, Ivanov T, Litov L, Pavlov B, Petkov P, Petrov A, Shumka E, Keshri S, Thakur S, Cheng T, Guo Q, Javaid T, Mittal M, Yuan L, Bauer G, Hu Z, Yi K, Chen GM, Chen HS, Chen M, Iemmi F, Jiang CH, Kapoor A, Liao H, Liu ZA, Monti F, Sharma R, Song JN, Tao J, Wang J, Zhang H, Agapitos A, Ban Y, Levin A, Li C, Li Q, Lyu X, Mao Y, Qian SJ, Sun X, Wang D, Yang H, Zhou C, You Z, Lu N, Gao X, Leggat D, Okawa H, Zhang Y, Lin Z, Lu C, Xiao M, Avila C, Barbosa Trujillo DA, Cabrera A, Florez C, Fraga J, Reyes Vega JA, Mejia Guisao J, Ramirez F, Rodriguez M, Ruiz Alvarez JD, Giljanovic D, Godinovic N, Lelas D, Sculac A, Kovac M, Sculac T, Bargassa P, Brigljevic V, Chitroda BK, Ferencek D, Mishra S, Starodumov A, Susa T, Attikis A, Christoforou K, Konstantinou S, Mousa J, Nicolaou C, Ptochos F, Razis PA, Rykaczewski H, Saka H, Stepennov A, Finger M, Finger M, Kveton A, Ayala E, Carrera Jarrin E, Assran Y, Elgammal S, Abdullah Al-Mashad M, Mahmoud MA, Dewanjee RK, Ehataht K, Kadastik M, Lange T, Nandan S, Nielsen C, Pata J, Raidal M, Tani L, Veelken C, Kirschenmann H, Osterberg K, Voutilainen M, Bharthuar S, Brücken E, Garcia F, Havukainen J, Kallonen KTS, Kim MS, Kinnunen R, Lampén T, Lassila-Perini K, Lehti S, Lindén T, Lotti M, Martikainen L, Myllymäki M, Rantanen MM, Siikonen H, Tuominen E, Tuominiemi J, Luukka P, Petrow H, Tuuva T, Besancon M, Couderc F, Dejardin M, Denegri D, Faure JL, Ferri F, Ganjour S, Gras P, Hamel de Monchenault G, Lohezic V, Malcles J, Rander J, Rosowsky A, Sahin MÖ, Savoy-Navarro A, Simkina P, Titov M, Baldenegro Barrera C, Beaudette F, Buchot Perraguin A, Busson P, Cappati A, Charlot C, Damas F, Davignon O, Falmagne G, Fontana Santos Alves BA, Ghosh S, Gilbert A, Granier de Cassagnac R, Hakimi A, Harikrishnan B, Kalipoliti L, Liu G, Motta J, Nguyen M, Ochando C, Portales L, Salerno R, Sarkar U, Sauvan JB, Sirois Y, Tarabini A, Vernazza E, Zabi A, Zghiche A, Agram JL, Andrea J, Apparu D, Bloch D, Brom JM, Chabert EC, Collard C, Falke S, Goerlach U, Grimault C, Haeberle R, Le Bihan AC, Sessini MA, Van Hove P, Beauceron S, Blancon B, Boudoul G, Chanon N, Choi J, Contardo D, Depasse P, Dozen C, El Mamouni H, Fay J, Gascon S, Gouzevitch M, Greenberg C, Grenier G, Ille B, Laktineh IB, Lethuillier M, Mirabito L, Perries S, Vander Donckt M, Verdier P, Xiao J, Chokheli D, Lomidze I, Tsamalaidze Z, Botta V, Feld L, Klein K, Lipinski M, Meuser D, Pauls A, Röwert N, Teroerde M, Diekmann S, Dodonova A, Eich N, Eliseev D, Engelke F, Erdmann M, Fackeldey P, Fischer B, Hebbeker T, Hoepfner K, Ivone F, Jung A, Lee MY, Mastrolorenzo L, Merschmeyer M, Meyer A, Mukherjee S, Noll D, Novak A, Nowotny F, Pozdnyakov A, Rath Y, Redjeb W, Rehm F, Reithler H, Sarkisovi V, Schmidt A, Schuler SC, Sharma A, Stein A, Torres Da Silva De Araujo F, Vigilante L, Wiedenbeck S, Zaleski S, Dziwok C, Flügge G, Haj Ahmad W, Kress T, Nowack A, Pooth O, Stahl A, Ziemons T, Zotz A, Aarup Petersen H, Aldaya Martin M, Alimena J, Amoroso S, An Y, Baxter S, Bayatmakou M, Becerril Gonzalez H, Behnke O, Belvedere A, Bhattacharya S, Blekman F, Borras K, Brunner D, Campbell A, Cardini A, Cheng C, Colombina F, Consuegra Rodríguez S, Correia Silva G, De Silva M, Eckerlin G, Eckstein D, Estevez Banos LI, Filatov O, Gallo E, Geiser A, Giraldi A, Greau G, Guglielmi V, Guthoff M, Hinzmann A, Jafari A, Jeppe L, Jomhari NZ, Kaech B, Kasemann M, Kaveh H, Kleinwort C, Kogler R, Komm M, Krücker D, Lange W, Leyva Pernia D, Lipka K, Lohmann W, Mankel R, Melzer-Pellmann IA, Mendizabal Morentin M, Metwally J, Meyer AB, Milella G, Mormile M, Mussgiller A, Nürnberg A, Otarid Y, Pérez Adán D, Ranken E, Raspereza A, Ribeiro Lopes B, Rübenach J, Saggio A, Scham M, Scheurer V, Schnake S, Schütze P, Schwanenberger C, Shchedrolosiev M, Sosa Ricardo RE, Sreelatha Pramod LP, Stafford D, Vazzoler F, Ventura Barroso A, Walsh R, Wang Q, Wen Y, Wichmann K, Wiens L, Wissing C, Wuchterl S, Yang Y, Zimermmane Castro Santos A, Albrecht A, Albrecht S, Antonello M, Bein S, Benato L, Bonanomi M, Connor P, Eich M, El Morabit K, Fischer Y, Fröhlich A, Garbers C, Garutti E, Grohsjean A, Hajheidari M, Haller J, Jabusch HR, Kasieczka G, Keicher P, Klanner R, Korcari W, Kramer T, Kutzner V, Labe F, Lange J, Lobanov A, Matthies C, Mehta A, Moureaux L, Mrowietz M, Nigamova A, Nissan Y, Paasch A, Pena Rodriguez KJ, Quadfasel T, Raciti B, Rieger M, Savoiu D, Schindler J, Schleper P, Schröder M, Schwandt J, Sommerhalder M, Stadie H, Steinbrück G, Tews A, Wolf M, Brommer S, Burkart M, Butz E, Chwalek T, Dierlamm A, Droll A, Faltermann N, Giffels M, Gottmann A, Hartmann F, Horzela M, Husemann U, Klute M, Koppenhöfer R, Link M, Lintuluoto A, Maier S, Mitra S, Müller T, Neukum M, Oh M, Quast G, Rabbertz K, Shvetsov I, Simonis HJ, Trevisani N, Ulrich R, van der Linden J, Von Cube RF, Wassmer M, Wieland S, Wittig F, Wolf R, Wunsch S, Zuo X, Anagnostou G, Assiouras P, Daskalakis G, Kyriakis A, Papadopoulos A, Stakia A, Karasavvas D, Kontaxakis P, Melachroinos G, Panagiotou A, Papavergou I, Paraskevas I, Saoulidou N, Theofilatos K, Tziaferi E, Vellidis K, Zisopoulos I, Bakas G, Chatzistavrou T, Karapostoli G, Kousouris K, Papakrivopoulos I, Siamarkou E, Tsipolitis G, Zacharopoulou A, Adamidis K, Bestintzanos I, Evangelou I, Foudas C, Gianneios P, Kamtsikis C, Katsoulis P, Kokkas P, Kosmoglou Kioseoglou PG, Manthos N, Papadopoulos I, Strologas J, Csanád M, Farkas K, Gadallah MMA, Kadlecsik Á, Major P, Mandal K, Pásztor G, Rádl AJ, Surányi O, Veres GI, Bartók M, Hajdu C, Horvath D, Sikler F, Veszpremi V, Bencze G, Czellar S, Karancsi J, Molnar J, Szillasi Z, Raics P, Ujvari B, Zilizi G, Csorgo T, Nemes F, Novak T, Babbar J, Bansal S, Beri SB, Bhatnagar V, Chaudhary G, Chauhan S, Dhingra N, Gupta R, Kaur A, Kaur A, Kaur H, Kaur M, Kumar S, Kumari P, Meena M, Sandeep K, Sheokand T, Singh JB, Singla A, Ahmed A, Bhardwaj A, Chhetri A, Choudhary BC, Kumar A, Naimuddin M, Ranjan K, Saumya S, Baradia S, Barman S, Bhattacharya S, Bhowmik D, Dutta S, Dutta S, Gomber B, Palit P, Saha G, Sahu B, Sarkar S, Behera PK, Behera SC, Chatterjee S, Jana P, Kalbhor P, Komaragiri JR, Kumar D, Ameen MMM, Panwar L, Pradhan R, Pujahari PR, Saha NR, Sharma A, Sikdar AK, Verma S, Aziz T, Das I, Dugad S, Kumar M, Mohanty GB, Suryadevara P, Bala A, Banerjee S, Chatterjee RM, Guchait M, Karmakar S, Kumar S, Majumder G, Mazumdar K, Mukherjee S, Thachayath A, Bahinipati S, Das AK, Kar C, Maity D, Mal P, Mishra T, Muraleedharan Nair Bindhu VK, Naskar K, Nayak A, Sadangi P, Saha P, Swain SK, Varghese S, Vats D, Alpana A, Dube S, Kansal B, Laha A, Rastogi A, Sharma S, Bakhshiansohi H, Khazaie E, Zeinali M, Chenarani S, Etesami SM, Khakzad M, Mohammadi Najafabadi M, Grunewald M, Abbrescia M, Aly R, Colaleo A, Creanza D, D Anzi B, De Filippis N, De Palma M, Di Florio A, Elmetenawee W, Fiore L, Iaselli G, Maggi G, Maggi M, Margjeka I, Mastrapasqua V, My S, Nuzzo S, Pellecchia A, Pompili A, Pugliese G, Radogna R, Ramirez-Sanchez G, Ramos D, Ranieri A, Silvestris L, Simone FM, Sözbilir Ü, Stamerra A, Venditti R, Verwilligen P, Zaza A, Abbiendi G, Battilana C, Bonacorsi D, Borgonovi L, Campanini R, Capiluppi P, Castro A, Cavallo FR, Cuffiani M, Dallavalle GM, Diotalevi T, Fabbri F, Fanfani A, Fasanella D, Giacomelli P, Giommi L, Grandi C, Guiducci L, Lo Meo S, Lunerti L, Marcellini S, Masetti G, Navarria FL, Perrotta A, Primavera F, Rossi AM, Siroli GP, Costa S, Di Mattia A, Potenza R, Tricomi A, Tuve C, Barbagli G, Bardelli G, Camaiani B, Cassese A, Ceccarelli R, Ciulli V, Civinini C, D'Alessandro R, Focardi E, Latino G, Lenzi P, Lizzo M, Meschini M, Paoletti S, Papanastassiou A, Sguazzoni G, Viliani L, Benussi L, Bianco S, Meola S, Piccolo D, Chatagnon P, Ferro F, Robutti E, Tosi S, Benaglia A, Boldrini G, Brivio F, Cetorelli F, De Guio F, Dinardo ME, Dini P, Gennai S, Ghezzi A, Govoni P, Guzzi L, Lucchini MT, Malberti M, Malvezzi S, Massironi A, Menasce D, Moroni L, Paganoni M, Pedrini D, Pinolini BS, Ragazzi S, Redaelli N, Tabarelli de Fatis T, Zuolo D, Buontempo S, Cagnotta A, Carnevali F, Cavallo N, De Iorio A, Fabozzi F, Iorio AOM, Lista L, Paolucci P, Rossi B, Sciacca C, Ardino R, Azzi P, Bacchetta N, Bortignon P, Bragagnolo A, Carlin R, Checchia P, Dorigo T, Fanzago F, Gasparini U, Gonella F, Grosso G, Layer L, Lusiani E, Margoni M, Meneguzzo AT, Migliorini M, Pazzini J, Ronchese P, Rossin R, Simonetto F, Strong G, Tosi M, Triossi A, Ventura S, Yarar H, Zanetti M, Zotto P, Zucchetta A, Zumerle G, Abu Zeid S, Aimè C, Braghieri A, Calzaferri S, Fiorina D, Montagna P, Re V, Riccardi C, Salvini P, Vai I, Vitulo P, Ajmal S, Asenov P, Bilei GM, Ciangottini D, Fanò L, Magherini M, Mantovani G, Mariani V, Menichelli M, Moscatelli F, Piccinelli A, Presilla M, Rossi A, Santocchia A, Spiga D, Tedeschi T, Azzurri P, Bagliesi G, Bhattacharya R, Bianchini L, Boccali T, Bossini E, Bruschini D, Castaldi R, Ciocci MA, Cipriani M, D'Amante V, Dell'Orso R, Donato S, Giassi A, Ligabue F, Matos Figueiredo D, Messineo A, Musich M, Palla F, Parolia S, Rizzi A, Rolandi G, Roy Chowdhury S, Sarkar T, Scribano A, Spagnolo P, Tenchini R, Tonelli G, Turini N, Venturi A, Verdini PG, Barria P, Campana M, Cavallari F, Cunqueiro Mendez L, Del Re D, Di Marco E, Diemoz M, Errico F, Longo E, Meridiani P, Mijuskovic J, Organtini G, Pandolfi F, Paramatti R, Quaranta C, Rahatlou S, Rovelli C, Santanastasio F, Soffi L, Tramontano R, Amapane N, Arcidiacono R, Argiro S, Arneodo M, Bartosik N, Bellan R, Bellora A, Biino C, Cartiglia N, Costa M, Covarelli R, Demaria N, Finco L, Grippo M, Kiani B, Legger F, Luongo F, Mariotti C, Maselli S, Mecca A, Migliore E, Monteno M, Mulargia R, Obertino MM, Ortona G, Pacher L, Pastrone N, Pelliccioni M, Ruspa M, Siviero F, Sola V, Solano A, Soldi D, Staiano A, Tarricone C, Tornago M, Trocino D, Umoret G, Vagnerini A, Vlasov E, Belforte S, Candelise V, Casarsa M, Cossutti F, De Leo K, Della Ricca G, Dogra S, Hong J, Huh C, Kim B, Kim DH, Kim J, Lee H, Lee J, Lee SW, Moon CS, Oh YD, Pak SI, Ryu MS, Sekmen S, Yang YC, Bak G, Gwak P, Kim H, Moon DH, Asilar E, Kim D, Kim TJ, Merlin JA, Park J, Choi S, Han S, Hong B, Lee K, Lee KS, Park J, Park SK, Yoo J, Goh J, Kim HS, Kim Y, Lee S, Almond J, Bhyun JH, Choi J, Jeon S, Jun W, Kim J, Kim JS, Ko S, Kwon H, Lee H, Lee J, Lee S, Oh BH, Oh SB, Seo H, Yang UK, Yoon I, Jang W, Kang DY, Kang Y, Kim S, Ko B, Lee JSH, Lee Y, Park IC, Roh Y, Watson IJ, Yang S, Ha S, Yoo HD, Choi M, Kim MR, Lee H, Lee Y, Yu I, Beyrouthy T, Maghrbi Y, Dreimanis K, Gaile A, Pikurs G, Potrebko A, Seidel M, Veckalns V, Strautnieks NR, Ambrozas M, Juodagalvis A, Rinkevicius A, Tamulaitis G, Bin Norjoharuddeen N, Yusuff I, Zolkapli Z, Benitez JF, Castaneda Hernandez A, Encinas Acosta HA, Gallegos Maríñez LG, León Coello M, Murillo Quijada JA, Sehrawat A, Valencia Palomo L, Ayala G, Castilla-Valdez H, De La Cruz-Burelo E, Heredia-De La Cruz I, Lopez-Fernandez R, Mondragon Herrera CA, Perez Navarro DA, Sánchez Hernández A, Oropeza Barrera C, Ramírez García M, Bautista I, Pedraza I, Salazar Ibarguen HA, Uribe Estrada C, Bubanja I, Raicevic N, Butler PH, Ahmad A, Asghar MI, Awais A, Awan MIM, Hoorani HR, Khan WA, Avati V, Grzanka L, Malawski M, Bialkowska H, Bluj M, Boimska B, Górski M, Kazana M, Szleper M, Zalewski P, Bunkowski K, Doroba K, Kalinowski A, Konecki M, Krolikowski J, Muhammad A, Araujo M, Bastos D, Beirão Da Cruz E Silva C, Boletti A, Bozzo M, Faccioli P, Gallinaro M, Hollar J, Leonardo N, Niknejad T, Pisano M, Seixas J, Varela J, Adzic P, Milenovic P, Dordevic M, Milosevic J, Rekovic V, Aguilar-Benitez M, Alcaraz Maestre J, Barrio Luna M, Bedoya CF, Cepeda M, Cerrada M, Colino N, De La Cruz B, Delgado Peris A, Fernández Del Val D, Fernández Ramos JP, Flix J, Fouz MC, Gonzalez Lopez O, Goy Lopez S, Hernandez JM, Josa MI, León Holgado J, Moran D, Morcillo Perez CM, Navarro Tobar Á, Perez Dengra C, Pérez-Calero Yzquierdo A, Puerta Pelayo J, Redondo I, Redondo Ferrero DD, Romero L, Sánchez Navas S, Urda Gómez L, Vazquez Escobar J, Willmott C, de Trocóniz JF, Alvarez Gonzalez B, Cuevas J, Fernandez Menendez J, Folgueras S, Gonzalez Caballero I, González Fernández JR, Palencia Cortezon E, Ramón Álvarez C, Rodríguez Bouza V, Soto Rodríguez A, Trapote A, Vico Villalba C, Vischia P, Blanco Fernández S, Brochero Cifuentes JA, Cabrillo IJ, Calderon A, Duarte Campderros J, Fernandez M, Fernandez Madrazo C, Gomez G, Lasaosa García C, Martinez Rivero C, Martinez Ruiz Del Arbol P, Matorras F, Matorras Cuevas P, Navarrete Ramos E, Piedra Gomez J, Prieels C, Scodellaro L, Vila I, Vizan Garcia JM, Jayananda MK, Kailasapathy B, Sonnadara DUJ, Wickramarathna DDC, Dharmaratna WGD, Liyanage K, Perera N, Wickramage N, Abbaneo D, Amendola C, Auffray E, Auzinger G, Baechler J, Barney D, Bermúdez Martínez A, Bianco M, Bilin B, Bin Anuar AA, Bocci A, Brondolin E, Caillol C, Camporesi T, Cerminara G, Chernyavskaya N, d'Enterria D, Dabrowski A, David A, De Roeck A, Defranchis MM, Deile M, Dobson M, Fallavollita F, Forthomme L, Franzoni G, Funk W, Giani S, Gigi D, Gill K, Glege F, Gouskos L, Haranko M, Hegeman J, Innocente V, James T, Janot P, Kieseler J, Kratochwil N, Laurila S, Lecoq P, Leutgeb E, Lourenço C, Maier B, Malgeri L, Mannelli M, Marini AC, Meijers F, Mersi S, Meschi E, Milosevic V, Moortgat F, Mulders M, Orfanelli S, Pantaleo F, Peruzzi M, Petrilli A, Petrucciani G, Pfeiffer A, Pierini M, Piparo D, Qu H, Rabady D, Reales Gutiérrez G, Rovere M, Sakulin H, Scarfi S, Selvaggi M, Sharma A, Shchelina K, Silva P, Sphicas P, Stahl Leiton AG, Steen A, Summers S, Treille D, Tropea P, Tsirou A, Walter D, Wanczyk J, Wozniak KA, Zehetner P, Zejdl P, Zeuner WD, Bevilacqua T, Caminada L, Ebrahimi A, Erdmann W, Horisberger R, Ingram Q, Kaestli HC, Kotlinski D, Lange C, Missiroli M, Noehte L, Rohe T, Aarrestad TK, Androsov K, Backhaus M, Calandri A, Cazzaniga C, Datta K, De Cosa A, Dissertori G, Dittmar M, Donegà M, Eble F, Galli M, Gedia K, Glessgen F, Grab C, Hits D, Lustermann W, Lyon AM, Manzoni RA, Marchegiani M, Marchese L, Martin Perez C, Mascellani A, Nessi-Tedaldi F, Pauss F, Perovic V, Pigazzini S, Ratti MG, Reichmann M, Reissel C, Reitenspiess T, Ristic B, Riti F, Ruini D, Sanz Becerra DA, Seidita R, Steggemann J, Valsecchi D, Wallny R, Amsler C, Bärtschi P, Botta C, Brzhechko D, Canelli MF, Cormier K, De Wit A, Del Burgo R, Heikkilä JK, Huwiler M, Jin W, Jofrehei A, Kilminster B, Leontsinis S, Liechti SP, Macchiolo A, Meiring P, Mikuni VM, Molinatti U, Neutelings I, Reimers A, Robmann P, Sanchez Cruz S, Schweiger K, Senger M, Takahashi Y, Adloff C, Kuo CM, Lin W, Rout PK, Tiwari PC, Yu SS, Ceard L, Chao Y, Chen KF, Chen PS, Chen ZG, Hou WS, Hsu TH, Kao YW, Khurana R, Kole G, Li YY, Lu RS, Paganis E, Psallidas A, Su XF, Thomas-Wilsker J, Wu HY, Yazgan E, Asawatangtrakuldee C, Srimanobhas N, Wachirapusitanand V, Agyel D, Boran F, Demiroglu ZS, Dolek F, Dumanoglu I, Eskut E, Guler Y, Gurpinar Guler E, Isik C, Kara O, Kayis Topaksu A, Kiminsu U, Onengut G, Ozdemir K, Polatoz A, Tali B, Tok UG, Turkcapar S, Uslan E, Zorbakir IS, Ocalan K, Yalvac M, Akgun B, Atakisi IO, Gülmez E, Kaya M, Kaya O, Tekten S, Cakir A, Cankocak K, Komurcu Y, Sen S, Aydilek O, Cerci S, Epshteyn V, Hacisahinoglu B, Hos I, Isildak B, Kaynak B, Ozkorucuklu S, Sert H, Simsek C, Sunar Cerci D, Zorbilmez C, Boyaryntsev A, Grynyov B, Levchuk L, Anthony D, Brooke JJ, Bundock A, Bury F, Clement E, Cussans D, Flacher H, Glowacki M, Goldstein J, Heath HF, Kreczko L, Krikler B, Paramesvaran S, Seif El Nasr-Storey S, Smith VJ, Stylianou N, Walkingshaw Pass K, White R, Ball AH, Bell KW, Belyaev A, Brew C, Brown RM, Cockerill DJA, Cooke C, Ellis KV, Harder K, Harper S, Holmberg ML, Jain S, Linacre J, Manolopoulos K, Newbold DM, Olaiya E, Petyt D, Reis T, Salvi G, Schuh T, Shepherd-Themistocleous CH, Tomalin IR, Williams T, Bainbridge R, Bloch P, Brown CE, Buchmuller O, Cacchio V, Carrillo Montoya CA, Chahal GS, Colling D, Dancu JS, Dauncey P, Davies G, Davies J, Della Negra M, Fayer S, Fedi G, Hall G, Hassanshahi MH, Howard A, Iles G, Knight M, Langford J, Lyons L, Magnan AM, Malik S, Martelli A, Mieskolainen M, Nash J, Pesaresi M, Radburn-Smith BC, Richards A, Rose A, Seez C, Shukla R, Tapper A, Uchida K, Uttley GP, Vage LH, Virdee T, Vojinovic M, Wardle N, Winterbottom D, Coldham K, Cole JE, Khan A, Kyberd P, Reid ID, Abdullin S, Brinkerhoff A, Caraway B, Dittmann J, Hatakeyama K, Hiltbrand J, Kanuganti AR, McMaster B, Saunders M, Sawant S, Sutantawibul C, Toms M, Wilson J, Bartek R, Dominguez A, Huerta Escamilla C, Simsek AE, Uniyal R, Vargas Hernandez AM, Chudasama R, Cooper SI, Gleyzer SV, Perez CU, Rumerio P, Usai E, West C, Yi R, Akpinar A, Albert A, Arcaro D, Cosby C, Demiragli Z, Erice C, Fontanesi E, Gastler D, Rohlf J, Salyer K, Sperka D, Spitzbart D, Suarez I, Tsatsos A, Yuan S, Benelli G, Coubez X, Cutts D, Hadley M, Heintz U, Hogan JM, Kwon T, Landsberg G, Lau KT, Li D, Luo J, Mondal S, Narain M, Pervan N, Sagir S, Simpson F, Wong WY, Yan X, Zhang W, Abbott S, Bonilla J, Brainerd C, Breedon R, Calderon De La Barca Sanchez M, Chertok M, Citron M, Conway J, Cox PT, Erbacher R, Haza G, Jensen F, Kukral O, Mocellin G, Mulhearn M, Pellett D, Regnery B, Wei W, Yao Y, Zhang F, Bachtis M, Cousins R, Datta A, Hauser J, Ignatenko M, Iqbal MA, Lam T, Manca E, Nash WA, Saltzberg D, Stone B, Valuev V, Clare R, Gordon M, Hanson G, Si W, Wimpenny S, Branson JG, Cittolin S, Cooperstein S, Diaz D, Duarte J, Gerosa R, Giannini L, Guiang J, Kansal R, Krutelyov V, Lee R, Letts J, Masciovecchio M, Mokhtar F, Pieri M, Quinnan M, Sathia Narayanan BV, Sharma V, Tadel M, Vourliotis E, Würthwein F, Xiang Y, Yagil A, Brennan L, Campagnari C, Collura G, Dorsett A, Incandela J, Kilpatrick M, Kim J, Li AJ, Masterson P, Mei H, Oshiro M, Richman J, Sarica U, Schmitz R, Setti F, Sheplock J, Stuart D, Wang S, Bornheim A, Cerri O, Latorre A, Lawhorn JM, Mao J, Newman HB, Nguyen TQ, Spiropulu M, Vlimant JR, Wang C, Xie S, Zhu RY, Alison J, An S, Andrews MB, Bryant P, Dutta V, Ferguson T, Harilal A, Liu C, Mudholkar T, Murthy S, Paulini M, Roberts A, Sanchez A, Terrill W, Cumalat JP, Ford WT, Hassani A, Karathanasis G, MacDonald E, Manganelli N, Marini F, Perloff A, Savard C, Schonbeck N, Stenson K, Ulmer KA, Wagner SR, Zipper N, Alexander J, Bright-Thonney S, Chen X, Cranshaw DJ, Fan J, Fan X, Gadkari D, Hogan S, Monroy J, Patterson JR, Reichert J, Reid M, Ryd A, Thom J, Wittich P, Zou R, Albrow M, Alyari M, Amram O, Apollinari G, Apresyan A, Bauerdick LAT, Berry D, Berryhill J, Bhat PC, Burkett K, Butler JN, Canepa A, Cerati GB, Cheung HWK, Chlebana F, Cummings G, Dickinson J, Dutta I, Elvira VD, Feng Y, Freeman J, Gandrakota A, Gecse Z, Gray L, Green D, Grünendahl S, Guerrero D, Gutsche O, Harris RM, Heller R, Herwig TC, Hirschauer J, Horyn L, Jayatilaka B, Jindariani S, Johnson M, Joshi U, Klijnsma T, Klima B, Kwok KHM, Lammel S, Lincoln D, Lipton R, Liu T, Madrid C, Maeshima K, Mantilla C, Mason D, McBride P, Merkel P, Mrenna S, Nahn S, Ngadiuba J, Noonan D, Papadimitriou V, Pastika N, Pedro K, Pena C, Ravera F, Reinsvold Hall A, Ristori L, Sexton-Kennedy E, Smith N, Soha A, Spiegel L, Stoynev S, Taylor L, Tkaczyk S, Tran NV, Uplegger L, Vaandering EW, Zoi I, Aruta C, Avery P, Bourilkov D, Cadamuro L, Chang P, Cherepanov V, Field RD, Koenig E, Kolosova M, Konigsberg J, Korytov A, Lo KH, Matchev K, Menendez N, Mitselmakher G, Muthirakalayil Madhu A, Rawal N, Rosenzweig D, Rosenzweig S, Shi K, Wang J, Adams T, Al Kadhim A, Askew A, Bower N, Habibullah R, Hagopian V, Hashmi R, Kim RS, Kim S, Kolberg T, Martinez G, Prosper H, Prova PR, Viazlo O, Wulansatiti M, Yohay R, Zhang J, Alsufyani B, Baarmand MM, Butalla S, Elkafrawy T, Hohlmann M, Kumar Verma R, Rahmani M, Yumiceva F, Adams MR, Bennett C, Cavanaugh R, Dittmer S, Escobar Franco R, Evdokimov O, Gerber CE, Hofman DJ, Lee JH, Lemos DS, Merrit AH, Mills C, Nanda S, Oh G, Ozek B, Pilipovic D, Roy T, Rudrabhatla S, Tonjes MB, Varelas N, Wang X, Ye Z, Yoo J, Alhusseini M, Blend D, Dilsiz K, Emediato L, Karaman G, Köseyan OK, Merlo JP, Mestvirishvili A, Nachtman J, Neogi O, Ogul H, Onel Y, Penzo A, Snyder C, Tiras E, Blumenfeld B, Corcodilos L, Davis J, Gritsan AV, Kang L, Kyriacou S, Maksimovic P, Roguljic M, Roskes J, Sekhar S, Swartz M, Vámi TÁ, Abreu A, Alcerro Alcerro LF, Anguiano J, Baringer P, Bean A, Flowers Z, Grove D, King J, Krintiras G, Lazarovits M, Le Mahieu C, Lindsey C, Marquez J, Minafra N, Murray M, Nickel M, Pitt M, Popescu S, Rogan C, Royon C, Salvatico R, Sanders S, Smith C, Wang Q, Wilson G, Allmond B, Ivanov A, Kaadze K, Kalogeropoulos A, Kim D, Maravin Y, Nam K, Natoli J, Roy D, Sorrentino G, Adams E, Baden A, Baron O, Belloni A, Bethani A, Chen YM, Eno SC, Hadley NJ, Jabeen S, Kellogg RG, Koeth T, Lai Y, Lascio S, Mignerey AC, Nabili S, Palmer C, Papageorgakis C, Paranjpe MM, Wang L, Wong K, Bendavid J, Busza W, Cali IA, Chen Y, D'Alfonso M, Eysermans J, Freer C, Gomez-Ceballos G, Goncharov M, Harris P, Hoang D, Kovalskyi D, Krupa J, Lavezzo L, Lee YJ, Long K, Mironov C, Paus C, Rankin D, Roland C, Roland G, Rothman S, Shi Z, Stephans GSF, Wang J, Wang Z, Wyslouch B, Yang TJ, Crossman B, Joshi BM, Kapsiak C, Krohn M, Mahon D, Mans J, Pandey S, Revering M, Rusack R, Saradhy R, Schroeder N, Strobbe N, Wadud MA, Cremaldi LM, Bloom K, Bryson M, Claes DR, Fangmeier C, Golf F, Hossain J, Joo C, Kravchenko I, Reed I, Siado JE, Snow GR, Tabb W, Wightman A, Yan F, Yu D, Zecchinelli AG, Agarwal G, Bandyopadhyay H, Hay L, Iashvili I, Kharchilava A, McLean C, Morris M, Nguyen D, Pekkanen J, Rappoccio S, Rejeb Sfar H, Williams A, Alverson G, Barberis E, Haddad Y, Han Y, Krishna A, Li J, Lu M, Madigan G, Marzocchi B, Morse DM, Nguyen V, Orimoto T, Parker A, Skinnari L, Tishelman-Charny A, Wang B, Wood D, Bhattacharya S, Bueghly J, Chen Z, Hahn KA, Liu Y, Miao Y, Monk DG, Schmitt MH, Taliercio A, Velasco M, Band R, Bucci R, Castells S, Cremonesi M, Das A, Goldouzian R, Hildreth M, Ho KW, Hurtado Anampa K, Jessop C, Lannon K, Lawrence J, Loukas N, Lutton L, Mariano J, Marinelli N, Mcalister I, McCauley T, Mcgrady C, Mohrman K, Moore C, Musienko Y, Nelson H, Osherson M, Ruchti R, Townsend A, Wayne M, Yockey H, Zarucki M, Zygala L, Basnet A, Bylsma B, Carrigan M, Durkin LS, Hill C, Joyce M, Lesauvage A, Nunez Ornelas M, Wei K, Winer BL, Yates BR, Addesa FM, Bouchamaoui H, Das P, Dezoort G, Elmer P, Frankenthal A, Greenberg B, Haubrich N, Higginbotham S, Kopp G, Kwan S, Lange D, Loeliger A, Marlow D, Ojalvo I, Olsen J, Stickland D, Tully C, Malik S, Bakshi AS, Barnes VE, Chandra S, Chawla R, Das S, Gu A, Gutay L, Jones M, Jung AW, Kondratyev D, Koshy AM, Liu M, Negro G, Neumeister N, Paspalaki G, Piperov S, Purohit A, Schulte JF, Stojanovic M, Thieman J, Virdi AK, Wang F, Xie W, Dolen J, Parashar N, Pathak A, Acosta D, Baty A, Carnahan T, Dildick S, Ecklund KM, Fernández Manteca PJ, Freed S, Gardner P, Geurts FJM, Kumar A, Li W, Miguel Colin O, Padley BP, Redjimi R, Rotter J, Yigitbasi E, Zhang Y, Bodek A, de Barbaro P, Demina R, Dulemba JL, Fallon C, Garcia-Bellido A, Hindrichs O, Khukhunaishvili A, Parygin P, Popova E, Taus R, Van Onsem GP, Goulianos K, Chiarito B, Chou JP, Gershtein Y, Halkiadakis E, Hart A, Heindl M, Jaroslawski D, Karacheban O, Laflotte I, Lath A, Montalvo R, Nash K, Routray H, Salur S, Schnetzer S, Somalwar S, Stone R, Thayil SA, Thomas S, Vora J, Wang H, Acharya H, Ally D, Delannoy AG, Fiorendi S, Holmes T, Karunarathna N, Lee L, Nibigira E, Spanier S, Aebi D, Ahmad M, Bouhali O, Dalchenko M, Eusebi R, Gilmore J, Huang T, Kamon T, Kim H, Luo S, Malhotra S, Mueller R, Overton D, Rathjens D, Safonov A, Akchurin N, Damgov J, Hegde V, Hussain A, Kazhykarim Y, Lamichhane K, Lee SW, Mankel A, Mengke T, Muthumuni S, Peltola T, Volobouev I, Whitbeck A, Appelt E, Greene S, Gurrola A, Johns W, Kunnawalkam Elayavalli R, Melo A, Romeo F, Sheldon P, Tuo S, Velkovska J, Viinikainen J, Cardwell B, Cox B, Hakala J, Hirosky R, Ledovskoy A, Li A, Neu C, Perez Lara CE, Karchin PE, Aravind A, Banerjee S, Black K, Bose T, Dasu S, De Bruyn I, Everaerts P, Galloni C, He H, Herndon M, Herve A, Koraka CK, Lanaro A, Loveless R, Madhusudanan Sreekala J, Mallampalli A, Mohammadi A, Mondal S, Parida G, Pinna D, Savin A, Shang V, Sharma V, Smith WH, Teague D, Tsoi HF, Vetens W, Warden A, Afanasiev S, Andreev V, Andreev Y, Aushev T, Azarkin M, Babaev A, Belyaev A, Blinov V, Boos E, Borshch V, Budkouski D, Bunichev V, Chekhovsky V, Chistov R, Danilov M, Dermenev A, Dimova T, Druzhkin D, Dubinin M, Dudko L, Ershov A, Gavrilov G, Gavrilov V, Gninenko S, Golovtcov V, Golubev N, Golutvin I, Gorbunov I, Gribushin A, Ivanov Y, Kachanov V, Kardapoltsev L, Karjavine V, Karneyeu A, Kim V, Kirakosyan M, Kirpichnikov D, Kirsanov M, Klyukhin V, Kodolova O, Konstantinov D, Korenkov V, Kozyrev A, Krasnikov N, Lanev A, Levchenko P, Lychkovskaya N, Makarenko V, Malakhov A, Matveev V, Murzin V, Nikitenko A, Obraztsov S, Oreshkin V, Palichik V, Perelygin V, Perfilov M, Polikarpov S, Popov V, Radchenko O, Savina M, Savrin V, Selivanova D, Shalaev V, Shmatov S, Shulha S, Skovpen Y, Slabospitskii S, Smirnov V, Snigirev A, Sosnov D, Sulimov V, Tcherniaev E, Terkulov A, Teryaev O, Tlisova I, Toropin A, Uvarov L, Uzunian A, Vorobyev A, Voytishin N, Yuldashev BS, Zarubin A, Zhizhin I, Zhokin A. Search for Inelastic Dark Matter in Events with Two Displaced Muons and Missing Transverse Momentum in Proton-Proton Collisions at sqrt[s]=13 TeV. Phys Rev Lett 2024; 132:041802. [PMID: 38335361 DOI: 10.1103/physrevlett.132.041802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Revised: 09/24/2023] [Accepted: 11/29/2023] [Indexed: 02/12/2024]
Abstract
A search for dark matter in events with a displaced nonresonant muon pair and missing transverse momentum is presented. The analysis is performed using an integrated luminosity of 138 fb^{-1} of proton-proton (pp) collision data at a center-of-mass energy of 13 TeV produced by the LHC in 2016-2018. No significant excess over the predicted backgrounds is observed. Upper limits are set on the product of the inelastic dark matter production cross section σ(pp→A^{'}→χ_{1}χ_{2}) and the decay branching fraction B(χ_{2}→χ_{1}μ^{+}μ^{-}), where A^{'} is a dark photon and χ_{1} and χ_{2} are states in the dark sector with near mass degeneracy. This is the first dedicated collider search for inelastic dark matter.
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Affiliation(s)
| | - A Tumasyan
- Yerevan Physics Institute, Yerevan, Armenia
| | - W Adam
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - T Bergauer
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - K Damanakis
- Institut für Hochenergiephysik, Vienna, Austria
| | | | | | - P S Hussain
- Institut für Hochenergiephysik, Vienna, Austria
| | - M Jeitler
- Institut für Hochenergiephysik, Vienna, Austria
| | - N Krammer
- Institut für Hochenergiephysik, Vienna, Austria
| | - D Liko
- Institut für Hochenergiephysik, Vienna, Austria
| | - I Mikulec
- Institut für Hochenergiephysik, Vienna, Austria
| | - J Schieck
- Institut für Hochenergiephysik, Vienna, Austria
| | - R Schöfbeck
- Institut für Hochenergiephysik, Vienna, Austria
| | - D Schwarz
- Institut für Hochenergiephysik, Vienna, Austria
| | - M Sonawane
- Institut für Hochenergiephysik, Vienna, Austria
| | - S Templ
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - C-E Wulz
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - T Janssen
- Universiteit Antwerpen, Antwerpen, Belgium
| | | | - E S Bols
- Vrije Universiteit Brussel, Brussel, Belgium
| | - J D'Hondt
- Vrije Universiteit Brussel, Brussel, Belgium
| | - S Dansana
- Vrije Universiteit Brussel, Brussel, Belgium
| | - A De Moor
- Vrije Universiteit Brussel, Brussel, Belgium
| | - M Delcourt
- Vrije Universiteit Brussel, Brussel, Belgium
| | - H El Faham
- Vrije Universiteit Brussel, Brussel, Belgium
| | - S Lowette
- Vrije Universiteit Brussel, Brussel, Belgium
| | - I Makarenko
- Vrije Universiteit Brussel, Brussel, Belgium
| | - A Morton
- Vrije Universiteit Brussel, Brussel, Belgium
| | - D Müller
- Vrije Universiteit Brussel, Brussel, Belgium
| | | | - S Tavernier
- Vrije Universiteit Brussel, Brussel, Belgium
| | - M Tytgat
- Vrije Universiteit Brussel, Brussel, Belgium
| | - S Van Putte
- Vrije Universiteit Brussel, Brussel, Belgium
| | - D Vannerom
- Vrije Universiteit Brussel, Brussel, Belgium
| | - B Clerbaux
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - L Favart
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - D Hohov
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - J Jaramillo
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - K Lee
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - A Malara
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - S Paredes
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - L Pétré
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - N Postiau
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - L Thomas
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | | | - P Vanlaer
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - D Dobur
- Ghent University, Ghent, Belgium
| | - J Knolle
- Ghent University, Ghent, Belgium
| | | | | | - C Rendón
- Ghent University, Ghent, Belgium
| | | | | | | | | | - A Benecke
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - G Bruno
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - C Caputo
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - C Delaere
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - I S Donertas
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - A Giammanco
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - K Jaffel
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - Sa Jain
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - V Lemaitre
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - J Lidrych
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - P Mastrapasqua
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - K Mondal
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - T T Tran
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - S Wertz
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - G A Alves
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - E Coelho
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - C Hensel
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | | | - A Moraes
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - P Rebello Teles
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - M Soeiro
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - W L Aldá Júnior
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | | | - W Carvalho
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - J Chinellato
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - E M Da Costa
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - G G Da Silveira
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | - J Martins
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - C Mora Herrera
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - K Mota Amarilo
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - L Mundim
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - H Nogima
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - A Santoro
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - A Sznajder
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - M Thiel
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - A Vilela Pereira
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - C A Bernardes
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - L Calligaris
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | | | - E M Gregores
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - P G Mercadante
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - S F Novaes
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - B Orzari
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - Sandra S Padula
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - A Aleksandrov
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - G Antchev
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - R Hadjiiska
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - P Iaydjiev
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - M Misheva
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - M Shopova
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - G Sultanov
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | | | - T Ivanov
- University of Sofia, Sofia, Bulgaria
| | - L Litov
- University of Sofia, Sofia, Bulgaria
| | - B Pavlov
- University of Sofia, Sofia, Bulgaria
| | - P Petkov
- University of Sofia, Sofia, Bulgaria
| | - A Petrov
- University of Sofia, Sofia, Bulgaria
| | - E Shumka
- University of Sofia, Sofia, Bulgaria
| | - S Keshri
- Instituto De Alta Investigación, Universidad de Tarapacá, Casilla 7 D, Arica, Chile
| | - S Thakur
- Instituto De Alta Investigación, Universidad de Tarapacá, Casilla 7 D, Arica, Chile
| | - T Cheng
- Beihang University, Beijing, China
| | - Q Guo
- Beihang University, Beijing, China
| | - T Javaid
- Beihang University, Beijing, China
| | - M Mittal
- Beihang University, Beijing, China
| | - L Yuan
- Beihang University, Beijing, China
| | - G Bauer
- Department of Physics, Tsinghua University, Beijing, China
| | - Z Hu
- Department of Physics, Tsinghua University, Beijing, China
| | - K Yi
- Department of Physics, Tsinghua University, Beijing, China
| | - G M Chen
- Institute of High Energy Physics, Beijing, China
| | - H S Chen
- Institute of High Energy Physics, Beijing, China
| | - M Chen
- Institute of High Energy Physics, Beijing, China
| | - F Iemmi
- Institute of High Energy Physics, Beijing, China
| | - C H Jiang
- Institute of High Energy Physics, Beijing, China
| | - A Kapoor
- Institute of High Energy Physics, Beijing, China
| | - H Liao
- Institute of High Energy Physics, Beijing, China
| | - Z-A Liu
- Institute of High Energy Physics, Beijing, China
| | - F Monti
- Institute of High Energy Physics, Beijing, China
| | - R Sharma
- Institute of High Energy Physics, Beijing, China
| | - J N Song
- Institute of High Energy Physics, Beijing, China
| | - J Tao
- Institute of High Energy Physics, Beijing, China
| | - J Wang
- Institute of High Energy Physics, Beijing, China
| | - H Zhang
- Institute of High Energy Physics, Beijing, China
| | - A Agapitos
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Y Ban
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - A Levin
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - C Li
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Q Li
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - X Lyu
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Y Mao
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - S J Qian
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - X Sun
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - D Wang
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - H Yang
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - C Zhou
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Z You
- Sun Yat-Sen University, Guangzhou, China
| | - N Lu
- University of Science and Technology of China, Hefei, China
| | - X Gao
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE) - Fudan University, Shanghai, China
| | - D Leggat
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE) - Fudan University, Shanghai, China
| | - H Okawa
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE) - Fudan University, Shanghai, China
| | - Y Zhang
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE) - Fudan University, Shanghai, China
| | - Z Lin
- Zhejiang University, Hangzhou, Zhejiang, China
| | - C Lu
- Zhejiang University, Hangzhou, Zhejiang, China
| | - M Xiao
- Zhejiang University, Hangzhou, Zhejiang, China
| | - C Avila
- Universidad de Los Andes, Bogota, Colombia
| | | | - A Cabrera
- Universidad de Los Andes, Bogota, Colombia
| | - C Florez
- Universidad de Los Andes, Bogota, Colombia
| | - J Fraga
- Universidad de Los Andes, Bogota, Colombia
| | | | | | - F Ramirez
- Universidad de Antioquia, Medellin, Colombia
| | - M Rodriguez
- Universidad de Antioquia, Medellin, Colombia
| | | | - D Giljanovic
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - N Godinovic
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - D Lelas
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - A Sculac
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - M Kovac
- University of Split, Faculty of Science, Split, Croatia
| | - T Sculac
- University of Split, Faculty of Science, Split, Croatia
| | - P Bargassa
- Institute Rudjer Boskovic, Zagreb, Croatia
| | | | | | - D Ferencek
- Institute Rudjer Boskovic, Zagreb, Croatia
| | - S Mishra
- Institute Rudjer Boskovic, Zagreb, Croatia
| | | | - T Susa
- Institute Rudjer Boskovic, Zagreb, Croatia
| | - A Attikis
- University of Cyprus, Nicosia, Cyprus
| | | | | | - J Mousa
- University of Cyprus, Nicosia, Cyprus
| | | | - F Ptochos
- University of Cyprus, Nicosia, Cyprus
| | - P A Razis
- University of Cyprus, Nicosia, Cyprus
| | | | - H Saka
- University of Cyprus, Nicosia, Cyprus
| | | | - M Finger
- Charles University, Prague, Czech Republic
| | - M Finger
- Charles University, Prague, Czech Republic
| | - A Kveton
- Charles University, Prague, Czech Republic
| | - E Ayala
- Escuela Politecnica Nacional, Quito, Ecuador
| | | | - Y Assran
- Academy of Scientific Research and Technology of the Arab Republic of Egypt, Egyptian Network of High Energy Physics, Cairo, Egypt
| | - S Elgammal
- Academy of Scientific Research and Technology of the Arab Republic of Egypt, Egyptian Network of High Energy Physics, Cairo, Egypt
| | | | - M A Mahmoud
- Center for High Energy Physics (CHEP-FU), Fayoum University, El-Fayoum, Egypt
| | - R K Dewanjee
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - K Ehataht
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - M Kadastik
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - T Lange
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - S Nandan
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - C Nielsen
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - J Pata
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - M Raidal
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - L Tani
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - C Veelken
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - H Kirschenmann
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - K Osterberg
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - M Voutilainen
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - S Bharthuar
- Helsinki Institute of Physics, Helsinki, Finland
| | - E Brücken
- Helsinki Institute of Physics, Helsinki, Finland
| | - F Garcia
- Helsinki Institute of Physics, Helsinki, Finland
| | - J Havukainen
- Helsinki Institute of Physics, Helsinki, Finland
| | | | - M S Kim
- Helsinki Institute of Physics, Helsinki, Finland
| | - R Kinnunen
- Helsinki Institute of Physics, Helsinki, Finland
| | - T Lampén
- Helsinki Institute of Physics, Helsinki, Finland
| | | | - S Lehti
- Helsinki Institute of Physics, Helsinki, Finland
| | - T Lindén
- Helsinki Institute of Physics, Helsinki, Finland
| | - M Lotti
- Helsinki Institute of Physics, Helsinki, Finland
| | | | - M Myllymäki
- Helsinki Institute of Physics, Helsinki, Finland
| | - M M Rantanen
- Helsinki Institute of Physics, Helsinki, Finland
| | - H Siikonen
- Helsinki Institute of Physics, Helsinki, Finland
| | - E Tuominen
- Helsinki Institute of Physics, Helsinki, Finland
| | - J Tuominiemi
- Helsinki Institute of Physics, Helsinki, Finland
| | - P Luukka
- Lappeenranta-Lahti University of Technology, Lappeenranta, Finland
| | - H Petrow
- Lappeenranta-Lahti University of Technology, Lappeenranta, Finland
| | - T Tuuva
- Lappeenranta-Lahti University of Technology, Lappeenranta, Finland
| | - M Besancon
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - F Couderc
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - M Dejardin
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - D Denegri
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - J L Faure
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - F Ferri
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - S Ganjour
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - P Gras
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | | | - V Lohezic
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - J Malcles
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - J Rander
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - A Rosowsky
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - M Ö Sahin
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | | | - P Simkina
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - M Titov
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - C Baldenegro Barrera
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - F Beaudette
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Buchot Perraguin
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - P Busson
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Cappati
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - C Charlot
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - F Damas
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - O Davignon
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - G Falmagne
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - B A Fontana Santos Alves
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - S Ghosh
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Gilbert
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - R Granier de Cassagnac
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Hakimi
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - B Harikrishnan
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - L Kalipoliti
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - G Liu
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - J Motta
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - M Nguyen
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - C Ochando
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - L Portales
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - R Salerno
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - U Sarkar
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - J B Sauvan
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - Y Sirois
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Tarabini
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - E Vernazza
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Zabi
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Zghiche
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - J-L Agram
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - J Andrea
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - D Apparu
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - D Bloch
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - J-M Brom
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - E C Chabert
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - C Collard
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - S Falke
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - U Goerlach
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - C Grimault
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - R Haeberle
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - A-C Le Bihan
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - M A Sessini
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - P Van Hove
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - S Beauceron
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - B Blancon
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - G Boudoul
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - N Chanon
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - J Choi
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - D Contardo
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - P Depasse
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - C Dozen
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - H El Mamouni
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - J Fay
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - S Gascon
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - M Gouzevitch
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - C Greenberg
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - G Grenier
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - B Ille
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - I B Laktineh
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - M Lethuillier
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - L Mirabito
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - S Perries
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - M Vander Donckt
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - P Verdier
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - J Xiao
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - D Chokheli
- Georgian Technical University, Tbilisi, Georgia
| | - I Lomidze
- Georgian Technical University, Tbilisi, Georgia
| | | | - V Botta
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - L Feld
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - K Klein
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - M Lipinski
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - D Meuser
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - A Pauls
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - N Röwert
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - M Teroerde
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - S Diekmann
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Dodonova
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - N Eich
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - D Eliseev
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Engelke
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - M Erdmann
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - P Fackeldey
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - B Fischer
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - T Hebbeker
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - K Hoepfner
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Ivone
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Jung
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - M Y Lee
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - L Mastrolorenzo
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - M Merschmeyer
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Meyer
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S Mukherjee
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - D Noll
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Novak
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Nowotny
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Pozdnyakov
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - Y Rath
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - W Redjeb
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Rehm
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - H Reithler
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - V Sarkisovi
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Schmidt
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S C Schuler
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Sharma
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Stein
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | | | - L Vigilante
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S Wiedenbeck
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S Zaleski
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - C Dziwok
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - G Flügge
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - W Haj Ahmad
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - T Kress
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - A Nowack
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - O Pooth
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - A Stahl
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - T Ziemons
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - A Zotz
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | | | | | - J Alimena
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Amoroso
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y An
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Baxter
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Bayatmakou
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - O Behnke
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Belvedere
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - F Blekman
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - K Borras
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Brunner
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Campbell
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Cardini
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - C Cheng
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - F Colombina
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | - M De Silva
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - G Eckerlin
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Eckstein
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - O Filatov
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - E Gallo
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Geiser
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Giraldi
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - G Greau
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - V Guglielmi
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Guthoff
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Hinzmann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Jafari
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - L Jeppe
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - N Z Jomhari
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - B Kaech
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Kasemann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - H Kaveh
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - C Kleinwort
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - R Kogler
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Komm
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Krücker
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - W Lange
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - K Lipka
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - W Lohmann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - R Mankel
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | - J Metwally
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A B Meyer
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - G Milella
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Mormile
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Mussgiller
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Nürnberg
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y Otarid
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Pérez Adán
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - E Ranken
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Raspereza
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - J Rübenach
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Saggio
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Scham
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - V Scheurer
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Schnake
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - P Schütze
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | | | | | - D Stafford
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - F Vazzoler
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - R Walsh
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Q Wang
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y Wen
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - K Wichmann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - L Wiens
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - C Wissing
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Wuchterl
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y Yang
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | | | | | - S Bein
- University of Hamburg, Hamburg, Germany
| | - L Benato
- University of Hamburg, Hamburg, Germany
| | | | - P Connor
- University of Hamburg, Hamburg, Germany
| | - M Eich
- University of Hamburg, Hamburg, Germany
| | | | - Y Fischer
- University of Hamburg, Hamburg, Germany
| | | | - C Garbers
- University of Hamburg, Hamburg, Germany
| | - E Garutti
- University of Hamburg, Hamburg, Germany
| | | | | | - J Haller
- University of Hamburg, Hamburg, Germany
| | | | | | - P Keicher
- University of Hamburg, Hamburg, Germany
| | - R Klanner
- University of Hamburg, Hamburg, Germany
| | - W Korcari
- University of Hamburg, Hamburg, Germany
| | - T Kramer
- University of Hamburg, Hamburg, Germany
| | - V Kutzner
- University of Hamburg, Hamburg, Germany
| | - F Labe
- University of Hamburg, Hamburg, Germany
| | - J Lange
- University of Hamburg, Hamburg, Germany
| | - A Lobanov
- University of Hamburg, Hamburg, Germany
| | | | - A Mehta
- University of Hamburg, Hamburg, Germany
| | | | | | | | - Y Nissan
- University of Hamburg, Hamburg, Germany
| | - A Paasch
- University of Hamburg, Hamburg, Germany
| | | | | | - B Raciti
- University of Hamburg, Hamburg, Germany
| | - M Rieger
- University of Hamburg, Hamburg, Germany
| | - D Savoiu
- University of Hamburg, Hamburg, Germany
| | | | | | | | | | | | - H Stadie
- University of Hamburg, Hamburg, Germany
| | | | - A Tews
- University of Hamburg, Hamburg, Germany
| | - M Wolf
- University of Hamburg, Hamburg, Germany
| | - S Brommer
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Burkart
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - E Butz
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - T Chwalek
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Dierlamm
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Droll
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - N Faltermann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Giffels
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Gottmann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - F Hartmann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Horzela
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - U Husemann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Klute
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Koppenhöfer
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Link
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Lintuluoto
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Maier
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Mitra
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - Th Müller
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Neukum
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Oh
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - G Quast
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - K Rabbertz
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - I Shvetsov
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - H J Simonis
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - N Trevisani
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Ulrich
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | | | - R F Von Cube
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Wassmer
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Wieland
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - F Wittig
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Wolf
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Wunsch
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - X Zuo
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - G Anagnostou
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - P Assiouras
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - G Daskalakis
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - A Kyriakis
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - A Papadopoulos
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - A Stakia
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - D Karasavvas
- National and Kapodistrian University of Athens, Athens, Greece
| | - P Kontaxakis
- National and Kapodistrian University of Athens, Athens, Greece
| | - G Melachroinos
- National and Kapodistrian University of Athens, Athens, Greece
| | - A Panagiotou
- National and Kapodistrian University of Athens, Athens, Greece
| | - I Papavergou
- National and Kapodistrian University of Athens, Athens, Greece
| | - I Paraskevas
- National and Kapodistrian University of Athens, Athens, Greece
| | - N Saoulidou
- National and Kapodistrian University of Athens, Athens, Greece
| | - K Theofilatos
- National and Kapodistrian University of Athens, Athens, Greece
| | - E Tziaferi
- National and Kapodistrian University of Athens, Athens, Greece
| | - K Vellidis
- National and Kapodistrian University of Athens, Athens, Greece
| | - I Zisopoulos
- National and Kapodistrian University of Athens, Athens, Greece
| | - G Bakas
- National Technical University of Athens, Athens, Greece
| | | | - G Karapostoli
- National Technical University of Athens, Athens, Greece
| | - K Kousouris
- National Technical University of Athens, Athens, Greece
| | | | - E Siamarkou
- National Technical University of Athens, Athens, Greece
| | - G Tsipolitis
- National Technical University of Athens, Athens, Greece
| | | | - K Adamidis
- University of Ioánnina, Ioánnina, Greece
| | | | | | - C Foudas
- University of Ioánnina, Ioánnina, Greece
| | | | | | | | - P Kokkas
- University of Ioánnina, Ioánnina, Greece
| | | | - N Manthos
- University of Ioánnina, Ioánnina, Greece
| | | | | | - M Csanád
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - K Farkas
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - M M A Gadallah
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - Á Kadlecsik
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - P Major
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - K Mandal
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - G Pásztor
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - A J Rádl
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - O Surányi
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - G I Veres
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - M Bartók
- Wigner Research Centre for Physics, Budapest, Hungary
| | - C Hajdu
- Wigner Research Centre for Physics, Budapest, Hungary
| | - D Horvath
- Wigner Research Centre for Physics, Budapest, Hungary
| | - F Sikler
- Wigner Research Centre for Physics, Budapest, Hungary
| | - V Veszpremi
- Wigner Research Centre for Physics, Budapest, Hungary
| | - G Bencze
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - S Czellar
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - J Karancsi
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - J Molnar
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - Z Szillasi
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - P Raics
- Institute of Physics, University of Debrecen, Debrecen, Hungary
| | - B Ujvari
- Institute of Physics, University of Debrecen, Debrecen, Hungary
| | - G Zilizi
- Institute of Physics, University of Debrecen, Debrecen, Hungary
| | - T Csorgo
- Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
| | - F Nemes
- Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
| | - T Novak
- Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
| | - J Babbar
- Panjab University, Chandigarh, India
| | - S Bansal
- Panjab University, Chandigarh, India
| | - S B Beri
- Panjab University, Chandigarh, India
| | | | | | - S Chauhan
- Panjab University, Chandigarh, India
| | - N Dhingra
- Panjab University, Chandigarh, India
| | - R Gupta
- Panjab University, Chandigarh, India
| | - A Kaur
- Panjab University, Chandigarh, India
| | - A Kaur
- Panjab University, Chandigarh, India
| | - H Kaur
- Panjab University, Chandigarh, India
| | - M Kaur
- Panjab University, Chandigarh, India
| | - S Kumar
- Panjab University, Chandigarh, India
| | - P Kumari
- Panjab University, Chandigarh, India
| | - M Meena
- Panjab University, Chandigarh, India
| | - K Sandeep
- Panjab University, Chandigarh, India
| | | | - J B Singh
- Panjab University, Chandigarh, India
| | - A Singla
- Panjab University, Chandigarh, India
| | - A Ahmed
- University of Delhi, Delhi, India
| | | | | | | | - A Kumar
- University of Delhi, Delhi, India
| | | | - K Ranjan
- University of Delhi, Delhi, India
| | - S Saumya
- University of Delhi, Delhi, India
| | - S Baradia
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Barman
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | | | - D Bhowmik
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Dutta
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Dutta
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - B Gomber
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - P Palit
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - G Saha
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - B Sahu
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Sarkar
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - P K Behera
- Indian Institute of Technology Madras, Madras, India
| | - S C Behera
- Indian Institute of Technology Madras, Madras, India
| | - S Chatterjee
- Indian Institute of Technology Madras, Madras, India
| | - P Jana
- Indian Institute of Technology Madras, Madras, India
| | - P Kalbhor
- Indian Institute of Technology Madras, Madras, India
| | | | - D Kumar
- Indian Institute of Technology Madras, Madras, India
| | | | - L Panwar
- Indian Institute of Technology Madras, Madras, India
| | - R Pradhan
- Indian Institute of Technology Madras, Madras, India
| | - P R Pujahari
- Indian Institute of Technology Madras, Madras, India
| | - N R Saha
- Indian Institute of Technology Madras, Madras, India
| | - A Sharma
- Indian Institute of Technology Madras, Madras, India
| | - A K Sikdar
- Indian Institute of Technology Madras, Madras, India
| | - S Verma
- Indian Institute of Technology Madras, Madras, India
| | - T Aziz
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - I Das
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - S Dugad
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - M Kumar
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - G B Mohanty
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - P Suryadevara
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - A Bala
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Banerjee
- Tata Institute of Fundamental Research-B, Mumbai, India
| | | | - M Guchait
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Karmakar
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Kumar
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - G Majumder
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - K Mazumdar
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Mukherjee
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - A Thachayath
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Bahinipati
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - A K Das
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - C Kar
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - D Maity
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - P Mal
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - T Mishra
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - V K Muraleedharan Nair Bindhu
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - K Naskar
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - A Nayak
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - P Sadangi
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - P Saha
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - S K Swain
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - S Varghese
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - D Vats
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - A Alpana
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - S Dube
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - B Kansal
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - A Laha
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - A Rastogi
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - S Sharma
- Indian Institute of Science Education and Research (IISER), Pune, India
| | | | - E Khazaie
- Isfahan University of Technology, Isfahan, Iran
| | - M Zeinali
- Isfahan University of Technology, Isfahan, Iran
| | - S Chenarani
- Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
| | - S M Etesami
- Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
| | - M Khakzad
- Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
| | | | | | - M Abbrescia
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - R Aly
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | | | - D Creanza
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - B D Anzi
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - N De Filippis
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - M De Palma
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - A Di Florio
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - W Elmetenawee
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - L Fiore
- INFN Sezione di Bari, Bari, Italy
| | - G Iaselli
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - G Maggi
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - M Maggi
- INFN Sezione di Bari, Bari, Italy
| | - I Margjeka
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - V Mastrapasqua
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - S My
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - S Nuzzo
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - A Pellecchia
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - A Pompili
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - G Pugliese
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | | | | | - D Ramos
- INFN Sezione di Bari, Bari, Italy
| | | | | | - F M Simone
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | | | | | | | | | - A Zaza
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | | | - C Battilana
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - D Bonacorsi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - R Campanini
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - P Capiluppi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - A Castro
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - M Cuffiani
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - T Diotalevi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - F Fabbri
- INFN Sezione di Bologna, Bologna, Italy
| | - A Fanfani
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - D Fasanella
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - L Giommi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - C Grandi
- INFN Sezione di Bologna, Bologna, Italy
| | - L Guiducci
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - S Lo Meo
- INFN Sezione di Bologna, Bologna, Italy
| | - L Lunerti
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - G Masetti
- INFN Sezione di Bologna, Bologna, Italy
| | - F L Navarria
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - F Primavera
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - A M Rossi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - G P Siroli
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - S Costa
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | | | - R Potenza
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | - A Tricomi
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | - C Tuve
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | | | - G Bardelli
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - B Camaiani
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - A Cassese
- INFN Sezione di Firenze, Firenze, Italy
| | | | - V Ciulli
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | | | - R D'Alessandro
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - E Focardi
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - G Latino
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - P Lenzi
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - M Lizzo
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | | | | | - A Papanastassiou
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | | | - L Viliani
- INFN Sezione di Firenze, Firenze, Italy
| | - L Benussi
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | - S Bianco
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | - S Meola
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | - D Piccolo
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | | | - F Ferro
- INFN Sezione di Genova, Genova, Italy
| | - E Robutti
- INFN Sezione di Genova, Genova, Italy
| | - S Tosi
- INFN Sezione di Genova, Genova, Italy
- Università di Genova, Genova, Italy
| | - A Benaglia
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - G Boldrini
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - F Brivio
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - F Cetorelli
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - F De Guio
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - M E Dinardo
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - P Dini
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - S Gennai
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - A Ghezzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - P Govoni
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - L Guzzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - M T Lucchini
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - M Malberti
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - S Malvezzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - A Massironi
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - D Menasce
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - L Moroni
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - M Paganoni
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - D Pedrini
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | | | - S Ragazzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - N Redaelli
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - T Tabarelli de Fatis
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - D Zuolo
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | | | - A Cagnotta
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - F Carnevali
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - N Cavallo
- INFN Sezione di Napoli, Napoli, Italy
- Università della Basilicata, Potenza, Italy
| | - A De Iorio
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - F Fabozzi
- INFN Sezione di Napoli, Napoli, Italy
- Università della Basilicata, Potenza, Italy
| | - A O M Iorio
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - L Lista
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | | | - B Rossi
- INFN Sezione di Napoli, Napoli, Italy
| | - C Sciacca
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - R Ardino
- INFN Sezione di Padova, Padova, Italy
| | - P Azzi
- INFN Sezione di Padova, Padova, Italy
| | | | | | - A Bragagnolo
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - R Carlin
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | | | - T Dorigo
- INFN Sezione di Padova, Padova, Italy
| | - F Fanzago
- INFN Sezione di Padova, Padova, Italy
| | - U Gasparini
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - F Gonella
- INFN Sezione di Padova, Padova, Italy
| | - G Grosso
- INFN Sezione di Padova, Padova, Italy
| | - L Layer
- INFN Sezione di Padova, Padova, Italy
| | - E Lusiani
- INFN Sezione di Padova, Padova, Italy
| | - M Margoni
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - A T Meneguzzo
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - M Migliorini
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - J Pazzini
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - P Ronchese
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - R Rossin
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - F Simonetto
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - G Strong
- INFN Sezione di Padova, Padova, Italy
| | - M Tosi
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - A Triossi
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - S Ventura
- INFN Sezione di Padova, Padova, Italy
| | - H Yarar
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - M Zanetti
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - P Zotto
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - A Zucchetta
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - G Zumerle
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | | | - C Aimè
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | | | - S Calzaferri
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - D Fiorina
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - P Montagna
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - V Re
- INFN Sezione di Pavia, Pavia, Italy
| | - C Riccardi
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | | | - I Vai
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - P Vitulo
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - S Ajmal
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - P Asenov
- INFN Sezione di Perugia, Perugia, Italy
| | - G M Bilei
- INFN Sezione di Perugia, Perugia, Italy
| | - D Ciangottini
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - L Fanò
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - M Magherini
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - G Mantovani
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - V Mariani
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | | | | | - A Piccinelli
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - M Presilla
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - A Rossi
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - A Santocchia
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - D Spiga
- INFN Sezione di Perugia, Perugia, Italy
| | - T Tedeschi
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | | | | | | | - L Bianchini
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | | | | | - D Bruschini
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | | | - M A Ciocci
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - M Cipriani
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - V D'Amante
- INFN Sezione di Pisa, Pisa, Italy
- Università di Siena, Siena, Italy
| | | | - S Donato
- INFN Sezione di Pisa, Pisa, Italy
| | - A Giassi
- INFN Sezione di Pisa, Pisa, Italy
| | - F Ligabue
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | | | - A Messineo
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - M Musich
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - F Palla
- INFN Sezione di Pisa, Pisa, Italy
| | | | - A Rizzi
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - G Rolandi
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | | | - T Sarkar
- INFN Sezione di Pisa, Pisa, Italy
| | | | | | - R Tenchini
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - G Tonelli
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - N Turini
- INFN Sezione di Pisa, Pisa, Italy
- Università di Siena, Siena, Italy
| | | | | | - P Barria
- INFN Sezione di Roma, Roma, Italy
| | - M Campana
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - L Cunqueiro Mendez
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - D Del Re
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - M Diemoz
- INFN Sezione di Roma, Roma, Italy
| | - F Errico
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - E Longo
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - J Mijuskovic
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - G Organtini
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - R Paramatti
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - C Quaranta
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - S Rahatlou
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - F Santanastasio
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - L Soffi
- INFN Sezione di Roma, Roma, Italy
| | - R Tramontano
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - N Amapane
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - R Arcidiacono
- INFN Sezione di Torino, Torino, Italy
- Università del Piemonte Orientale, Novara, Italy
| | - S Argiro
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - M Arneodo
- INFN Sezione di Torino, Torino, Italy
- Università del Piemonte Orientale, Novara, Italy
| | | | - R Bellan
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - A Bellora
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - C Biino
- INFN Sezione di Torino, Torino, Italy
| | | | - M Costa
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - R Covarelli
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - N Demaria
- INFN Sezione di Torino, Torino, Italy
| | - L Finco
- INFN Sezione di Torino, Torino, Italy
| | - M Grippo
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - B Kiani
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - F Legger
- INFN Sezione di Torino, Torino, Italy
| | - F Luongo
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | | | - S Maselli
- INFN Sezione di Torino, Torino, Italy
| | - A Mecca
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - E Migliore
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - M Monteno
- INFN Sezione di Torino, Torino, Italy
| | | | - M M Obertino
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - G Ortona
- INFN Sezione di Torino, Torino, Italy
| | - L Pacher
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | | | | | - M Ruspa
- INFN Sezione di Torino, Torino, Italy
- Università del Piemonte Orientale, Novara, Italy
| | - F Siviero
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - V Sola
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - A Solano
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - D Soldi
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - A Staiano
- INFN Sezione di Torino, Torino, Italy
| | - C Tarricone
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - M Tornago
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - D Trocino
- INFN Sezione di Torino, Torino, Italy
| | - G Umoret
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - A Vagnerini
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - E Vlasov
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | | | - V Candelise
- INFN Sezione di Trieste, Trieste, Italy
- Università di Trieste, Trieste, Italy
| | - M Casarsa
- INFN Sezione di Trieste, Trieste, Italy
| | | | - K De Leo
- INFN Sezione di Trieste, Trieste, Italy
- Università di Trieste, Trieste, Italy
| | - G Della Ricca
- INFN Sezione di Trieste, Trieste, Italy
- Università di Trieste, Trieste, Italy
| | - S Dogra
- Kyungpook National University, Daegu, Korea
| | - J Hong
- Kyungpook National University, Daegu, Korea
| | - C Huh
- Kyungpook National University, Daegu, Korea
| | - B Kim
- Kyungpook National University, Daegu, Korea
| | - D H Kim
- Kyungpook National University, Daegu, Korea
| | - J Kim
- Kyungpook National University, Daegu, Korea
| | - H Lee
- Kyungpook National University, Daegu, Korea
| | - J Lee
- Kyungpook National University, Daegu, Korea
| | - S W Lee
- Kyungpook National University, Daegu, Korea
| | - C S Moon
- Kyungpook National University, Daegu, Korea
| | - Y D Oh
- Kyungpook National University, Daegu, Korea
| | - S I Pak
- Kyungpook National University, Daegu, Korea
| | - M S Ryu
- Kyungpook National University, Daegu, Korea
| | - S Sekmen
- Kyungpook National University, Daegu, Korea
| | - Y C Yang
- Kyungpook National University, Daegu, Korea
| | - G Bak
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - P Gwak
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - H Kim
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - D H Moon
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - E Asilar
- Hanyang University, Seoul, Korea
| | - D Kim
- Hanyang University, Seoul, Korea
| | - T J Kim
- Hanyang University, Seoul, Korea
| | | | - J Park
- Hanyang University, Seoul, Korea
| | - S Choi
- Korea University, Seoul, Korea
| | - S Han
- Korea University, Seoul, Korea
| | - B Hong
- Korea University, Seoul, Korea
| | - K Lee
- Korea University, Seoul, Korea
| | - K S Lee
- Korea University, Seoul, Korea
| | - J Park
- Korea University, Seoul, Korea
| | | | - J Yoo
- Korea University, Seoul, Korea
| | - J Goh
- Kyung Hee University, Department of Physics, Seoul, Korea
| | - H S Kim
- Sejong University, Seoul, Korea
| | - Y Kim
- Sejong University, Seoul, Korea
| | - S Lee
- Sejong University, Seoul, Korea
| | - J Almond
- Seoul National University, Seoul, Korea
| | - J H Bhyun
- Seoul National University, Seoul, Korea
| | - J Choi
- Seoul National University, Seoul, Korea
| | - S Jeon
- Seoul National University, Seoul, Korea
| | - W Jun
- Seoul National University, Seoul, Korea
| | - J Kim
- Seoul National University, Seoul, Korea
| | - J S Kim
- Seoul National University, Seoul, Korea
| | - S Ko
- Seoul National University, Seoul, Korea
| | - H Kwon
- Seoul National University, Seoul, Korea
| | - H Lee
- Seoul National University, Seoul, Korea
| | - J Lee
- Seoul National University, Seoul, Korea
| | - S Lee
- Seoul National University, Seoul, Korea
| | - B H Oh
- Seoul National University, Seoul, Korea
| | - S B Oh
- Seoul National University, Seoul, Korea
| | - H Seo
- Seoul National University, Seoul, Korea
| | - U K Yang
- Seoul National University, Seoul, Korea
| | - I Yoon
- Seoul National University, Seoul, Korea
| | - W Jang
- University of Seoul, Seoul, Korea
| | - D Y Kang
- University of Seoul, Seoul, Korea
| | - Y Kang
- University of Seoul, Seoul, Korea
| | - S Kim
- University of Seoul, Seoul, Korea
| | - B Ko
- University of Seoul, Seoul, Korea
| | | | - Y Lee
- University of Seoul, Seoul, Korea
| | - I C Park
- University of Seoul, Seoul, Korea
| | - Y Roh
- University of Seoul, Seoul, Korea
| | | | - S Yang
- University of Seoul, Seoul, Korea
| | - S Ha
- Yonsei University, Department of Physics, Seoul, Korea
| | - H D Yoo
- Yonsei University, Department of Physics, Seoul, Korea
| | - M Choi
- Sungkyunkwan University, Suwon, Korea
| | - M R Kim
- Sungkyunkwan University, Suwon, Korea
| | - H Lee
- Sungkyunkwan University, Suwon, Korea
| | - Y Lee
- Sungkyunkwan University, Suwon, Korea
| | - I Yu
- Sungkyunkwan University, Suwon, Korea
| | - T Beyrouthy
- College of Engineering and Technology, American University of the Middle East (AUM), Dasman, Kuwait
| | - Y Maghrbi
- College of Engineering and Technology, American University of the Middle East (AUM), Dasman, Kuwait
| | | | - A Gaile
- Riga Technical University, Riga, Latvia
| | - G Pikurs
- Riga Technical University, Riga, Latvia
| | | | - M Seidel
- Riga Technical University, Riga, Latvia
| | | | | | | | | | | | | | | | - I Yusuff
- National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Z Zolkapli
- National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia
| | - J F Benitez
- Universidad de Sonora (UNISON), Hermosillo, Mexico
| | | | | | | | | | | | - A Sehrawat
- Universidad de Sonora (UNISON), Hermosillo, Mexico
| | | | - G Ayala
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | - H Castilla-Valdez
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | - E De La Cruz-Burelo
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | | | - R Lopez-Fernandez
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | | | - D A Perez Navarro
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | - A Sánchez Hernández
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | | | | | - I Bautista
- Benemerita Universidad Autonoma de Puebla, Puebla, Mexico
| | - I Pedraza
- Benemerita Universidad Autonoma de Puebla, Puebla, Mexico
| | | | | | - I Bubanja
- University of Montenegro, Podgorica, Montenegro
| | - N Raicevic
- University of Montenegro, Podgorica, Montenegro
| | - P H Butler
- University of Canterbury, Christchurch, New Zealand
| | - A Ahmad
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - M I Asghar
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - A Awais
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - M I M Awan
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - H R Hoorani
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - W A Khan
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - V Avati
- AGH University of Science and Technology Faculty of Computer Science, Electronics and Telecommunications, Krakow, Poland
| | - L Grzanka
- AGH University of Science and Technology Faculty of Computer Science, Electronics and Telecommunications, Krakow, Poland
| | - M Malawski
- AGH University of Science and Technology Faculty of Computer Science, Electronics and Telecommunications, Krakow, Poland
| | - H Bialkowska
- National Centre for Nuclear Research, Swierk, Poland
| | - M Bluj
- National Centre for Nuclear Research, Swierk, Poland
| | - B Boimska
- National Centre for Nuclear Research, Swierk, Poland
| | - M Górski
- National Centre for Nuclear Research, Swierk, Poland
| | - M Kazana
- National Centre for Nuclear Research, Swierk, Poland
| | - M Szleper
- National Centre for Nuclear Research, Swierk, Poland
| | - P Zalewski
- National Centre for Nuclear Research, Swierk, Poland
| | - K Bunkowski
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - K Doroba
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - A Kalinowski
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - M Konecki
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - J Krolikowski
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - A Muhammad
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - M Araujo
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - D Bastos
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | | | - A Boletti
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - M Bozzo
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - P Faccioli
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - M Gallinaro
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - J Hollar
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - N Leonardo
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - T Niknejad
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - M Pisano
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - J Seixas
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - J Varela
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - P Adzic
- Faculty of Physics, University of Belgrade, Belgrade, Serbia
| | - P Milenovic
- Faculty of Physics, University of Belgrade, Belgrade, Serbia
| | - M Dordevic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
| | - J Milosevic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
| | - V Rekovic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
| | - M Aguilar-Benitez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J Alcaraz Maestre
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M Barrio Luna
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - Cristina F Bedoya
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M Cepeda
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M Cerrada
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - N Colino
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - B De La Cruz
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - A Delgado Peris
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - D Fernández Del Val
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J P Fernández Ramos
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J Flix
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M C Fouz
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - O Gonzalez Lopez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - S Goy Lopez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J M Hernandez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M I Josa
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J León Holgado
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - D Moran
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - C M Morcillo Perez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - Á Navarro Tobar
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - C Perez Dengra
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | | | - J Puerta Pelayo
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - I Redondo
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - D D Redondo Ferrero
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - L Romero
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - S Sánchez Navas
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - L Urda Gómez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J Vazquez Escobar
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - C Willmott
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | | | - B Alvarez Gonzalez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - J Cuevas
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - J Fernandez Menendez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - S Folgueras
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - I Gonzalez Caballero
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - J R González Fernández
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - E Palencia Cortezon
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - C Ramón Álvarez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - V Rodríguez Bouza
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - A Soto Rodríguez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - A Trapote
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - C Vico Villalba
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - P Vischia
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - S Blanco Fernández
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J A Brochero Cifuentes
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - I J Cabrillo
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - A Calderon
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J Duarte Campderros
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - M Fernandez
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Fernandez Madrazo
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - G Gomez
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Lasaosa García
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Martinez Rivero
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | | | - F Matorras
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - P Matorras Cuevas
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - E Navarrete Ramos
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J Piedra Gomez
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Prieels
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - L Scodellaro
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - I Vila
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J M Vizan Garcia
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | | | | | | | | | | | - K Liyanage
- University of Ruhuna, Department of Physics, Matara, Sri Lanka
| | - N Perera
- University of Ruhuna, Department of Physics, Matara, Sri Lanka
| | - N Wickramage
- University of Ruhuna, Department of Physics, Matara, Sri Lanka
| | - D Abbaneo
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C Amendola
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Auffray
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Auzinger
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Baechler
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Barney
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | | | - M Bianco
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - B Bilin
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A A Bin Anuar
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Bocci
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Brondolin
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C Caillol
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - T Camporesi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Cerminara
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - N Chernyavskaya
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D d'Enterria
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Dabrowski
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A David
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A De Roeck
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M M Defranchis
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Deile
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Dobson
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Fallavollita
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L Forthomme
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Franzoni
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - W Funk
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Giani
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Gigi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - K Gill
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Glege
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L Gouskos
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Haranko
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Hegeman
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - V Innocente
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - T James
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Janot
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Kieseler
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - N Kratochwil
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Laurila
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Lecoq
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Leutgeb
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C Lourenço
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - B Maier
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L Malgeri
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Mannelli
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A C Marini
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Meijers
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Mersi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Meschi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - V Milosevic
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Moortgat
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Mulders
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Orfanelli
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Pantaleo
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Peruzzi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Petrilli
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Petrucciani
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Pfeiffer
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Pierini
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Piparo
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - H Qu
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Rabady
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | | | - M Rovere
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - H Sakulin
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Scarfi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Selvaggi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Sharma
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - K Shchelina
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Silva
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Sphicas
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A G Stahl Leiton
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Steen
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Summers
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Treille
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Tropea
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Tsirou
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Walter
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Wanczyk
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - K A Wozniak
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Zehetner
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Zejdl
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - W D Zeuner
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | | | - L Caminada
- Paul Scherrer Institut, Villigen, Switzerland
| | - A Ebrahimi
- Paul Scherrer Institut, Villigen, Switzerland
| | - W Erdmann
- Paul Scherrer Institut, Villigen, Switzerland
| | | | - Q Ingram
- Paul Scherrer Institut, Villigen, Switzerland
| | - H C Kaestli
- Paul Scherrer Institut, Villigen, Switzerland
| | - D Kotlinski
- Paul Scherrer Institut, Villigen, Switzerland
| | - C Lange
- Paul Scherrer Institut, Villigen, Switzerland
| | - M Missiroli
- Paul Scherrer Institut, Villigen, Switzerland
| | - L Noehte
- Paul Scherrer Institut, Villigen, Switzerland
| | - T Rohe
- Paul Scherrer Institut, Villigen, Switzerland
| | - T K Aarrestad
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - K Androsov
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Backhaus
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A Calandri
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Cazzaniga
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - K Datta
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A De Cosa
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - G Dissertori
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Dittmar
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Donegà
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Eble
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Galli
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - K Gedia
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Glessgen
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Grab
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D Hits
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - W Lustermann
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A-M Lyon
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - R A Manzoni
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Marchegiani
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - L Marchese
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Martin Perez
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A Mascellani
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Nessi-Tedaldi
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Pauss
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - V Perovic
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - S Pigazzini
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M G Ratti
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Reichmann
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Reissel
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - T Reitenspiess
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - B Ristic
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Riti
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D Ruini
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D A Sanz Becerra
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - R Seidita
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - J Steggemann
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D Valsecchi
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - R Wallny
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Amsler
- Universität Zürich, Zurich, Switzerland
| | | | - C Botta
- Universität Zürich, Zurich, Switzerland
| | | | | | - K Cormier
- Universität Zürich, Zurich, Switzerland
| | - A De Wit
- Universität Zürich, Zurich, Switzerland
| | | | | | - M Huwiler
- Universität Zürich, Zurich, Switzerland
| | - W Jin
- Universität Zürich, Zurich, Switzerland
| | | | | | | | | | | | - P Meiring
- Universität Zürich, Zurich, Switzerland
| | | | | | | | - A Reimers
- Universität Zürich, Zurich, Switzerland
| | - P Robmann
- Universität Zürich, Zurich, Switzerland
| | | | | | - M Senger
- Universität Zürich, Zurich, Switzerland
| | | | - C Adloff
- National Central University, Chung-Li, Taiwan
| | - C M Kuo
- National Central University, Chung-Li, Taiwan
| | - W Lin
- National Central University, Chung-Li, Taiwan
| | - P K Rout
- National Central University, Chung-Li, Taiwan
| | - P C Tiwari
- National Central University, Chung-Li, Taiwan
| | - S S Yu
- National Central University, Chung-Li, Taiwan
| | - L Ceard
- National Taiwan University (NTU), Taipei, Taiwan
| | - Y Chao
- National Taiwan University (NTU), Taipei, Taiwan
| | - K F Chen
- National Taiwan University (NTU), Taipei, Taiwan
| | - P S Chen
- National Taiwan University (NTU), Taipei, Taiwan
| | - Z G Chen
- National Taiwan University (NTU), Taipei, Taiwan
| | - W-S Hou
- National Taiwan University (NTU), Taipei, Taiwan
| | - T H Hsu
- National Taiwan University (NTU), Taipei, Taiwan
| | - Y W Kao
- National Taiwan University (NTU), Taipei, Taiwan
| | - R Khurana
- National Taiwan University (NTU), Taipei, Taiwan
| | - G Kole
- National Taiwan University (NTU), Taipei, Taiwan
| | - Y Y Li
- National Taiwan University (NTU), Taipei, Taiwan
| | - R-S Lu
- National Taiwan University (NTU), Taipei, Taiwan
| | - E Paganis
- National Taiwan University (NTU), Taipei, Taiwan
| | - A Psallidas
- National Taiwan University (NTU), Taipei, Taiwan
| | - X F Su
- National Taiwan University (NTU), Taipei, Taiwan
| | | | - H Y Wu
- National Taiwan University (NTU), Taipei, Taiwan
| | - E Yazgan
- National Taiwan University (NTU), Taipei, Taiwan
| | - C Asawatangtrakuldee
- Chulalongkorn University, Faculty of Science, Department of Physics, Bangkok, Thailand
| | - N Srimanobhas
- Chulalongkorn University, Faculty of Science, Department of Physics, Bangkok, Thailand
| | - V Wachirapusitanand
- Chulalongkorn University, Faculty of Science, Department of Physics, Bangkok, Thailand
| | - D Agyel
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - F Boran
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - Z S Demiroglu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - F Dolek
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - I Dumanoglu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - E Eskut
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - Y Guler
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - E Gurpinar Guler
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - C Isik
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - O Kara
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - A Kayis Topaksu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - U Kiminsu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - G Onengut
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - K Ozdemir
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - A Polatoz
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - B Tali
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - U G Tok
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - S Turkcapar
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - E Uslan
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - I S Zorbakir
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - K Ocalan
- Middle East Technical University, Physics Department, Ankara, Turkey
| | - M Yalvac
- Middle East Technical University, Physics Department, Ankara, Turkey
| | - B Akgun
- Bogazici University, Istanbul, Turkey
| | | | - E Gülmez
- Bogazici University, Istanbul, Turkey
| | - M Kaya
- Bogazici University, Istanbul, Turkey
| | - O Kaya
- Bogazici University, Istanbul, Turkey
| | - S Tekten
- Bogazici University, Istanbul, Turkey
| | - A Cakir
- Istanbul Technical University, Istanbul, Turkey
| | - K Cankocak
- Istanbul Technical University, Istanbul, Turkey
| | - Y Komurcu
- Istanbul Technical University, Istanbul, Turkey
| | - S Sen
- Istanbul Technical University, Istanbul, Turkey
| | - O Aydilek
- Istanbul University, Istanbul, Turkey
| | - S Cerci
- Istanbul University, Istanbul, Turkey
| | | | | | - I Hos
- Istanbul University, Istanbul, Turkey
| | - B Isildak
- Istanbul University, Istanbul, Turkey
| | - B Kaynak
- Istanbul University, Istanbul, Turkey
| | | | - H Sert
- Istanbul University, Istanbul, Turkey
| | - C Simsek
- Istanbul University, Istanbul, Turkey
| | | | | | - A Boyaryntsev
- Institute for Scintillation Materials of National Academy of Science of Ukraine, Kharkiv, Ukraine
| | - B Grynyov
- Institute for Scintillation Materials of National Academy of Science of Ukraine, Kharkiv, Ukraine
| | - L Levchuk
- National Science Centre, Kharkiv Institute of Physics and Technology, Kharkiv, Ukraine
| | - D Anthony
- University of Bristol, Bristol, United Kingdom
| | - J J Brooke
- University of Bristol, Bristol, United Kingdom
| | - A Bundock
- University of Bristol, Bristol, United Kingdom
| | - F Bury
- University of Bristol, Bristol, United Kingdom
| | - E Clement
- University of Bristol, Bristol, United Kingdom
| | - D Cussans
- University of Bristol, Bristol, United Kingdom
| | - H Flacher
- University of Bristol, Bristol, United Kingdom
| | - M Glowacki
- University of Bristol, Bristol, United Kingdom
| | - J Goldstein
- University of Bristol, Bristol, United Kingdom
| | - H F Heath
- University of Bristol, Bristol, United Kingdom
| | - L Kreczko
- University of Bristol, Bristol, United Kingdom
| | - B Krikler
- University of Bristol, Bristol, United Kingdom
| | | | | | - V J Smith
- University of Bristol, Bristol, United Kingdom
| | - N Stylianou
- University of Bristol, Bristol, United Kingdom
| | | | - R White
- University of Bristol, Bristol, United Kingdom
| | - A H Ball
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - K W Bell
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - A Belyaev
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - C Brew
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - R M Brown
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - C Cooke
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - K V Ellis
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - K Harder
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - S Harper
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - M-L Holmberg
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - Sh Jain
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - J Linacre
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - D M Newbold
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - E Olaiya
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - D Petyt
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - T Reis
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - G Salvi
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - T Schuh
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - I R Tomalin
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - T Williams
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - P Bloch
- Imperial College, London, United Kingdom
| | - C E Brown
- Imperial College, London, United Kingdom
| | | | - V Cacchio
- Imperial College, London, United Kingdom
| | | | - G S Chahal
- Imperial College, London, United Kingdom
| | - D Colling
- Imperial College, London, United Kingdom
| | - J S Dancu
- Imperial College, London, United Kingdom
| | - P Dauncey
- Imperial College, London, United Kingdom
| | - G Davies
- Imperial College, London, United Kingdom
| | - J Davies
- Imperial College, London, United Kingdom
| | | | - S Fayer
- Imperial College, London, United Kingdom
| | - G Fedi
- Imperial College, London, United Kingdom
| | - G Hall
- Imperial College, London, United Kingdom
| | | | - A Howard
- Imperial College, London, United Kingdom
| | - G Iles
- Imperial College, London, United Kingdom
| | - M Knight
- Imperial College, London, United Kingdom
| | - J Langford
- Imperial College, London, United Kingdom
| | - L Lyons
- Imperial College, London, United Kingdom
| | - A-M Magnan
- Imperial College, London, United Kingdom
| | - S Malik
- Imperial College, London, United Kingdom
| | - A Martelli
- Imperial College, London, United Kingdom
| | | | - J Nash
- Imperial College, London, United Kingdom
| | - M Pesaresi
- Imperial College, London, United Kingdom
| | | | - A Richards
- Imperial College, London, United Kingdom
| | - A Rose
- Imperial College, London, United Kingdom
| | - C Seez
- Imperial College, London, United Kingdom
| | - R Shukla
- Imperial College, London, United Kingdom
| | - A Tapper
- Imperial College, London, United Kingdom
| | - K Uchida
- Imperial College, London, United Kingdom
| | - G P Uttley
- Imperial College, London, United Kingdom
| | - L H Vage
- Imperial College, London, United Kingdom
| | - T Virdee
- Imperial College, London, United Kingdom
| | | | - N Wardle
- Imperial College, London, United Kingdom
| | | | - K Coldham
- Brunel University, Uxbridge, United Kingdom
| | - J E Cole
- Brunel University, Uxbridge, United Kingdom
| | - A Khan
- Brunel University, Uxbridge, United Kingdom
| | - P Kyberd
- Brunel University, Uxbridge, United Kingdom
| | - I D Reid
- Brunel University, Uxbridge, United Kingdom
| | | | | | | | | | | | | | | | | | | | - S Sawant
- Baylor University, Waco, Texas, USA
| | | | - M Toms
- Baylor University, Waco, Texas, USA
| | - J Wilson
- Baylor University, Waco, Texas, USA
| | - R Bartek
- Catholic University of America, Washington, DC, USA
| | - A Dominguez
- Catholic University of America, Washington, DC, USA
| | | | - A E Simsek
- Catholic University of America, Washington, DC, USA
| | - R Uniyal
- Catholic University of America, Washington, DC, USA
| | | | - R Chudasama
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - S I Cooper
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - S V Gleyzer
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - C U Perez
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - P Rumerio
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - E Usai
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - C West
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - R Yi
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - A Akpinar
- Boston University, Boston, Massachusetts, USA
| | - A Albert
- Boston University, Boston, Massachusetts, USA
| | - D Arcaro
- Boston University, Boston, Massachusetts, USA
| | - C Cosby
- Boston University, Boston, Massachusetts, USA
| | - Z Demiragli
- Boston University, Boston, Massachusetts, USA
| | - C Erice
- Boston University, Boston, Massachusetts, USA
| | - E Fontanesi
- Boston University, Boston, Massachusetts, USA
| | - D Gastler
- Boston University, Boston, Massachusetts, USA
| | - J Rohlf
- Boston University, Boston, Massachusetts, USA
| | - K Salyer
- Boston University, Boston, Massachusetts, USA
| | - D Sperka
- Boston University, Boston, Massachusetts, USA
| | - D Spitzbart
- Boston University, Boston, Massachusetts, USA
| | - I Suarez
- Boston University, Boston, Massachusetts, USA
| | - A Tsatsos
- Boston University, Boston, Massachusetts, USA
| | - S Yuan
- Boston University, Boston, Massachusetts, USA
| | - G Benelli
- Brown University, Providence, Rhode Island, USA
| | - X Coubez
- Brown University, Providence, Rhode Island, USA
| | - D Cutts
- Brown University, Providence, Rhode Island, USA
| | - M Hadley
- Brown University, Providence, Rhode Island, USA
| | - U Heintz
- Brown University, Providence, Rhode Island, USA
| | - J M Hogan
- Brown University, Providence, Rhode Island, USA
| | - T Kwon
- Brown University, Providence, Rhode Island, USA
| | - G Landsberg
- Brown University, Providence, Rhode Island, USA
| | - K T Lau
- Brown University, Providence, Rhode Island, USA
| | - D Li
- Brown University, Providence, Rhode Island, USA
| | - J Luo
- Brown University, Providence, Rhode Island, USA
| | - S Mondal
- Brown University, Providence, Rhode Island, USA
| | - M Narain
- Brown University, Providence, Rhode Island, USA
| | - N Pervan
- Brown University, Providence, Rhode Island, USA
| | - S Sagir
- Brown University, Providence, Rhode Island, USA
| | - F Simpson
- Brown University, Providence, Rhode Island, USA
| | - W Y Wong
- Brown University, Providence, Rhode Island, USA
| | - X Yan
- Brown University, Providence, Rhode Island, USA
| | - W Zhang
- Brown University, Providence, Rhode Island, USA
| | - S Abbott
- University of California, Davis, Davis, California, USA
| | - J Bonilla
- University of California, Davis, Davis, California, USA
| | - C Brainerd
- University of California, Davis, Davis, California, USA
| | - R Breedon
- University of California, Davis, Davis, California, USA
| | | | - M Chertok
- University of California, Davis, Davis, California, USA
| | - M Citron
- University of California, Davis, Davis, California, USA
| | - J Conway
- University of California, Davis, Davis, California, USA
| | - P T Cox
- University of California, Davis, Davis, California, USA
| | - R Erbacher
- University of California, Davis, Davis, California, USA
| | - G Haza
- University of California, Davis, Davis, California, USA
| | - F Jensen
- University of California, Davis, Davis, California, USA
| | - O Kukral
- University of California, Davis, Davis, California, USA
| | - G Mocellin
- University of California, Davis, Davis, California, USA
| | - M Mulhearn
- University of California, Davis, Davis, California, USA
| | - D Pellett
- University of California, Davis, Davis, California, USA
| | - B Regnery
- University of California, Davis, Davis, California, USA
| | - W Wei
- University of California, Davis, Davis, California, USA
| | - Y Yao
- University of California, Davis, Davis, California, USA
| | - F Zhang
- University of California, Davis, Davis, California, USA
| | - M Bachtis
- University of California, Los Angeles, California, USA
| | - R Cousins
- University of California, Los Angeles, California, USA
| | - A Datta
- University of California, Los Angeles, California, USA
| | - J Hauser
- University of California, Los Angeles, California, USA
| | - M Ignatenko
- University of California, Los Angeles, California, USA
| | - M A Iqbal
- University of California, Los Angeles, California, USA
| | - T Lam
- University of California, Los Angeles, California, USA
| | - E Manca
- University of California, Los Angeles, California, USA
| | - W A Nash
- University of California, Los Angeles, California, USA
| | - D Saltzberg
- University of California, Los Angeles, California, USA
| | - B Stone
- University of California, Los Angeles, California, USA
| | - V Valuev
- University of California, Los Angeles, California, USA
| | - R Clare
- University of California, Riverside, Riverside, California, USA
| | - M Gordon
- University of California, Riverside, Riverside, California, USA
| | - G Hanson
- University of California, Riverside, Riverside, California, USA
| | - W Si
- University of California, Riverside, Riverside, California, USA
| | - S Wimpenny
- University of California, Riverside, Riverside, California, USA
| | - J G Branson
- University of California, San Diego, La Jolla, California, USA
| | - S Cittolin
- University of California, San Diego, La Jolla, California, USA
| | - S Cooperstein
- University of California, San Diego, La Jolla, California, USA
| | - D Diaz
- University of California, San Diego, La Jolla, California, USA
| | - J Duarte
- University of California, San Diego, La Jolla, California, USA
| | - R Gerosa
- University of California, San Diego, La Jolla, California, USA
| | - L Giannini
- University of California, San Diego, La Jolla, California, USA
| | - J Guiang
- University of California, San Diego, La Jolla, California, USA
| | - R Kansal
- University of California, San Diego, La Jolla, California, USA
| | - V Krutelyov
- University of California, San Diego, La Jolla, California, USA
| | - R Lee
- University of California, San Diego, La Jolla, California, USA
| | - J Letts
- University of California, San Diego, La Jolla, California, USA
| | - M Masciovecchio
- University of California, San Diego, La Jolla, California, USA
| | - F Mokhtar
- University of California, San Diego, La Jolla, California, USA
| | - M Pieri
- University of California, San Diego, La Jolla, California, USA
| | - M Quinnan
- University of California, San Diego, La Jolla, California, USA
| | | | - V Sharma
- University of California, San Diego, La Jolla, California, USA
| | - M Tadel
- University of California, San Diego, La Jolla, California, USA
| | - E Vourliotis
- University of California, San Diego, La Jolla, California, USA
| | - F Würthwein
- University of California, San Diego, La Jolla, California, USA
| | - Y Xiang
- University of California, San Diego, La Jolla, California, USA
| | - A Yagil
- University of California, San Diego, La Jolla, California, USA
| | - L Brennan
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - C Campagnari
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - G Collura
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - A Dorsett
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - J Incandela
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - M Kilpatrick
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - J Kim
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - A J Li
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - P Masterson
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - H Mei
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - M Oshiro
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - J Richman
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - U Sarica
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - R Schmitz
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - F Setti
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - J Sheplock
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - D Stuart
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - S Wang
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - A Bornheim
- California Institute of Technology, Pasadena, California, USA
| | - O Cerri
- California Institute of Technology, Pasadena, California, USA
| | - A Latorre
- California Institute of Technology, Pasadena, California, USA
| | - J M Lawhorn
- California Institute of Technology, Pasadena, California, USA
| | - J Mao
- California Institute of Technology, Pasadena, California, USA
| | - H B Newman
- California Institute of Technology, Pasadena, California, USA
| | - T Q Nguyen
- California Institute of Technology, Pasadena, California, USA
| | - M Spiropulu
- California Institute of Technology, Pasadena, California, USA
| | - J R Vlimant
- California Institute of Technology, Pasadena, California, USA
| | - C Wang
- California Institute of Technology, Pasadena, California, USA
| | - S Xie
- California Institute of Technology, Pasadena, California, USA
| | - R Y Zhu
- California Institute of Technology, Pasadena, California, USA
| | - J Alison
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - S An
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - M B Andrews
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - P Bryant
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - V Dutta
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - T Ferguson
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - A Harilal
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - C Liu
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - T Mudholkar
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - S Murthy
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - M Paulini
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - A Roberts
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - A Sanchez
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - W Terrill
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - J P Cumalat
- University of Colorado Boulder, Boulder, Colorado, USA
| | - W T Ford
- University of Colorado Boulder, Boulder, Colorado, USA
| | - A Hassani
- University of Colorado Boulder, Boulder, Colorado, USA
| | | | - E MacDonald
- University of Colorado Boulder, Boulder, Colorado, USA
| | - N Manganelli
- University of Colorado Boulder, Boulder, Colorado, USA
| | - F Marini
- University of Colorado Boulder, Boulder, Colorado, USA
| | - A Perloff
- University of Colorado Boulder, Boulder, Colorado, USA
| | - C Savard
- University of Colorado Boulder, Boulder, Colorado, USA
| | - N Schonbeck
- University of Colorado Boulder, Boulder, Colorado, USA
| | - K Stenson
- University of Colorado Boulder, Boulder, Colorado, USA
| | - K A Ulmer
- University of Colorado Boulder, Boulder, Colorado, USA
| | - S R Wagner
- University of Colorado Boulder, Boulder, Colorado, USA
| | - N Zipper
- University of Colorado Boulder, Boulder, Colorado, USA
| | | | | | - X Chen
- Cornell University, Ithaca, New York, USA
| | | | - J Fan
- Cornell University, Ithaca, New York, USA
| | - X Fan
- Cornell University, Ithaca, New York, USA
| | - D Gadkari
- Cornell University, Ithaca, New York, USA
| | - S Hogan
- Cornell University, Ithaca, New York, USA
| | - J Monroy
- Cornell University, Ithaca, New York, USA
| | | | - J Reichert
- Cornell University, Ithaca, New York, USA
| | - M Reid
- Cornell University, Ithaca, New York, USA
| | - A Ryd
- Cornell University, Ithaca, New York, USA
| | - J Thom
- Cornell University, Ithaca, New York, USA
| | - P Wittich
- Cornell University, Ithaca, New York, USA
| | - R Zou
- Cornell University, Ithaca, New York, USA
| | - M Albrow
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - M Alyari
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - O Amram
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - G Apollinari
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Apresyan
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L A T Bauerdick
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Berry
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Berryhill
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - P C Bhat
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K Burkett
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J N Butler
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Canepa
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - G B Cerati
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - H W K Cheung
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - F Chlebana
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - G Cummings
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Dickinson
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - I Dutta
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - V D Elvira
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - Y Feng
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Freeman
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Gandrakota
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - Z Gecse
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Gray
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Green
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Grünendahl
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Guerrero
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - O Gutsche
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - R M Harris
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - R Heller
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - T C Herwig
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Hirschauer
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Horyn
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - B Jayatilaka
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Jindariani
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - M Johnson
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - U Joshi
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - T Klijnsma
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - B Klima
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K H M Kwok
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Lammel
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Lincoln
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - R Lipton
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - T Liu
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Madrid
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K Maeshima
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Mantilla
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Mason
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - P McBride
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - P Merkel
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Mrenna
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Nahn
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Ngadiuba
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Noonan
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - V Papadimitriou
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - N Pastika
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K Pedro
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Pena
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - F Ravera
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | | | - L Ristori
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | | | - N Smith
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Soha
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Spiegel
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Stoynev
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Taylor
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Tkaczyk
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - N V Tran
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Uplegger
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - E W Vaandering
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - I Zoi
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Aruta
- University of Florida, Gainesville, Florida, USA
| | - P Avery
- University of Florida, Gainesville, Florida, USA
| | - D Bourilkov
- University of Florida, Gainesville, Florida, USA
| | - L Cadamuro
- University of Florida, Gainesville, Florida, USA
| | - P Chang
- University of Florida, Gainesville, Florida, USA
| | - V Cherepanov
- University of Florida, Gainesville, Florida, USA
| | - R D Field
- University of Florida, Gainesville, Florida, USA
| | - E Koenig
- University of Florida, Gainesville, Florida, USA
| | - M Kolosova
- University of Florida, Gainesville, Florida, USA
| | - J Konigsberg
- University of Florida, Gainesville, Florida, USA
| | - A Korytov
- University of Florida, Gainesville, Florida, USA
| | - K H Lo
- University of Florida, Gainesville, Florida, USA
| | - K Matchev
- University of Florida, Gainesville, Florida, USA
| | - N Menendez
- University of Florida, Gainesville, Florida, USA
| | | | | | - N Rawal
- University of Florida, Gainesville, Florida, USA
| | - D Rosenzweig
- University of Florida, Gainesville, Florida, USA
| | - S Rosenzweig
- University of Florida, Gainesville, Florida, USA
| | - K Shi
- University of Florida, Gainesville, Florida, USA
| | - J Wang
- University of Florida, Gainesville, Florida, USA
| | - T Adams
- Florida State University, Tallahassee, Florida, USA
| | - A Al Kadhim
- Florida State University, Tallahassee, Florida, USA
| | - A Askew
- Florida State University, Tallahassee, Florida, USA
| | - N Bower
- Florida State University, Tallahassee, Florida, USA
| | - R Habibullah
- Florida State University, Tallahassee, Florida, USA
| | - V Hagopian
- Florida State University, Tallahassee, Florida, USA
| | - R Hashmi
- Florida State University, Tallahassee, Florida, USA
| | - R S Kim
- Florida State University, Tallahassee, Florida, USA
| | - S Kim
- Florida State University, Tallahassee, Florida, USA
| | - T Kolberg
- Florida State University, Tallahassee, Florida, USA
| | - G Martinez
- Florida State University, Tallahassee, Florida, USA
| | - H Prosper
- Florida State University, Tallahassee, Florida, USA
| | - P R Prova
- Florida State University, Tallahassee, Florida, USA
| | - O Viazlo
- Florida State University, Tallahassee, Florida, USA
| | | | - R Yohay
- Florida State University, Tallahassee, Florida, USA
| | - J Zhang
- Florida State University, Tallahassee, Florida, USA
| | - B Alsufyani
- Florida Institute of Technology, Melbourne, Florida, USA
| | - M M Baarmand
- Florida Institute of Technology, Melbourne, Florida, USA
| | - S Butalla
- Florida Institute of Technology, Melbourne, Florida, USA
| | - T Elkafrawy
- Florida Institute of Technology, Melbourne, Florida, USA
| | - M Hohlmann
- Florida Institute of Technology, Melbourne, Florida, USA
| | - R Kumar Verma
- Florida Institute of Technology, Melbourne, Florida, USA
| | - M Rahmani
- Florida Institute of Technology, Melbourne, Florida, USA
| | - F Yumiceva
- Florida Institute of Technology, Melbourne, Florida, USA
| | - M R Adams
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - C Bennett
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - R Cavanaugh
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - S Dittmer
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | | | - O Evdokimov
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - C E Gerber
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - D J Hofman
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - J H Lee
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - D S Lemos
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - A H Merrit
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - C Mills
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - S Nanda
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - G Oh
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - B Ozek
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - D Pilipovic
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - T Roy
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - S Rudrabhatla
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - M B Tonjes
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - N Varelas
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - X Wang
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - Z Ye
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - J Yoo
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | | | - D Blend
- The University of Iowa, Iowa City, Iowa, USA
| | - K Dilsiz
- The University of Iowa, Iowa City, Iowa, USA
| | - L Emediato
- The University of Iowa, Iowa City, Iowa, USA
| | - G Karaman
- The University of Iowa, Iowa City, Iowa, USA
| | - O K Köseyan
- The University of Iowa, Iowa City, Iowa, USA
| | - J-P Merlo
- The University of Iowa, Iowa City, Iowa, USA
| | | | - J Nachtman
- The University of Iowa, Iowa City, Iowa, USA
| | - O Neogi
- The University of Iowa, Iowa City, Iowa, USA
| | - H Ogul
- The University of Iowa, Iowa City, Iowa, USA
| | - Y Onel
- The University of Iowa, Iowa City, Iowa, USA
| | - A Penzo
- The University of Iowa, Iowa City, Iowa, USA
| | - C Snyder
- The University of Iowa, Iowa City, Iowa, USA
| | - E Tiras
- The University of Iowa, Iowa City, Iowa, USA
| | - B Blumenfeld
- Johns Hopkins University, Baltimore, Maryland, USA
| | - L Corcodilos
- Johns Hopkins University, Baltimore, Maryland, USA
| | - J Davis
- Johns Hopkins University, Baltimore, Maryland, USA
| | - A V Gritsan
- Johns Hopkins University, Baltimore, Maryland, USA
| | - L Kang
- Johns Hopkins University, Baltimore, Maryland, USA
| | - S Kyriacou
- Johns Hopkins University, Baltimore, Maryland, USA
| | - P Maksimovic
- Johns Hopkins University, Baltimore, Maryland, USA
| | - M Roguljic
- Johns Hopkins University, Baltimore, Maryland, USA
| | - J Roskes
- Johns Hopkins University, Baltimore, Maryland, USA
| | - S Sekhar
- Johns Hopkins University, Baltimore, Maryland, USA
| | - M Swartz
- Johns Hopkins University, Baltimore, Maryland, USA
| | - T Á Vámi
- Johns Hopkins University, Baltimore, Maryland, USA
| | - A Abreu
- The University of Kansas, Lawrence, Kansas, USA
| | | | - J Anguiano
- The University of Kansas, Lawrence, Kansas, USA
| | - P Baringer
- The University of Kansas, Lawrence, Kansas, USA
| | - A Bean
- The University of Kansas, Lawrence, Kansas, USA
| | - Z Flowers
- The University of Kansas, Lawrence, Kansas, USA
| | - D Grove
- The University of Kansas, Lawrence, Kansas, USA
| | - J King
- The University of Kansas, Lawrence, Kansas, USA
| | - G Krintiras
- The University of Kansas, Lawrence, Kansas, USA
| | | | - C Le Mahieu
- The University of Kansas, Lawrence, Kansas, USA
| | - C Lindsey
- The University of Kansas, Lawrence, Kansas, USA
| | - J Marquez
- The University of Kansas, Lawrence, Kansas, USA
| | - N Minafra
- The University of Kansas, Lawrence, Kansas, USA
| | - M Murray
- The University of Kansas, Lawrence, Kansas, USA
| | - M Nickel
- The University of Kansas, Lawrence, Kansas, USA
| | - M Pitt
- The University of Kansas, Lawrence, Kansas, USA
| | - S Popescu
- The University of Kansas, Lawrence, Kansas, USA
| | - C Rogan
- The University of Kansas, Lawrence, Kansas, USA
| | - C Royon
- The University of Kansas, Lawrence, Kansas, USA
| | - R Salvatico
- The University of Kansas, Lawrence, Kansas, USA
| | - S Sanders
- The University of Kansas, Lawrence, Kansas, USA
| | - C Smith
- The University of Kansas, Lawrence, Kansas, USA
| | - Q Wang
- The University of Kansas, Lawrence, Kansas, USA
| | - G Wilson
- The University of Kansas, Lawrence, Kansas, USA
| | - B Allmond
- Kansas State University, Manhattan, Kansas, USA
| | - A Ivanov
- Kansas State University, Manhattan, Kansas, USA
| | - K Kaadze
- Kansas State University, Manhattan, Kansas, USA
| | | | - D Kim
- Kansas State University, Manhattan, Kansas, USA
| | - Y Maravin
- Kansas State University, Manhattan, Kansas, USA
| | - K Nam
- Kansas State University, Manhattan, Kansas, USA
| | - J Natoli
- Kansas State University, Manhattan, Kansas, USA
| | - D Roy
- Kansas State University, Manhattan, Kansas, USA
| | | | - E Adams
- University of Maryland, College Park, Maryland, USA
| | - A Baden
- University of Maryland, College Park, Maryland, USA
| | - O Baron
- University of Maryland, College Park, Maryland, USA
| | - A Belloni
- University of Maryland, College Park, Maryland, USA
| | - A Bethani
- University of Maryland, College Park, Maryland, USA
| | - Y M Chen
- University of Maryland, College Park, Maryland, USA
| | - S C Eno
- University of Maryland, College Park, Maryland, USA
| | - N J Hadley
- University of Maryland, College Park, Maryland, USA
| | - S Jabeen
- University of Maryland, College Park, Maryland, USA
| | - R G Kellogg
- University of Maryland, College Park, Maryland, USA
| | - T Koeth
- University of Maryland, College Park, Maryland, USA
| | - Y Lai
- University of Maryland, College Park, Maryland, USA
| | - S Lascio
- University of Maryland, College Park, Maryland, USA
| | - A C Mignerey
- University of Maryland, College Park, Maryland, USA
| | - S Nabili
- University of Maryland, College Park, Maryland, USA
| | - C Palmer
- University of Maryland, College Park, Maryland, USA
| | | | - M M Paranjpe
- University of Maryland, College Park, Maryland, USA
| | - L Wang
- University of Maryland, College Park, Maryland, USA
| | - K Wong
- University of Maryland, College Park, Maryland, USA
| | - J Bendavid
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - W Busza
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - I A Cali
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Y Chen
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - M D'Alfonso
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - J Eysermans
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - C Freer
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - G Gomez-Ceballos
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - M Goncharov
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - P Harris
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - D Hoang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - D Kovalskyi
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - J Krupa
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - L Lavezzo
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Y-J Lee
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - K Long
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - C Mironov
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - C Paus
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - D Rankin
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - C Roland
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - G Roland
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - S Rothman
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Z Shi
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - G S F Stephans
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - J Wang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Z Wang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - B Wyslouch
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - T J Yang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - B Crossman
- University of Minnesota, Minneapolis, Minnesota, USA
| | - B M Joshi
- University of Minnesota, Minneapolis, Minnesota, USA
| | - C Kapsiak
- University of Minnesota, Minneapolis, Minnesota, USA
| | - M Krohn
- University of Minnesota, Minneapolis, Minnesota, USA
| | - D Mahon
- University of Minnesota, Minneapolis, Minnesota, USA
| | - J Mans
- University of Minnesota, Minneapolis, Minnesota, USA
| | - S Pandey
- University of Minnesota, Minneapolis, Minnesota, USA
| | - M Revering
- University of Minnesota, Minneapolis, Minnesota, USA
| | - R Rusack
- University of Minnesota, Minneapolis, Minnesota, USA
| | - R Saradhy
- University of Minnesota, Minneapolis, Minnesota, USA
| | - N Schroeder
- University of Minnesota, Minneapolis, Minnesota, USA
| | - N Strobbe
- University of Minnesota, Minneapolis, Minnesota, USA
| | - M A Wadud
- University of Minnesota, Minneapolis, Minnesota, USA
| | - L M Cremaldi
- University of Mississippi, Oxford, Mississippi, USA
| | - K Bloom
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - M Bryson
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - D R Claes
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - C Fangmeier
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - F Golf
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - J Hossain
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - C Joo
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - I Kravchenko
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - I Reed
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - J E Siado
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - G R Snow
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - W Tabb
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - A Wightman
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - F Yan
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - D Yu
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | | | - G Agarwal
- State University of New York at Buffalo, Buffalo, New York, USA
| | - H Bandyopadhyay
- State University of New York at Buffalo, Buffalo, New York, USA
| | - L Hay
- State University of New York at Buffalo, Buffalo, New York, USA
| | - I Iashvili
- State University of New York at Buffalo, Buffalo, New York, USA
| | - A Kharchilava
- State University of New York at Buffalo, Buffalo, New York, USA
| | - C McLean
- State University of New York at Buffalo, Buffalo, New York, USA
| | - M Morris
- State University of New York at Buffalo, Buffalo, New York, USA
| | - D Nguyen
- State University of New York at Buffalo, Buffalo, New York, USA
| | - J Pekkanen
- State University of New York at Buffalo, Buffalo, New York, USA
| | - S Rappoccio
- State University of New York at Buffalo, Buffalo, New York, USA
| | - H Rejeb Sfar
- State University of New York at Buffalo, Buffalo, New York, USA
| | - A Williams
- State University of New York at Buffalo, Buffalo, New York, USA
| | - G Alverson
- Northeastern University, Boston, Massachusetts, USA
| | - E Barberis
- Northeastern University, Boston, Massachusetts, USA
| | - Y Haddad
- Northeastern University, Boston, Massachusetts, USA
| | - Y Han
- Northeastern University, Boston, Massachusetts, USA
| | - A Krishna
- Northeastern University, Boston, Massachusetts, USA
| | - J Li
- Northeastern University, Boston, Massachusetts, USA
| | - M Lu
- Northeastern University, Boston, Massachusetts, USA
| | - G Madigan
- Northeastern University, Boston, Massachusetts, USA
| | - B Marzocchi
- Northeastern University, Boston, Massachusetts, USA
| | - D M Morse
- Northeastern University, Boston, Massachusetts, USA
| | - V Nguyen
- Northeastern University, Boston, Massachusetts, USA
| | - T Orimoto
- Northeastern University, Boston, Massachusetts, USA
| | - A Parker
- Northeastern University, Boston, Massachusetts, USA
| | - L Skinnari
- Northeastern University, Boston, Massachusetts, USA
| | | | - B Wang
- Northeastern University, Boston, Massachusetts, USA
| | - D Wood
- Northeastern University, Boston, Massachusetts, USA
| | | | - J Bueghly
- Northwestern University, Evanston, Illinois, USA
| | - Z Chen
- Northwestern University, Evanston, Illinois, USA
| | - K A Hahn
- Northwestern University, Evanston, Illinois, USA
| | - Y Liu
- Northwestern University, Evanston, Illinois, USA
| | - Y Miao
- Northwestern University, Evanston, Illinois, USA
| | - D G Monk
- Northwestern University, Evanston, Illinois, USA
| | - M H Schmitt
- Northwestern University, Evanston, Illinois, USA
| | - A Taliercio
- Northwestern University, Evanston, Illinois, USA
| | - M Velasco
- Northwestern University, Evanston, Illinois, USA
| | - R Band
- University of Notre Dame, Notre Dame, Indiana, USA
| | - R Bucci
- University of Notre Dame, Notre Dame, Indiana, USA
| | - S Castells
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Cremonesi
- University of Notre Dame, Notre Dame, Indiana, USA
| | - A Das
- University of Notre Dame, Notre Dame, Indiana, USA
| | - R Goldouzian
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Hildreth
- University of Notre Dame, Notre Dame, Indiana, USA
| | - K W Ho
- University of Notre Dame, Notre Dame, Indiana, USA
| | | | - C Jessop
- University of Notre Dame, Notre Dame, Indiana, USA
| | - K Lannon
- University of Notre Dame, Notre Dame, Indiana, USA
| | - J Lawrence
- University of Notre Dame, Notre Dame, Indiana, USA
| | - N Loukas
- University of Notre Dame, Notre Dame, Indiana, USA
| | - L Lutton
- University of Notre Dame, Notre Dame, Indiana, USA
| | - J Mariano
- University of Notre Dame, Notre Dame, Indiana, USA
| | - N Marinelli
- University of Notre Dame, Notre Dame, Indiana, USA
| | - I Mcalister
- University of Notre Dame, Notre Dame, Indiana, USA
| | - T McCauley
- University of Notre Dame, Notre Dame, Indiana, USA
| | - C Mcgrady
- University of Notre Dame, Notre Dame, Indiana, USA
| | - K Mohrman
- University of Notre Dame, Notre Dame, Indiana, USA
| | - C Moore
- University of Notre Dame, Notre Dame, Indiana, USA
| | - Y Musienko
- University of Notre Dame, Notre Dame, Indiana, USA
| | - H Nelson
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Osherson
- University of Notre Dame, Notre Dame, Indiana, USA
| | - R Ruchti
- University of Notre Dame, Notre Dame, Indiana, USA
| | - A Townsend
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Wayne
- University of Notre Dame, Notre Dame, Indiana, USA
| | - H Yockey
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Zarucki
- University of Notre Dame, Notre Dame, Indiana, USA
| | - L Zygala
- University of Notre Dame, Notre Dame, Indiana, USA
| | - A Basnet
- The Ohio State University, Columbus, Ohio, USA
| | - B Bylsma
- The Ohio State University, Columbus, Ohio, USA
| | - M Carrigan
- The Ohio State University, Columbus, Ohio, USA
| | - L S Durkin
- The Ohio State University, Columbus, Ohio, USA
| | - C Hill
- The Ohio State University, Columbus, Ohio, USA
| | - M Joyce
- The Ohio State University, Columbus, Ohio, USA
| | - A Lesauvage
- The Ohio State University, Columbus, Ohio, USA
| | | | - K Wei
- The Ohio State University, Columbus, Ohio, USA
| | - B L Winer
- The Ohio State University, Columbus, Ohio, USA
| | - B R Yates
- The Ohio State University, Columbus, Ohio, USA
| | - F M Addesa
- Princeton University, Princeton, New Jersey, USA
| | | | - P Das
- Princeton University, Princeton, New Jersey, USA
| | - G Dezoort
- Princeton University, Princeton, New Jersey, USA
| | - P Elmer
- Princeton University, Princeton, New Jersey, USA
| | | | - B Greenberg
- Princeton University, Princeton, New Jersey, USA
| | - N Haubrich
- Princeton University, Princeton, New Jersey, USA
| | | | - G Kopp
- Princeton University, Princeton, New Jersey, USA
| | - S Kwan
- Princeton University, Princeton, New Jersey, USA
| | - D Lange
- Princeton University, Princeton, New Jersey, USA
| | - A Loeliger
- Princeton University, Princeton, New Jersey, USA
| | - D Marlow
- Princeton University, Princeton, New Jersey, USA
| | - I Ojalvo
- Princeton University, Princeton, New Jersey, USA
| | - J Olsen
- Princeton University, Princeton, New Jersey, USA
| | - D Stickland
- Princeton University, Princeton, New Jersey, USA
| | - C Tully
- Princeton University, Princeton, New Jersey, USA
| | - S Malik
- University of Puerto Rico, Mayaguez, Puerto Rico, USA
| | - A S Bakshi
- Purdue University, West Lafayette, Indiana, USA
| | - V E Barnes
- Purdue University, West Lafayette, Indiana, USA
| | - S Chandra
- Purdue University, West Lafayette, Indiana, USA
| | - R Chawla
- Purdue University, West Lafayette, Indiana, USA
| | - S Das
- Purdue University, West Lafayette, Indiana, USA
| | - A Gu
- Purdue University, West Lafayette, Indiana, USA
| | - L Gutay
- Purdue University, West Lafayette, Indiana, USA
| | - M Jones
- Purdue University, West Lafayette, Indiana, USA
| | - A W Jung
- Purdue University, West Lafayette, Indiana, USA
| | | | - A M Koshy
- Purdue University, West Lafayette, Indiana, USA
| | - M Liu
- Purdue University, West Lafayette, Indiana, USA
| | - G Negro
- Purdue University, West Lafayette, Indiana, USA
| | | | - G Paspalaki
- Purdue University, West Lafayette, Indiana, USA
| | - S Piperov
- Purdue University, West Lafayette, Indiana, USA
| | - A Purohit
- Purdue University, West Lafayette, Indiana, USA
| | - J F Schulte
- Purdue University, West Lafayette, Indiana, USA
| | | | - J Thieman
- Purdue University, West Lafayette, Indiana, USA
| | - A K Virdi
- Purdue University, West Lafayette, Indiana, USA
| | - F Wang
- Purdue University, West Lafayette, Indiana, USA
| | - W Xie
- Purdue University, West Lafayette, Indiana, USA
| | - J Dolen
- Purdue University Northwest, Hammond, Indiana, USA
| | - N Parashar
- Purdue University Northwest, Hammond, Indiana, USA
| | - A Pathak
- Purdue University Northwest, Hammond, Indiana, USA
| | - D Acosta
- Rice University, Houston, Texas, USA
| | - A Baty
- Rice University, Houston, Texas, USA
| | | | - S Dildick
- Rice University, Houston, Texas, USA
| | | | | | - S Freed
- Rice University, Houston, Texas, USA
| | - P Gardner
- Rice University, Houston, Texas, USA
| | | | - A Kumar
- Rice University, Houston, Texas, USA
| | - W Li
- Rice University, Houston, Texas, USA
| | | | | | - R Redjimi
- Rice University, Houston, Texas, USA
| | - J Rotter
- Rice University, Houston, Texas, USA
| | | | - Y Zhang
- Rice University, Houston, Texas, USA
| | - A Bodek
- University of Rochester, Rochester, New York, USA
| | - P de Barbaro
- University of Rochester, Rochester, New York, USA
| | - R Demina
- University of Rochester, Rochester, New York, USA
| | - J L Dulemba
- University of Rochester, Rochester, New York, USA
| | - C Fallon
- University of Rochester, Rochester, New York, USA
| | | | - O Hindrichs
- University of Rochester, Rochester, New York, USA
| | | | - P Parygin
- University of Rochester, Rochester, New York, USA
| | - E Popova
- University of Rochester, Rochester, New York, USA
| | - R Taus
- University of Rochester, Rochester, New York, USA
| | | | - K Goulianos
- The Rockefeller University, New York, New York, USA
| | - B Chiarito
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - J P Chou
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - Y Gershtein
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - E Halkiadakis
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - A Hart
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - M Heindl
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - D Jaroslawski
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - O Karacheban
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - I Laflotte
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - A Lath
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - R Montalvo
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - K Nash
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - H Routray
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Salur
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Schnetzer
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Somalwar
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - R Stone
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S A Thayil
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Thomas
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - J Vora
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - H Wang
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - H Acharya
- University of Tennessee, Knoxville, Tennessee, USA
| | - D Ally
- University of Tennessee, Knoxville, Tennessee, USA
| | - A G Delannoy
- University of Tennessee, Knoxville, Tennessee, USA
| | - S Fiorendi
- University of Tennessee, Knoxville, Tennessee, USA
| | - T Holmes
- University of Tennessee, Knoxville, Tennessee, USA
| | | | - L Lee
- University of Tennessee, Knoxville, Tennessee, USA
| | - E Nibigira
- University of Tennessee, Knoxville, Tennessee, USA
| | - S Spanier
- University of Tennessee, Knoxville, Tennessee, USA
| | - D Aebi
- Texas A&M University, College Station, Texas, USA
| | - M Ahmad
- Texas A&M University, College Station, Texas, USA
| | - O Bouhali
- Texas A&M University, College Station, Texas, USA
| | - M Dalchenko
- Texas A&M University, College Station, Texas, USA
| | - R Eusebi
- Texas A&M University, College Station, Texas, USA
| | - J Gilmore
- Texas A&M University, College Station, Texas, USA
| | - T Huang
- Texas A&M University, College Station, Texas, USA
| | - T Kamon
- Texas A&M University, College Station, Texas, USA
| | - H Kim
- Texas A&M University, College Station, Texas, USA
| | - S Luo
- Texas A&M University, College Station, Texas, USA
| | - S Malhotra
- Texas A&M University, College Station, Texas, USA
| | - R Mueller
- Texas A&M University, College Station, Texas, USA
| | - D Overton
- Texas A&M University, College Station, Texas, USA
| | - D Rathjens
- Texas A&M University, College Station, Texas, USA
| | - A Safonov
- Texas A&M University, College Station, Texas, USA
| | - N Akchurin
- Texas Tech University, Lubbock, Texas, USA
| | - J Damgov
- Texas Tech University, Lubbock, Texas, USA
| | - V Hegde
- Texas Tech University, Lubbock, Texas, USA
| | - A Hussain
- Texas Tech University, Lubbock, Texas, USA
| | | | | | - S W Lee
- Texas Tech University, Lubbock, Texas, USA
| | - A Mankel
- Texas Tech University, Lubbock, Texas, USA
| | - T Mengke
- Texas Tech University, Lubbock, Texas, USA
| | | | - T Peltola
- Texas Tech University, Lubbock, Texas, USA
| | | | - A Whitbeck
- Texas Tech University, Lubbock, Texas, USA
| | - E Appelt
- Vanderbilt University, Nashville, Tennessee, USA
| | - S Greene
- Vanderbilt University, Nashville, Tennessee, USA
| | - A Gurrola
- Vanderbilt University, Nashville, Tennessee, USA
| | - W Johns
- Vanderbilt University, Nashville, Tennessee, USA
| | | | - A Melo
- Vanderbilt University, Nashville, Tennessee, USA
| | - F Romeo
- Vanderbilt University, Nashville, Tennessee, USA
| | - P Sheldon
- Vanderbilt University, Nashville, Tennessee, USA
| | - S Tuo
- Vanderbilt University, Nashville, Tennessee, USA
| | - J Velkovska
- Vanderbilt University, Nashville, Tennessee, USA
| | | | - B Cardwell
- University of Virginia, Charlottesville, Virginia, USA
| | - B Cox
- University of Virginia, Charlottesville, Virginia, USA
| | - J Hakala
- University of Virginia, Charlottesville, Virginia, USA
| | - R Hirosky
- University of Virginia, Charlottesville, Virginia, USA
| | - A Ledovskoy
- University of Virginia, Charlottesville, Virginia, USA
| | - A Li
- University of Virginia, Charlottesville, Virginia, USA
| | - C Neu
- University of Virginia, Charlottesville, Virginia, USA
| | | | - P E Karchin
- Wayne State University, Detroit, Michigan, USA
| | - A Aravind
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - S Banerjee
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - K Black
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - T Bose
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - S Dasu
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - I De Bruyn
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - P Everaerts
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - C Galloni
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - H He
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - M Herndon
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Herve
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - C K Koraka
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Lanaro
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - R Loveless
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | | | - A Mallampalli
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Mohammadi
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - S Mondal
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - G Parida
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - D Pinna
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Savin
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - V Shang
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - V Sharma
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - W H Smith
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - D Teague
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - H F Tsoi
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - W Vetens
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Warden
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - S Afanasiev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Andreev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - Yu Andreev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - T Aushev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Azarkin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Babaev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Belyaev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Blinov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - E Boos
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Borshch
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - D Budkouski
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Bunichev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Chekhovsky
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - R Chistov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Danilov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Dermenev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - T Dimova
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - D Druzhkin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Dubinin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - L Dudko
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Ershov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - G Gavrilov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Gavrilov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Gninenko
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Golovtcov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - N Golubev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - I Golutvin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - I Gorbunov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Gribushin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - Y Ivanov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Kachanov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - L Kardapoltsev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Karjavine
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Karneyeu
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Kim
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Kirakosyan
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - D Kirpichnikov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Kirsanov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Klyukhin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - O Kodolova
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - D Konstantinov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Korenkov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Kozyrev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - N Krasnikov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Lanev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - P Levchenko
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - N Lychkovskaya
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Makarenko
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Malakhov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Matveev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Murzin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Nikitenko
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Obraztsov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Oreshkin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Palichik
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Perelygin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Perfilov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Polikarpov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Popov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - O Radchenko
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Savina
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Savrin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - D Selivanova
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Shalaev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Shmatov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Shulha
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - Y Skovpen
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Slabospitskii
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Smirnov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Snigirev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - D Sosnov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Sulimov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - E Tcherniaev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Terkulov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - O Teryaev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - I Tlisova
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Toropin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - L Uvarov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Uzunian
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Vorobyev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - N Voytishin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - B S Yuldashev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Zarubin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - I Zhizhin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Zhokin
- An institute or international laboratory covered by a cooperation agreement with CERN
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Lee JH, Jeong SN. Long-term results of regenerative treatment of intrabony defects: a cohort study with 5-year follow-up. BMC Oral Health 2024; 24:34. [PMID: 38184515 PMCID: PMC10771644 DOI: 10.1186/s12903-023-03820-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Accepted: 12/21/2023] [Indexed: 01/08/2024] Open
Abstract
BACKGROUND The aim of this retrospective cohort study was to evaluate the long-term clinical and radiographic outcomes and survival of teeth in periodontal regenerative treatment of intrabony defects using combined enamel matrix protein derivative (EMD) and deproteinized porcine bone mineral (DPBM) compared to EMD alone. METHODS A total of 333 intrabony defects in 176 patients (mean age: 54.7 ± 8.9 years) were followed-up for 58.6 ± 11.2 (range, 25-78) months after periodontal regenerative treatment. Changes in clinical (pocket probing depth and clinical attachment level) and radiographic (defect depth and defect width) parameters were analyzed using serial periapical radiographs. Kaplan-Meier and multivariate Cox proportional-hazards regression analyses for tooth loss were also performed. RESULTS Compared to periodontal surgery with EMD alone with a mean follow-up of 5 years, combined EMD and DPBM showed significantly better gain in clinical attachment level (EMD and DPBM: 2.8 ± 2.3 mm vs. EMD alone: 2.2 ± 2.2 mm) and reduction in probing pocket depth (EMD and DPBM: 2.8 ± 1.8 mm vs. EMD alone: 2.3 ± 1.8 mm), defect depth (EMD and DPBM: 2.5 ± 2.4 mm vs. EMD alone: 2.0 ± 2.4 mm) and defect width (EMD and DPBM: 0.6 ± 1.0 mm vs. EMD alone: 0.2 ± 1.3 mm). The overall survival rates of the teeth were 91.48% and 95.20% in the patient- and tooth-based analyses, respectively, showing no statistically significant difference. CONCLUSIONS Within the limitations of the current study, combined EMD and DPBM offered additional clinical and radiographic benefits over a mean of 5 years compared to EMD alone. However, tooth loss did not differ significantly between the two groups. CLINICAL RELEVANCE Compared to EMD alone, combined EMD and DPBM for intrabony defects has additional clinical advantages; however, patient- and tooth-related risk factors must be considered when performing periodontal regenerative surgery.
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Affiliation(s)
- Jae-Hong Lee
- Department of Periodontology, College of Dentistry, Institute of Oral Bioscience; Research Institute of Clinical Medicine of Jeonbuk National University-Biomedical Research Institute of Jeonbuk National University Hospital, Jeonbuk National University, 567 Baekje-daero, Deokjin-gu, Jeonju, 54896, Korea.
| | - Seong-Nyum Jeong
- Department of Periodontology, Daejeon Dental Hospital, Institute of Wonkwang Dental Research, Wonkwang University College of Dentistry, Daejeon, Korea
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15
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Choi Y, Ahn JM, Kang DY, Kim HJ, Kim H, Lee J, Kim M, Park J, Kim KW, Koo HJ, Yang DH, Jung SC, Kim B, Anthony Wong YT, Simon Lam CC, Yin WH, Wei J, Lee YT, Kao HL, Lin MS, Ko TY, Kim WJ, Kang SH, Lee SA, Kim DH, Lee JH, Park SJ, Park DW. Frequency, Predictors, and Clinical Impact of Valvular and Perivalvular Thrombus After Transcatheter Aortic Valve Replacement. JACC Cardiovasc Interv 2023; 16:2967-2981. [PMID: 38151311 DOI: 10.1016/j.jcin.2023.10.024] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2023] [Revised: 10/10/2023] [Accepted: 10/12/2023] [Indexed: 12/29/2023]
Abstract
BACKGROUND Subclinical aortic valve complex (valvular and perivalvular) thrombus is not rare after transcatheter aortic valve replacement (TAVR). The risk factors and clinical implications of these findings remain uncertain. OBJECTIVES This study sought to evaluate the frequency, predictors, and clinical outcome of aortic valve complex thrombus after TAVR. METHODS In the ADAPT-TAVR (Anticoagulation Versus Dual Antiplatelet Therapy for Prevention of Leaflet Thrombosis and Cerebral Embolization After Transcatheter Aortic Valve Replacement) trial comparing edoxaban vs dual antiplatelet therapy in TAVR patients without an indication for chronic anticoagulation, the frequency of valvular (subclinical leaflet thrombus) and perivalvular (supravalvular, subvalvular, and sinus of Valsalva) thrombus was evaluated by 4-dimensional computed tomography at 6 months. The association of these phenomena with new cerebral thromboembolism on brain magnetic resonance imaging, neurologic and neurocognitive dysfunction, and clinical outcomes was assessed. RESULTS Among 211 patients with 6-month computed tomography evaluations, 91 patients (43.1%) had thrombus at any aortic valve complex, 30 (14.2%) patients had leaflet thrombus, and 78 (37.0%) patients had perivalvular thrombus. A small maximum diameter of the stent at the valve level and low body surface area were independent predictors of aortic valve complex and perivalvular thrombus, and decreased renal function was an independent predictor of leaflet thrombus. No significant differences were observed in new cerebral lesions, neurologic or neurocognitive functions, or clinical outcomes among patients with or without valvular or perivalvular thrombus. CONCLUSIONS Subclinical aortic valve complex (valvular and perivalvular) thrombus was common in patients who had undergone successful TAVR. However, these imaging phenomena were not associated with new cerebral thromboembolism, neurologic or neurocognitive dysfunction, or adverse clinical outcomes. (Anticoagulation Versus Dual Antiplatelet Therapy for Prevention of Leaflet Thrombosis and Cerebral Embolization After Transcatheter Aortic Valve Replacement [ADAPT-TAVR]; NCT03284827).
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Affiliation(s)
- Yeonwoo Choi
- Division of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Jung-Min Ahn
- Division of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Do-Yoon Kang
- Division of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Hwa Jung Kim
- Division of Biostatistics, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Hoyun Kim
- Division of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Jinho Lee
- Division of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Mijin Kim
- Division of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Jinsun Park
- Division of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Kyung Won Kim
- Asan Image Metrics, Clinical Trial Center, Asan Institute for Life Sciences, Asan Medical Center, Seoul, Korea
| | - Hyun Jung Koo
- Department of Radiology, Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Dong Hyun Yang
- Department of Radiology, Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Seung Chai Jung
- Department of Radiology, Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Byungjun Kim
- Department of Radiology, Anam Hospital, Korea University College of Medicine, Seoul, Korea
| | - Yiu Tung Anthony Wong
- Division of Cardiology, Department of Medicine, University of Hong Kong, Queen Mary Hospital, Hong Kong
| | - Cheung Chi Simon Lam
- Division of Cardiology, Department of Medicine, University of Hong Kong, Queen Mary Hospital, Hong Kong
| | - Wei-Hsian Yin
- Heart Center, Cheng Hsin General Hospital, Taipei, Taiwan
| | - Jeng Wei
- Heart Center, Cheng Hsin General Hospital, Taipei, Taiwan
| | - Yung-Tsai Lee
- Heart Center, Cheng Hsin General Hospital, Taipei, Taiwan
| | - Hsien-Li Kao
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Mao-Shin Lin
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Tsung-Yu Ko
- Division of Cardiology, Department of Internal Medicine, Hsin-Chu Branch, National Taiwan University Hospital, Hsin-Chu, Taiwan
| | - Won-Jang Kim
- Department of Cardiology, CHA Medical Center, Korea
| | - Se Hun Kang
- Department of Cardiology, CHA Medical Center, Korea
| | - Seung-Ah Lee
- Division of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Dae-Hee Kim
- Division of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Jae-Hong Lee
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Seung-Jung Park
- Division of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Duk-Woo Park
- Division of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea.
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16
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Millar PR, Gordon BA, Wisch JK, Schultz SA, Benzinger TL, Cruchaga C, Hassenstab JJ, Ibanez L, Karch C, Llibre-Guerra JJ, Morris JC, Perrin RJ, Supnet-Bell C, Xiong C, Allegri RF, Berman SB, Chhatwal JP, Chrem Mendez PA, Day GS, Hofmann A, Ikeuchi T, Jucker M, Lee JH, Levin J, Lopera F, Niimi Y, Sánchez-González VJ, Schofield PR, Sosa-Ortiz AL, Vöglein J, Bateman RJ, Ances BM, McDade EM. Advanced structural brain aging in preclinical autosomal dominant Alzheimer disease. Mol Neurodegener 2023; 18:98. [PMID: 38111006 PMCID: PMC10729487 DOI: 10.1186/s13024-023-00688-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 11/28/2023] [Indexed: 12/20/2023] Open
Abstract
BACKGROUND "Brain-predicted age" estimates biological age from complex, nonlinear features in neuroimaging scans. The brain age gap (BAG) between predicted and chronological age is elevated in sporadic Alzheimer disease (AD), but is underexplored in autosomal dominant AD (ADAD), in which AD progression is highly predictable with minimal confounding age-related co-pathology. METHODS We modeled BAG in 257 deeply-phenotyped ADAD mutation-carriers and 179 non-carriers from the Dominantly Inherited Alzheimer Network using minimally-processed structural MRI scans. We then tested whether BAG differed as a function of mutation and cognitive status, or estimated years until symptom onset, and whether it was associated with established markers of amyloid (PiB PET, CSF amyloid-β-42/40), phosphorylated tau (CSF and plasma pTau-181), neurodegeneration (CSF and plasma neurofilament-light-chain [NfL]), and cognition (global neuropsychological composite and CDR-sum of boxes). We compared BAG to other MRI measures, and examined heterogeneity in BAG as a function of ADAD mutation variants, APOE ε4 carrier status, sex, and education. RESULTS Advanced brain aging was observed in mutation-carriers approximately 7 years before expected symptom onset, in line with other established structural indicators of atrophy. BAG was moderately associated with amyloid PET and strongly associated with pTau-181, NfL, and cognition in mutation-carriers. Mutation variants, sex, and years of education contributed to variability in BAG. CONCLUSIONS We extend prior work using BAG from sporadic AD to ADAD, noting consistent results. BAG associates well with markers of pTau, neurodegeneration, and cognition, but to a lesser extent, amyloid, in ADAD. BAG may capture similar signal to established MRI measures. However, BAG offers unique benefits in simplicity of data processing and interpretation. Thus, results in this unique ADAD cohort with few age-related confounds suggest that brain aging attributable to AD neuropathology can be accurately quantified from minimally-processed MRI.
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Affiliation(s)
- Peter R Millar
- Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA.
| | - Brian A Gordon
- Mallinckrodt Institute of Radiology, Washington University in St. Louis, St. Louis, MO, USA
| | - Julie K Wisch
- Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA
| | - Stephanie A Schultz
- Department of Neurology, Harvard Medical School, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Tammie Ls Benzinger
- Mallinckrodt Institute of Radiology, Washington University in St. Louis, St. Louis, MO, USA
| | - Carlos Cruchaga
- Department of Psychiatry, Washington University in St. Louis, St. Louis, MO, USA
| | - Jason J Hassenstab
- Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA
| | - Laura Ibanez
- Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA
- Department of Psychiatry, Washington University in St. Louis, St. Louis, MO, USA
- NeuroGenomics & Informatics Center, Washington University in St. Louis, St. Louis, MO, USA
| | - Celeste Karch
- Department of Psychiatry, Washington University in St. Louis, St. Louis, MO, USA
| | | | - John C Morris
- Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA
| | - Richard J Perrin
- Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA
- Department of Pathology & Immunology, Washington University in St. Louis, St. Louis, MO, USA
| | | | - Chengjie Xiong
- Department of Biostatistics, Washington University in St. Louis, St. Louis, MO, USA
| | | | - Sarah B Berman
- Department of Neurology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Jasmeer P Chhatwal
- Department of Neurology, Harvard Medical School, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | | | - Gregory S Day
- Department of Neurology, Mayo Clinic, Jacksonville, FL, USA
| | - Anna Hofmann
- German Center for Neurodegenerative Diseases (DZNE), 72076, Tübingen, Germany
- Department of Cellular Neurology, Hertie Institute for Clinical Brain Research, University of Tübingen, 72076, Tübingen, Germany
| | - Takeshi Ikeuchi
- Department of Molecular Genetics, Brain Research Institute, Niigata University, Niigata, Japan
| | - Mathias Jucker
- German Center for Neurodegenerative Diseases (DZNE), 72076, Tübingen, Germany
- Department of Cellular Neurology, Hertie Institute for Clinical Brain Research, University of Tübingen, 72076, Tübingen, Germany
| | - Jae-Hong Lee
- Department of Neurology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea
| | - Johannes Levin
- Department of Neurology, Ludwig-Maximilians-Universität München, Munich, Germany
- German Center for Neurodegenerative Diseases, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | | | - Yoshiki Niimi
- Unit for Early and Exploratory Clinical Development, The University of Tokyo Hospital, Bunkyo-Ku, Tokyo, Japan
| | - Victor J Sánchez-González
- Departamento de Clínicas, CUALTOS, Universidad de Guadalajara, Tepatitlán de Morelos, Jalisco, México
| | - Peter R Schofield
- Neuroscience Research Australia, Sydney, NSW, Australia
- School of Biomedical Sciences, University of New South Wales, Sydney, NSW, Australia
| | - Ana Luisa Sosa-Ortiz
- Instituto Nacional de Neurologia y Neurocirugía MVS, CDMX, Ciudad de México, Mexico
| | - Jonathan Vöglein
- Department of Neurology, Ludwig-Maximilians-Universität München, Munich, Germany
- German Center for Neurodegenerative Diseases, Munich, Germany
| | - Randall J Bateman
- Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA
| | - Beau M Ances
- Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA
- Mallinckrodt Institute of Radiology, Washington University in St. Louis, St. Louis, MO, USA
| | - Eric M McDade
- Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA
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17
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Kim HW, Kim HJ, Lee H, Yang H, Rieu Z, Lee JH. Magnetic resonance image-based brain age as a discriminator of dementia conversion in patients with amyloid-negative amnestic mild cognitive impairment. Sci Rep 2023; 13:22467. [PMID: 38105274 PMCID: PMC10725862 DOI: 10.1038/s41598-023-49465-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 12/08/2023] [Indexed: 12/19/2023] Open
Abstract
Patients with amyloid-negative amnestic mild cognitive impairment (MCI) have a conversion rate of approximately 10% to dementia within 2 years. We aimed to investigate whether brain age is an important factor in predicting conversion to dementia in patients with amyloid-negative amnestic MCI. We conducted a retrospective cohort study of patients with amyloid-negative amnestic MCI. All participants underwent detailed neuropsychological evaluation, brain magnetic resonance imaging (MRI), and [18F]-florbetaben positron emission tomography. Brain age was determined by the volumetric assessment of 12 distinct brain regions using an automatic segmentation software. During the follow-up period, 38% of the patients converted from amnestic MCI to dementia. Further, 73% of patients had a brain age greater than their actual chronological age. When defining 'survival' as the non-conversion of MCI to dementia, these groups differed significantly in survival probability (p = 0.036). The low-educated female group with a brain age greater than their actual age had the lowest survival rate among all groups. Our findings suggest that the MRI-based brain age used in this study can contribute to predicting conversion to dementia in patients with amyloid-negative amnestic MCI.
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Affiliation(s)
- Hye Weon Kim
- Research Institute, Neurophet Inc., Seoul, 06234, Korea
| | - Hyung-Ji Kim
- Department of Neurology, Uijeongbu Eulji Medical Center, Eulji University, Uijeongbu, Korea
| | - Hyunji Lee
- Research Institute, Neurophet Inc., Seoul, 06234, Korea
| | - Hyeonsik Yang
- Research Institute, Neurophet Inc., Seoul, 06234, Korea
| | - ZunHyan Rieu
- Research Institute, Neurophet Inc., Seoul, 06234, Korea
| | - Jae-Hong Lee
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, Korea.
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18
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Lee S, Lim JS, Cheong EN, Lee Y, Kim JW, Kim YE, Jo S, Kim HJ, Shim WH, Lee JH. Relationship between disproportionately enlarged subarachnoid-space hydrocephalus and white matter tract integrity in normal pressure hydrocephalus. Sci Rep 2023; 13:21328. [PMID: 38044360 PMCID: PMC10694135 DOI: 10.1038/s41598-023-48940-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2023] [Accepted: 12/01/2023] [Indexed: 12/05/2023] Open
Abstract
Normal pressure hydrocephalus (NPH) patients had altered white matter tract integrities on diffusion tensor imaging (DTI). Previous studies suggested disproportionately enlarged subarachnoid space hydrocephalus (DESH) as a prognostic sign of NPH. We examined DTI indices in NPH subgroups by DESH severity and clinical symptoms. This retrospective case-control study included 33 NPH patients and 33 age-, sex-, and education-matched controls. The NPH grading scales (0-12) were used to rate neurological symptoms. Patients with NPH were categorized into two subgroups, high-DESH and low-DESH groups, by the average value of the DESH scale. DTI indices, including fractional anisotropy, were compared across 14 regions of interest (ROIs). The high-DESH group had increased axial diffusivity in the lateral side of corona radiata (1.43 ± 0.25 vs. 1.72 ± 0.25, p = 0.04), and showed decreased fractional anisotropy and increased mean, and radial diffusivity in the anterior and lateral sides of corona radiata and the periventricular white matter surrounding the anterior horn of lateral ventricle. In patients with a high NPH grading scale, fractional anisotropy in the white matter surrounding the anterior horn of the lateral ventricle was significantly reduced (0.36 ± 0.08 vs. 0.26 ± 0.06, p = 0.03). These data show that DESH may be a biomarker for DTI-detected microstructural alterations and clinical symptom severity.
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Affiliation(s)
- Sunju Lee
- Department of Neurology, Seosan Jungang General Hospital, Seosan-si, Chungcheongnam-do, Republic of Korea
| | - Jae-Sung Lim
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, 88 Olympic-ro 43-gil, Sonpa-gu, Seoul, 05505, Republic of Korea
| | - E-Nae Cheong
- Department of Medical Science and Asan Medical Institute of Convergence Science and Technology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Yoojin Lee
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, 88 Olympic-ro 43-gil, Sonpa-gu, Seoul, 05505, Republic of Korea
| | - Jae Woo Kim
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, 88 Olympic-ro 43-gil, Sonpa-gu, Seoul, 05505, Republic of Korea
| | - Ye Eun Kim
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, 88 Olympic-ro 43-gil, Sonpa-gu, Seoul, 05505, Republic of Korea
| | - Sungyang Jo
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, 88 Olympic-ro 43-gil, Sonpa-gu, Seoul, 05505, Republic of Korea
| | - Hyung-Ji Kim
- Department of Neurology, Uijeongbu Eulji Medical Center, Eulji University School of Medicine, Uijeongbu, Republic of Korea
| | - Woo Hyun Shim
- Department of Medical Science and Asan Medical Institute of Convergence Science and Technology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
- Department of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jae-Hong Lee
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, 88 Olympic-ro 43-gil, Sonpa-gu, Seoul, 05505, Republic of Korea.
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Lee JH, Han JH, Jeong SN. Porcine-derived soft block bone substitutes for the treatment of severe class II furcation-involved mandibular molars: a prospective controlled follow-up study. J Periodontal Implant Sci 2023; 53:406-416. [PMID: 37154106 PMCID: PMC10761284 DOI: 10.5051/jpis.2203660183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 12/16/2022] [Accepted: 02/08/2023] [Indexed: 05/10/2023] Open
Abstract
PURPOSE No evidence exists regarding the advantages of periodontal regeneration treatment for furcation defects using soft block bone substitutes. Therefore, this randomized controlled trial aimed to assess the clinical and radiographic outcomes of regenerative therapy using porcine-derived soft block bone substitutes (DPBM-C, test group) compared with porcine-derived particulate bone substitutes (DPBM, control group) for the treatment of severe class II furcation defects in the mandibular molar regions. METHODS Thirty-five enrolled patients (test group, n=17; control group, n=18) were available for a 12-month follow-up assessment. Clinical (probing pocket depth [PPD] and clinical attachment level [CAL]) and radiographic (vertical furcation defect; VFD) parameters were evaluated at baseline and 6 and 12 months after regenerative treatment. Early postoperative discomfort (severity and duration of pain and swelling) and wound healing outcomes (dehiscence, suppuration, abscess formation, and swelling) were also assessed 2 weeks after surgery. RESULTS For both treatment modalities, significant improvements in PPD, CAL, and VFD were found in the test group (PPD reduction of 4.1±3.0 mm, CAL gain of 4.4±2.9 mm, and VFD reduction of 4.1±2.5 mm) and control group (PPD reduction of 2.7±2.0 mm, CAL gain of 2.0±2.8 mm, and VFD reduction of 2.4±2.5 mm) 12 months after the regenerative treatment of furcation defects (P<0.05). However, no statistically significant differences were found in any of the measured clinical and radiographic parameters, and no significant differences were observed in any early postoperative discomfort and wound healing outcomes between the 2 groups. CONCLUSIONS Similar to DPBM, DPBM-C showed favorable clinical and radiographic outcomes for periodontal regeneration of severe class II furcation defects in a 12-month follow-up period. TRIAL REGISTRATION Clinical Research Information Service Identifier: KCT0007305.
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Affiliation(s)
- Jae-Hong Lee
- Department of Periodontology, College of Dentistry and Institute of Oral Bioscience, Jeonbuk National University, Jeonju, Korea
- Research Institute of Clinical Medicine of Jeonbuk National University-Biomedical Research Institute of Jeonbuk National University Hospital, Jeonju, Korea.
| | - Ji-Hoo Han
- Department of Periodontology, Daejeon Dental Hospital, Institute of Wonkwang Dental Research, Wonkwang University College of Dentistry, Daejeon, Korea
| | - Seong-Nyum Jeong
- Department of Periodontology, Daejeon Dental Hospital, Institute of Wonkwang Dental Research, Wonkwang University College of Dentistry, Daejeon, Korea
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20
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Shirzadi Z, Schultz SA, Yau WYW, Joseph-Mathurin N, Fitzpatrick CD, Levin R, Kantarci K, Preboske GM, Jack CR, Farlow MR, Hassenstab J, Jucker M, Morris JC, Xiong C, Karch CM, Levey AI, Gordon BA, Schofield PR, Salloway SP, Perrin RJ, McDade E, Levin J, Cruchaga C, Allegri RF, Fox NC, Goate A, Day GS, Koeppe R, Chui HC, Berman S, Mori H, Sanchez-Valle R, Lee JH, Rosa-Neto P, Ruthirakuhan M, Wu CY, Swardfager W, Benzinger TLS, Sohrabi HR, Martins RN, Bateman RJ, Johnson KA, Sperling RA, Greenberg SM, Schultz AP, Chhatwal JP. Etiology of White Matter Hyperintensities in Autosomal Dominant and Sporadic Alzheimer Disease. JAMA Neurol 2023; 80:1353-1363. [PMID: 37843849 PMCID: PMC10580156 DOI: 10.1001/jamaneurol.2023.3618] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Accepted: 06/26/2023] [Indexed: 10/17/2023]
Abstract
Importance Increased white matter hyperintensity (WMH) volume is a common magnetic resonance imaging (MRI) finding in both autosomal dominant Alzheimer disease (ADAD) and late-onset Alzheimer disease (LOAD), but it remains unclear whether increased WMH along the AD continuum is reflective of AD-intrinsic processes or secondary to elevated systemic vascular risk factors. Objective To estimate the associations of neurodegeneration and parenchymal and vessel amyloidosis with WMH accumulation and investigate whether systemic vascular risk is associated with WMH beyond these AD-intrinsic processes. Design, Setting, and Participants This cohort study used data from 3 longitudinal cohort studies conducted in tertiary and community-based medical centers-the Dominantly Inherited Alzheimer Network (DIAN; February 2010 to March 2020), the Alzheimer's Disease Neuroimaging Initiative (ADNI; July 2007 to September 2021), and the Harvard Aging Brain Study (HABS; September 2010 to December 2019). Main Outcome and Measures The main outcomes were the independent associations of neurodegeneration (decreases in gray matter volume), parenchymal amyloidosis (assessed by amyloid positron emission tomography), and vessel amyloidosis (evidenced by cerebral microbleeds [CMBs]) with cross-sectional and longitudinal WMH. Results Data from 3960 MRI sessions among 1141 participants were included: 252 pathogenic variant carriers from DIAN (mean [SD] age, 38.4 [11.2] years; 137 [54%] female), 571 older adults from ADNI (mean [SD] age, 72.8 [7.3] years; 274 [48%] female), and 318 older adults from HABS (mean [SD] age, 72.4 [7.6] years; 194 [61%] female). Longitudinal increases in WMH volume were greater in individuals with CMBs compared with those without (DIAN: t = 3.2 [P = .001]; ADNI: t = 2.7 [P = .008]), associated with longitudinal decreases in gray matter volume (DIAN: t = -3.1 [P = .002]; ADNI: t = -5.6 [P < .001]; HABS: t = -2.2 [P = .03]), greater in older individuals (DIAN: t = 6.8 [P < .001]; ADNI: t = 9.1 [P < .001]; HABS: t = 5.4 [P < .001]), and not associated with systemic vascular risk (DIAN: t = 0.7 [P = .40]; ADNI: t = 0.6 [P = .50]; HABS: t = 1.8 [P = .06]) in individuals with ADAD and LOAD after accounting for age, gray matter volume, CMB presence, and amyloid burden. In older adults without CMBs at baseline, greater WMH volume was associated with CMB development during longitudinal follow-up (Cox proportional hazards regression model hazard ratio, 2.63; 95% CI, 1.72-4.03; P < .001). Conclusions and Relevance The findings suggest that increased WMH volume in AD is associated with neurodegeneration and parenchymal and vessel amyloidosis but not with elevated systemic vascular risk. Additionally, increased WMH volume may represent an early sign of vessel amyloidosis preceding the emergence of CMBs.
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Affiliation(s)
- Zahra Shirzadi
- Massachusetts General Hospital, Brigham and Women’s Hospital, Harvard Medical School, Boston
| | - Stephanie A. Schultz
- Massachusetts General Hospital, Brigham and Women’s Hospital, Harvard Medical School, Boston
| | - Wai-Ying W. Yau
- Massachusetts General Hospital, Brigham and Women’s Hospital, Harvard Medical School, Boston
| | | | - Colleen D. Fitzpatrick
- Massachusetts General Hospital, Brigham and Women’s Hospital, Harvard Medical School, Boston
| | - Raina Levin
- Massachusetts General Hospital, Brigham and Women’s Hospital, Harvard Medical School, Boston
| | - Kejal Kantarci
- Department of Radiology, Mayo Clinic, Rochester, Minnesota
| | | | | | | | - Jason Hassenstab
- Washington University in St Louis School of Medicine, St Louis, Missouri
| | - Mathias Jucker
- Department of Cellular Neurology, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Tübingen, Germany
| | - John C. Morris
- Washington University in St Louis School of Medicine, St Louis, Missouri
| | - Chengjie Xiong
- Washington University in St Louis School of Medicine, St Louis, Missouri
| | - Celeste M. Karch
- Washington University in St Louis School of Medicine, St Louis, Missouri
| | | | - Brian A. Gordon
- Washington University in St Louis School of Medicine, St Louis, Missouri
| | - Peter R. Schofield
- Neuroscience Research Australia, Sydney, New South Wales, Australia
- School of Biomedical Sciences, University of New South Wales, Sydney, New South Wales, Australia
| | | | - Richard J. Perrin
- Washington University in St Louis School of Medicine, St Louis, Missouri
| | - Eric McDade
- Washington University in St Louis School of Medicine, St Louis, Missouri
| | - Johannes Levin
- Department of Neurology, Ludwig-Maximilians-Universität München, German Center for Neurodegenerative Diseases, site Munich, Munich Cluster for Systems Neurology, Munich, Germany
| | - Carlos Cruchaga
- Washington University in St Louis School of Medicine, St Louis, Missouri
| | | | - Nick C. Fox
- UK Dementia Research Institute, University College London, London, United Kingdom
| | - Alison Goate
- Washington University in St Louis School of Medicine, St Louis, Missouri
| | - Gregory S. Day
- Department of Neurology, Mayo Clinic, Jacksonville, Florida
| | - Robert Koeppe
- Department of Radiology, University of Michigan, Ann Arbor
| | - Helena C. Chui
- Keck School of Medicine, University of Southern California, Los Angeles
| | - Sarah Berman
- Department of Neurology, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Hiroshi Mori
- Osaka Metropolitan University Medical School, Osaka, Nagaoka Sutoku University, Osaka City, Niigata, Japan
| | | | - Jae-Hong Lee
- Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Pedro Rosa-Neto
- Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada
| | - Myuri Ruthirakuhan
- Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada
| | - Che-Yuan Wu
- Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada
| | - Walter Swardfager
- Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada
| | | | - Hamid R. Sohrabi
- Centre for Healthy Ageing, School of Psychology, Health Future Institute, Murdoch University, Perth, Western Australia, Australia
| | - Ralph N. Martins
- School of Medical and Health Sciences, Edith Cowan University, Perth, Western Australia, Australia
| | - Randall J. Bateman
- Washington University in St Louis School of Medicine, St Louis, Missouri
| | - Keith A. Johnson
- Massachusetts General Hospital, Brigham and Women’s Hospital, Harvard Medical School, Boston
| | - Reisa A. Sperling
- Massachusetts General Hospital, Brigham and Women’s Hospital, Harvard Medical School, Boston
| | - Steven M. Greenberg
- Massachusetts General Hospital, Brigham and Women’s Hospital, Harvard Medical School, Boston
| | - Aaron P. Schultz
- Massachusetts General Hospital, Brigham and Women’s Hospital, Harvard Medical School, Boston
| | - Jasmeer P. Chhatwal
- Massachusetts General Hospital, Brigham and Women’s Hospital, Harvard Medical School, Boston
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21
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Cheung WL, Hon KL, Leung KKY, Hui WF, Wong JJM, Lee JH, Kwok SC, Ip P. Moral distress and psychological status among healthcare workers in a newly established paediatric intensive care unit. Hong Kong Med J 2023; 29:489-497. [PMID: 38111367 DOI: 10.12809/hkmj209246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2023] Open
Abstract
INTRODUCTION Healthcare workers in intensive care units often experience moral distress, depression, and stress-related symptoms. These conditions can lower staff retention and influence the quality of patient care. This study aimed to evaluate the prevalence of moral distress and psychological status among healthcare workers in a newly established paediatric intensive care unit (PICU) in Hong Kong. METHODS A cross-sectional questionnaire survey was conducted in the PICU of the Hong Kong Children's Hospital; healthcare workers (doctors, nurses and allied health professionals) were invited to participate. The Revised Moral Distress Scale (MDS-R) Paediatric Version and Depression Anxiety and Stress Scale-21 items were used to assess moral distress and psychological status, respectively. Demographic characteristics were examined in relation to moral distress, depression, anxiety, and stress scores to identify risk factors for poor psychological outcomes. Correlations of moral distress with depression, anxiety, and stress were examined. RESULTS Forty-six healthcare workers completed the survey. The overall median MDS-R moral distress score was 71. Nurses had a significantly higher median moral distress score, compared with doctors and allied health professionals (102 vs 47 vs 20). Nurses also had the highest median anxiety and stress scores (11 and 20, respectively). Moral distress scores were correlated with depression (r=0.445; P=0.002) and anxiety scores (r=0.417; P<0.05). Healthcare workers intending to quit their jobs had significantly higher moral distress scores (P<0.05). CONCLUSION Among PICU healthcare workers, nurses had the highest level of moral distress. Moral distress was associated with greater depression, anxiety, and intention to quit. Healthcare workers need support and a sustainable working environment to cope with moral distress.
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Affiliation(s)
- W L Cheung
- Department of Paediatrics and Adolescent Medicine, Hong Kong Children's Hospital, Hong Kong SAR, China
| | - K L Hon
- Department of Paediatrics and Adolescent Medicine, Hong Kong Children's Hospital, Hong Kong SAR, China
| | - K K Y Leung
- Department of Paediatrics and Adolescent Medicine, Hong Kong Children's Hospital, Hong Kong SAR, China
| | - W F Hui
- Department of Paediatrics and Adolescent Medicine, Hong Kong Children's Hospital, Hong Kong SAR, China
| | - J J M Wong
- Children's Intensive Care Unit, Department of Paediatric Subspecialties, KK Women's and Children's Hospital, Singapore
| | - J H Lee
- Children's Intensive Care Unit, Department of Paediatric Subspecialties, KK Women's and Children's Hospital, Singapore
| | - S C Kwok
- Nursing Services Division, Hong Kong Children's Hospital, Hong Kong SAR, China
| | - P Ip
- Department of Paediatrics and Adolescent Medicine, The University of Hong Kong, Hong Kong SAR, China
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22
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Lee JH, Kim YT, Jeong SN. Alveolar ridge preservation of damaged or periodontally compromised extraction sockets with bovine- and porcine-derived block bone substitutes: A retrospective case-control study. Clin Implant Dent Relat Res 2023; 25:1033-1043. [PMID: 37431152 DOI: 10.1111/cid.13246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 05/30/2023] [Accepted: 06/23/2023] [Indexed: 07/12/2023]
Abstract
PURPOSE Alveolar ridge preservation (ARP) was introduced to minimize postextraction alveolar bone loss and extraction socket remodeling; however, current knowledge of the ARP procedure for nonintact extraction sockets is still limited and inconclusive. This retrospective study aimed to evaluate the difference between using deproteinized bovine bone mineral with 10% collagen (DBBM-C) and deproteinized porcine bone mineral with 10% collagen (DPBM-C) when performing ARP procedures in damaged or periodontally compromised extraction sockets based on clinical, radiographic, and profilometric outcomes. METHODS In total, 108 extraction sockets were grafted with 67 DBBM-C and 41 DPBM-C. Changes in radiographic (horizontal width and vertical height) and profilometric outcomes were measured after the ARP procedure and before the implant surgery. Postoperative discomfort (including the severity and duration of pain and swelling), early wound healing outcomes (including spontaneous bleeding and persistent swelling), implant stability, and treatment modalities for implant placement were also assessed. RESULTS Radiographically, the DBBM-C group decreased by -1.70 ± 2.26 mm (-21.50%) and - 1.39 ± 1.85 mm (-30.47%) horizontally and vertically, and the corresponding DPBM-C group decreased by -1.66 ± 1.80 mm (-20.82%) and -1.44 ± 1.97 mm (-27.89%) horizontally and vertically at an average of 5.6 months. There were no serious or adverse complications in any of the cases, and none of the measured parameters differed significantly between the groups. CONCLUSION Within the limitations of this study, ARP with DBBM-C and DPBM-C showed similar clinical, radiographic, and profilometric outcomes in nonintact extraction sockets.
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Affiliation(s)
- Jae-Hong Lee
- Department of Periodontology, College of Dentistry and Institute of Oral Bioscience, Jeonbuk National University, Jeonju, South Korea
| | - Yeon-Tae Kim
- Department of Periodontology, Daejeon Dental Hospital, Institute of Wonkwang Dental Research, Wonkwang University College of Dentistry, Daejeon, South Korea
| | - Seong-Nyum Jeong
- Department of Periodontology, Daejeon Dental Hospital, Institute of Wonkwang Dental Research, Wonkwang University College of Dentistry, Daejeon, South Korea
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23
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Moon HH, Jin K, Choi YJ, Cho KJ, Lee YS, Lee JH. Imaging findings of granular cell tumours of the head and neck. Clin Radiol 2023; 78:e1075-e1080. [PMID: 37806818 DOI: 10.1016/j.crad.2023.09.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 08/08/2023] [Accepted: 09/02/2023] [Indexed: 10/10/2023]
Abstract
AIM To review the imaging characteristics of granular cell tumours in the head and neck and assess their associations with pathological findings. MATERIALS AND METHODS Eleven patients (10 [91%] women, mean age 43 years) with histopathologically confirmed granular cell tumours were included in this study. Preoperative imaging studies were performed, including computed tomography (CT), magnetic resonance imaging (MRI), or ultrasound. The location of the tumours, their imaging features, and histopathological findings were analysed. RESULTS Among the 11 granular cell tumours, four (36%), three (27%), and two (18%) tumours were found in the submucosal layer, subcutaneous layer, and intramuscular area, respectively. On CT, all tumours exhibited homogeneous iso-attenuating enhancement compared with adjacent muscle, and nine out of the 11 tumours (81%) demonstrated well-defined margins. On T2-weighted imaging (T2WI), four out of five tumours (80%) demonstrated iso-signal intensity compared with adjacent muscles, and four tumours (80%) exhibited homogeneous signal intensity. The apparent diffusion coefficient (ADC) values ranged from 0.68-0.81 × 10-3 mm2/s. Histopathological examination revealed densely packed tumour cells with variable amounts of fibrous stroma. CONCLUSION Granular cell tumours were characterised by well-defined and iso-signals on T2WI and low mean ADC values, and were predominantly located in the submucosal, subcutaneous, or intramuscular areas in middle-aged women. The characteristic locations, demographic characteristics, and imaging findings can help to differentiate granular cell tumours from other soft-tissue tumours in the head and neck.
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Affiliation(s)
- H H Moon
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea
| | - K Jin
- Department of Health Care Center, Konkuk University School of Medicine, Seoul, Republic of Korea
| | - Y J Choi
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea.
| | - K-J Cho
- Department of Pathology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea
| | - Y S Lee
- Department of Otolaryngology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea
| | - J H Lee
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea
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24
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Abdulhamid MI, Aboona BE, Adam J, Adams JR, Agakishiev G, Aggarwal I, Aggarwal MM, Ahammed Z, Aitbaev A, Alekseev I, Anderson DM, Aparin A, Aslam S, Atchison J, Averichev GS, Bairathi V, Baker W, Cap JGB, Barish K, Bhagat P, Bhasin A, Bhatta S, Bordyuzhin IG, Brandenburg JD, Brandin AV, Cai XZ, Caines H, Sánchez MCDLB, Cebra D, Ceska J, Chakaberia I, Chan BK, Chang Z, Chatterjee A, Chen D, Chen J, Chen JH, Chen Z, Cheng J, Cheng Y, Choudhury S, Christie W, Chu X, Crawford HJ, Dale-Gau G, Das A, Daugherity M, Dedovich TG, Deppner IM, Derevschikov AA, Dhamija A, Di Carlo L, Dixit P, Dong X, Drachenberg JL, Duckworth E, Dunlop JC, Engelage J, Eppley G, Esumi S, Evdokimov O, Ewigleben A, Eyser O, Fatemi R, Fazio S, Feng CJ, Feng Y, Finch E, Fisyak Y, Flor FA, Fu C, Gao T, Geurts F, Ghimire N, Gibson A, Gopal K, Gou X, Grosnick D, Gupta A, Hamed A, Han Y, Harasty MD, Harris JW, Harrison-Smith H, He W, He XH, He Y, Hu C, Hu Q, Hu Y, Huang H, Huang HZ, Huang SL, Huang T, Huang X, Huang Y, Huang Y, Humanic TJ, Isenhower D, Isshiki M, Jacobs WW, Jalotra A, Jena C, Ji Y, Jia J, Jin C, Ju X, Judd EG, Kabana S, Kabir ML, Kalinkin D, Kang K, Kapukchyan D, Kauder K, Keane D, Kechechyan A, Kelsey M, Kimelman B, Kiselev A, Knospe AG, Ko HS, Kochenda L, Korobitsin AA, Kravtsov P, Kumar L, Kumar S, Elayavalli RK, Lacey R, Landgraf JM, Lebedev A, Lednicky R, Lee JH, Leung YH, Lewis N, Li C, Li W, Li X, Li Y, Li Y, Li Z, Liang X, Liang Y, Lin T, Liu C, Liu F, Liu G, Liu H, Liu H, Liu L, Liu T, Liu X, Liu Y, Liu Z, Ljubicic T, Llope WJ, Lomicky O, Longacre RS, Loyd EM, Lu T, Lukow NS, Luo XF, Luong VB, Ma L, Ma R, Ma YG, Magdy N, Mallick D, Margetis S, Matis HS, Mazer JA, McNamara G, Mi K, Minaev NG, Mohanty B, Mondal MM, Mooney I, Morozov DA, Mudrokh A, Nagy MI, Nain AS, Nam JD, Nasim M, Neff D, Nelson JM, Nemes DB, Nie M, Nigmatkulov G, Niida T, Nishitani R, Nogach LV, Nonaka T, Odyniec G, Ogawa A, Oh S, Okorokov VA, Okubo K, Page BS, Pak R, Pan J, Pandav A, Pandey AK, Panebratsev Y, Pani T, Parfenov P, Paul A, Perkins C, Pokhrel BR, Posik M, Protzman T, Pruthi NK, Putschke J, Qin Z, Qiu H, Quintero A, Racz C, Radhakrishnan SK, Raha N, Ray RL, Ritter HG, Robertson CW, Rogachevsky OV, Aguilar MAR, Roy D, Ruan L, Sahoo AK, Sahoo NR, Sako H, Salur S, Samigullin E, Sato S, Schmidke WB, Schmitz N, Seger J, Seto R, Seyboth P, Shah N, Shahaliev E, Shanmuganathan PV, Shao T, Sharma M, Sharma N, Sharma R, Sharma SR, Sheikh AI, Shen D, Shen DY, Shen K, Shi SS, Shi Y, Shou QY, Si F, Singh J, Singha S, Sinha P, Skoby MJ, Söhngen Y, Song Y, Srivastava B, Stanislaus TDS, Stewart DJ, Strikhanov M, Stringfellow B, Su Y, Sun C, Sun X, Sun Y, Sun Y, Surrow B, Svirida DN, Sweger ZW, Tamis A, Tang AH, Tang Z, Taranenko A, Tarnowsky T, Thomas JH, Tlusty D, Todoroki T, Tokarev MV, Tomkiel CA, Trentalange S, Tribble RE, Tribedy P, Tsai OD, Tsang CY, Tu Z, Tyler J, Ullrich T, Underwood DG, Upsal I, Van Buren G, Vasiliev AN, Verkest V, Videbæk F, Vokal S, Voloshin SA, Wang F, Wang G, Wang JS, Wang J, Wang X, Wang Y, Wang Y, Wang Y, Wang Z, Webb JC, Weidenkaff PC, Westfall GD, Wieman H, Wilks G, Wissink SW, Wu J, Wu J, Wu X, Wu X, Wu Y, Xi B, Xiao ZG, Xie G, Xie W, Xu H, Xu N, Xu QH, Xu Y, Xu Y, Xu Z, Xu Z, Yan G, Yan Z, Yang C, Yang Q, Yang S, Yang Y, Ye Z, Ye Z, Yi L, Yip K, Yu Y, Zha W, Zhang C, Zhang D, Zhang J, Zhang S, Zhang W, Zhang X, Zhang Y, Zhang Y, Zhang Y, Zhang Y, Zhang ZJ, Zhang Z, Zhang Z, Zhao F, Zhao J, Zhao M, Zhou C, Zhou J, Zhou S, Zhou Y, Zhu X, Zurek M, Zyzak M. Hyperon Polarization along the Beam Direction Relative to the Second and Third Harmonic Event Planes in Isobar Collisions at sqrt[s_{NN}]=200 GeV. Phys Rev Lett 2023; 131:202301. [PMID: 38039468 DOI: 10.1103/physrevlett.131.202301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 07/07/2023] [Accepted: 10/03/2023] [Indexed: 12/03/2023]
Abstract
The polarization of Λ and Λ[over ¯] hyperons along the beam direction has been measured relative to the second and third harmonic event planes in isobar Ru+Ru and Zr+Zr collisions at sqrt[s_{NN}]=200 GeV. This is the first experimental evidence of the hyperon polarization by the triangular flow originating from the initial density fluctuations. The amplitudes of the sine modulation for the second and third harmonic results are comparable in magnitude, increase from central to peripheral collisions, and show a mild p_{T} dependence. The azimuthal angle dependence of the polarization follows the vorticity pattern expected due to elliptic and triangular anisotropic flow, and qualitatively disagrees with most hydrodynamic model calculations based on thermal vorticity and shear induced contributions. The model results based on one of existing implementations of the shear contribution lead to a correct azimuthal angle dependence, but predict centrality and p_{T} dependence that still disagree with experimental measurements. Thus, our results provide stringent constraints on the thermal vorticity and shear-induced contributions to hyperon polarization. Comparison to previous measurements at RHIC and the LHC for the second-order harmonic results shows little dependence on the collision system size and collision energy.
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Affiliation(s)
| | - B E Aboona
- Texas A&M University, College Station, Texas 77843
| | - J Adam
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - J R Adams
- The Ohio State University, Columbus, Ohio 43210
| | - G Agakishiev
- Joint Institute for Nuclear Research, Dubna 141 980
| | - I Aggarwal
- Panjab University, Chandigarh 160014, India
| | | | - Z Ahammed
- Variable Energy Cyclotron Centre, Kolkata 700064, India
| | - A Aitbaev
- Joint Institute for Nuclear Research, Dubna 141 980
| | - I Alekseev
- Alikhanov Institute for Theoretical and Experimental Physics NRC "Kurchatov Institute," Moscow 117218
- National Research Nuclear University MEPhI, Moscow 115409
| | - D M Anderson
- Texas A&M University, College Station, Texas 77843
| | - A Aparin
- Joint Institute for Nuclear Research, Dubna 141 980
| | - S Aslam
- Indian Institute Technology, Patna, Bihar 801106, India
| | - J Atchison
- Abilene Christian University, Abilene, Texas 79699
| | | | - V Bairathi
- Instituto de Alta Investigación, Universidad de Tarapacá, Arica 1000000, Chile
| | - W Baker
- University of California, Riverside, California 92521
| | | | - K Barish
- University of California, Riverside, California 92521
| | - P Bhagat
- University of Jammu, Jammu 180001, India
| | - A Bhasin
- University of Jammu, Jammu 180001, India
| | - S Bhatta
- State University of New York, Stony Brook, New York 11794
| | - I G Bordyuzhin
- Alikhanov Institute for Theoretical and Experimental Physics NRC "Kurchatov Institute," Moscow 117218
| | | | - A V Brandin
- National Research Nuclear University MEPhI, Moscow 115409
| | - X Z Cai
- Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800
| | - H Caines
- Yale University, New Haven, Connecticut 06520
| | | | - D Cebra
- University of California, Davis, California 95616
| | - J Ceska
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - I Chakaberia
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - B K Chan
- University of California, Los Angeles, California 90095
| | - Z Chang
- Indiana University, Bloomington, Indiana 47408
| | - A Chatterjee
- National Institute of Technology Durgapur, Durgapur-713209, India
| | - D Chen
- University of California, Riverside, California 92521
| | - J Chen
- Shandong University, Qingdao, Shandong 266237
| | - J H Chen
- Fudan University, Shanghai, 200433
| | - Z Chen
- Shandong University, Qingdao, Shandong 266237
| | - J Cheng
- Tsinghua University, Beijing 100084
| | - Y Cheng
- University of California, Los Angeles, California 90095
| | | | - W Christie
- Brookhaven National Laboratory, Upton, New York 11973
| | - X Chu
- Brookhaven National Laboratory, Upton, New York 11973
| | - H J Crawford
- University of California, Berkeley, California 94720
| | - G Dale-Gau
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - A Das
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - M Daugherity
- Abilene Christian University, Abilene, Texas 79699
| | - T G Dedovich
- Joint Institute for Nuclear Research, Dubna 141 980
| | - I M Deppner
- University of Heidelberg, Heidelberg 69120, Germany
| | - A A Derevschikov
- NRC "Kurchatov Institute," Institute of High Energy Physics, Protvino 142281
| | - A Dhamija
- Panjab University, Chandigarh 160014, India
| | - L Di Carlo
- Wayne State University, Detroit, Michigan 48201
| | - P Dixit
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - X Dong
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | | | | | - J C Dunlop
- Brookhaven National Laboratory, Upton, New York 11973
| | - J Engelage
- University of California, Berkeley, California 94720
| | - G Eppley
- Rice University, Houston, Texas 77251
| | - S Esumi
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - O Evdokimov
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - A Ewigleben
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - O Eyser
- Brookhaven National Laboratory, Upton, New York 11973
| | - R Fatemi
- University of Kentucky, Lexington, Kentucky 40506-0055
| | - S Fazio
- University of Calabria & INFN-Cosenza, Rende 87036, Italy
| | - C J Feng
- National Cheng Kung University, Tainan 70101
| | - Y Feng
- Purdue University, West Lafayette, Indiana 47907
| | - E Finch
- Southern Connecticut State University, New Haven, Connecticut 06515
| | - Y Fisyak
- Brookhaven National Laboratory, Upton, New York 11973
| | - F A Flor
- Yale University, New Haven, Connecticut 06520
| | - C Fu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - T Gao
- Shandong University, Qingdao, Shandong 266237
| | - F Geurts
- Rice University, Houston, Texas 77251
| | - N Ghimire
- Temple University, Philadelphia, Pennsylvania 19122
| | - A Gibson
- Valparaiso University, Valparaiso, Indiana 46383
| | - K Gopal
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - X Gou
- Shandong University, Qingdao, Shandong 266237
| | - D Grosnick
- Valparaiso University, Valparaiso, Indiana 46383
| | - A Gupta
- University of Jammu, Jammu 180001, India
| | - A Hamed
- American University in Cairo, New Cairo 11835, Egypt
| | - Y Han
- Rice University, Houston, Texas 77251
| | - M D Harasty
- University of California, Davis, California 95616
| | - J W Harris
- Yale University, New Haven, Connecticut 06520
| | | | - W He
- Fudan University, Shanghai, 200433
| | - X H He
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y He
- Shandong University, Qingdao, Shandong 266237
| | - C Hu
- University of Chinese Academy of Sciences, Beijing 101408
| | - Q Hu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Hu
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - H Huang
- National Cheng Kung University, Tainan 70101
| | - H Z Huang
- University of California, Los Angeles, California 90095
| | - S L Huang
- State University of New York, Stony Brook, New York 11794
| | - T Huang
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - X Huang
- Tsinghua University, Beijing 100084
| | - Y Huang
- Tsinghua University, Beijing 100084
| | - Y Huang
- Central China Normal University, Wuhan, Hubei 430079
| | - T J Humanic
- The Ohio State University, Columbus, Ohio 43210
| | - D Isenhower
- Abilene Christian University, Abilene, Texas 79699
| | - M Isshiki
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - W W Jacobs
- Indiana University, Bloomington, Indiana 47408
| | - A Jalotra
- University of Jammu, Jammu 180001, India
| | - C Jena
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - Y Ji
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - J Jia
- Brookhaven National Laboratory, Upton, New York 11973
- State University of New York, Stony Brook, New York 11794
| | - C Jin
- Rice University, Houston, Texas 77251
| | - X Ju
- University of Science and Technology of China, Hefei, Anhui 230026
| | - E G Judd
- University of California, Berkeley, California 94720
| | - S Kabana
- Instituto de Alta Investigación, Universidad de Tarapacá, Arica 1000000, Chile
| | - M L Kabir
- University of California, Riverside, California 92521
| | - D Kalinkin
- University of Kentucky, Lexington, Kentucky 40506-0055
| | - K Kang
- Tsinghua University, Beijing 100084
| | - D Kapukchyan
- University of California, Riverside, California 92521
| | - K Kauder
- Brookhaven National Laboratory, Upton, New York 11973
| | - D Keane
- Kent State University, Kent, Ohio 44242
| | - A Kechechyan
- Joint Institute for Nuclear Research, Dubna 141 980
| | - M Kelsey
- Wayne State University, Detroit, Michigan 48201
| | - B Kimelman
- University of California, Davis, California 95616
| | - A Kiselev
- Brookhaven National Laboratory, Upton, New York 11973
| | - A G Knospe
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - H S Ko
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - L Kochenda
- National Research Nuclear University MEPhI, Moscow 115409
| | | | - P Kravtsov
- National Research Nuclear University MEPhI, Moscow 115409
| | - L Kumar
- Panjab University, Chandigarh 160014, India
| | - S Kumar
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | | | - R Lacey
- State University of New York, Stony Brook, New York 11794
| | - J M Landgraf
- Brookhaven National Laboratory, Upton, New York 11973
| | - A Lebedev
- Brookhaven National Laboratory, Upton, New York 11973
| | - R Lednicky
- Joint Institute for Nuclear Research, Dubna 141 980
| | - J H Lee
- Brookhaven National Laboratory, Upton, New York 11973
| | - Y H Leung
- University of Heidelberg, Heidelberg 69120, Germany
| | - N Lewis
- Brookhaven National Laboratory, Upton, New York 11973
| | - C Li
- Shandong University, Qingdao, Shandong 266237
| | - W Li
- Rice University, Houston, Texas 77251
| | - X Li
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Li
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Li
- Tsinghua University, Beijing 100084
| | - Z Li
- University of Science and Technology of China, Hefei, Anhui 230026
| | - X Liang
- University of California, Riverside, California 92521
| | - Y Liang
- Kent State University, Kent, Ohio 44242
| | - T Lin
- Shandong University, Qingdao, Shandong 266237
| | - C Liu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - F Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - G Liu
- South China Normal University, Guangzhou, Guangdong 510631
| | - H Liu
- Indiana University, Bloomington, Indiana 47408
| | - H Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - L Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - T Liu
- Yale University, New Haven, Connecticut 06520
| | - X Liu
- The Ohio State University, Columbus, Ohio 43210
| | - Y Liu
- Texas A&M University, College Station, Texas 77843
| | - Z Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - T Ljubicic
- Brookhaven National Laboratory, Upton, New York 11973
| | - W J Llope
- Wayne State University, Detroit, Michigan 48201
| | - O Lomicky
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - R S Longacre
- Brookhaven National Laboratory, Upton, New York 11973
| | - E M Loyd
- University of California, Riverside, California 92521
| | - T Lu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - N S Lukow
- Temple University, Philadelphia, Pennsylvania 19122
| | - X F Luo
- Central China Normal University, Wuhan, Hubei 430079
| | - V B Luong
- Joint Institute for Nuclear Research, Dubna 141 980
| | - L Ma
- Fudan University, Shanghai, 200433
| | - R Ma
- Brookhaven National Laboratory, Upton, New York 11973
| | - Y G Ma
- Fudan University, Shanghai, 200433
| | - N Magdy
- State University of New York, Stony Brook, New York 11794
| | - D Mallick
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | | | - H S Matis
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - J A Mazer
- Rutgers University, Piscataway, New Jersey 08854
| | - G McNamara
- Wayne State University, Detroit, Michigan 48201
| | - K Mi
- Central China Normal University, Wuhan, Hubei 430079
| | - N G Minaev
- NRC "Kurchatov Institute," Institute of High Energy Physics, Protvino 142281
| | - B Mohanty
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | - M M Mondal
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | - I Mooney
- Yale University, New Haven, Connecticut 06520
| | - D A Morozov
- NRC "Kurchatov Institute," Institute of High Energy Physics, Protvino 142281
| | - A Mudrokh
- Joint Institute for Nuclear Research, Dubna 141 980
| | - M I Nagy
- ELTE Eötvös Loránd University, Budapest, Hungary H-1117
| | - A S Nain
- Panjab University, Chandigarh 160014, India
| | - J D Nam
- Temple University, Philadelphia, Pennsylvania 19122
| | - M Nasim
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - D Neff
- University of California, Los Angeles, California 90095
| | - J M Nelson
- University of California, Berkeley, California 94720
| | - D B Nemes
- Yale University, New Haven, Connecticut 06520
| | - M Nie
- Shandong University, Qingdao, Shandong 266237
| | - G Nigmatkulov
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - T Niida
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - R Nishitani
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - L V Nogach
- NRC "Kurchatov Institute," Institute of High Energy Physics, Protvino 142281
| | - T Nonaka
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - G Odyniec
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - A Ogawa
- Brookhaven National Laboratory, Upton, New York 11973
| | - S Oh
- Sejong University, Seoul 05006, South Korea
| | - V A Okorokov
- National Research Nuclear University MEPhI, Moscow 115409
| | - K Okubo
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - B S Page
- Brookhaven National Laboratory, Upton, New York 11973
| | - R Pak
- Brookhaven National Laboratory, Upton, New York 11973
| | - J Pan
- Texas A&M University, College Station, Texas 77843
| | - A Pandav
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | - A K Pandey
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | | | - T Pani
- Rutgers University, Piscataway, New Jersey 08854
| | - P Parfenov
- National Research Nuclear University MEPhI, Moscow 115409
| | - A Paul
- University of California, Riverside, California 92521
| | - C Perkins
- University of California, Berkeley, California 94720
| | - B R Pokhrel
- Temple University, Philadelphia, Pennsylvania 19122
| | - M Posik
- Temple University, Philadelphia, Pennsylvania 19122
| | - T Protzman
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - N K Pruthi
- Panjab University, Chandigarh 160014, India
| | - J Putschke
- Wayne State University, Detroit, Michigan 48201
| | - Z Qin
- Tsinghua University, Beijing 100084
| | - H Qiu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - A Quintero
- Temple University, Philadelphia, Pennsylvania 19122
| | - C Racz
- University of California, Riverside, California 92521
| | | | - N Raha
- Wayne State University, Detroit, Michigan 48201
| | - R L Ray
- University of Texas, Austin, Texas 78712
| | - H G Ritter
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | | | | | | | - D Roy
- Rutgers University, Piscataway, New Jersey 08854
| | - L Ruan
- Brookhaven National Laboratory, Upton, New York 11973
| | - A K Sahoo
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - N R Sahoo
- Texas A&M University, College Station, Texas 77843
| | - H Sako
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - S Salur
- Rutgers University, Piscataway, New Jersey 08854
| | - E Samigullin
- Alikhanov Institute for Theoretical and Experimental Physics NRC "Kurchatov Institute," Moscow 117218
| | - S Sato
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - W B Schmidke
- Brookhaven National Laboratory, Upton, New York 11973
| | - N Schmitz
- Max-Planck-Institut für Physik, Munich 80805, Germany
| | - J Seger
- Creighton University, Omaha, Nebraska 68178
| | - R Seto
- University of California, Riverside, California 92521
| | - P Seyboth
- Max-Planck-Institut für Physik, Munich 80805, Germany
| | - N Shah
- Indian Institute Technology, Patna, Bihar 801106, India
| | - E Shahaliev
- Joint Institute for Nuclear Research, Dubna 141 980
| | | | - T Shao
- Fudan University, Shanghai, 200433
| | - M Sharma
- University of Jammu, Jammu 180001, India
| | - N Sharma
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - R Sharma
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - S R Sharma
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | | | - D Shen
- Shandong University, Qingdao, Shandong 266237
| | - D Y Shen
- Fudan University, Shanghai, 200433
| | - K Shen
- University of Science and Technology of China, Hefei, Anhui 230026
| | - S S Shi
- Central China Normal University, Wuhan, Hubei 430079
| | - Y Shi
- Shandong University, Qingdao, Shandong 266237
| | - Q Y Shou
- Fudan University, Shanghai, 200433
| | - F Si
- University of Science and Technology of China, Hefei, Anhui 230026
| | - J Singh
- Panjab University, Chandigarh 160014, India
| | - S Singha
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - P Sinha
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - M J Skoby
- Ball State University, Muncie, Indiana 47306
- Purdue University, West Lafayette, Indiana 47907
| | - Y Söhngen
- University of Heidelberg, Heidelberg 69120, Germany
| | - Y Song
- Yale University, New Haven, Connecticut 06520
| | - B Srivastava
- Purdue University, West Lafayette, Indiana 47907
| | | | - D J Stewart
- Wayne State University, Detroit, Michigan 48201
| | - M Strikhanov
- National Research Nuclear University MEPhI, Moscow 115409
| | | | - Y Su
- University of Science and Technology of China, Hefei, Anhui 230026
| | - C Sun
- State University of New York, Stony Brook, New York 11794
| | - X Sun
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Sun
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Sun
- Huzhou University, Huzhou, Zhejiang 313000
| | - B Surrow
- Temple University, Philadelphia, Pennsylvania 19122
| | - D N Svirida
- Alikhanov Institute for Theoretical and Experimental Physics NRC "Kurchatov Institute," Moscow 117218
| | - Z W Sweger
- University of California, Davis, California 95616
| | - A Tamis
- Yale University, New Haven, Connecticut 06520
| | - A H Tang
- Brookhaven National Laboratory, Upton, New York 11973
| | - Z Tang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - A Taranenko
- National Research Nuclear University MEPhI, Moscow 115409
| | - T Tarnowsky
- Michigan State University, East Lansing, Michigan 48824
| | - J H Thomas
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - D Tlusty
- Creighton University, Omaha, Nebraska 68178
| | - T Todoroki
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - M V Tokarev
- Joint Institute for Nuclear Research, Dubna 141 980
| | - C A Tomkiel
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - S Trentalange
- University of California, Los Angeles, California 90095
| | - R E Tribble
- Texas A&M University, College Station, Texas 77843
| | - P Tribedy
- Brookhaven National Laboratory, Upton, New York 11973
| | - O D Tsai
- Brookhaven National Laboratory, Upton, New York 11973
- University of California, Los Angeles, California 90095
| | - C Y Tsang
- Brookhaven National Laboratory, Upton, New York 11973
- Kent State University, Kent, Ohio 44242
| | - Z Tu
- Brookhaven National Laboratory, Upton, New York 11973
| | - J Tyler
- Texas A&M University, College Station, Texas 77843
| | - T Ullrich
- Brookhaven National Laboratory, Upton, New York 11973
| | - D G Underwood
- Argonne National Laboratory, Argonne, Illinois 60439
- Valparaiso University, Valparaiso, Indiana 46383
| | - I Upsal
- University of Science and Technology of China, Hefei, Anhui 230026
| | - G Van Buren
- Brookhaven National Laboratory, Upton, New York 11973
| | - A N Vasiliev
- National Research Nuclear University MEPhI, Moscow 115409
- NRC "Kurchatov Institute," Institute of High Energy Physics, Protvino 142281
| | - V Verkest
- Wayne State University, Detroit, Michigan 48201
| | - F Videbæk
- Brookhaven National Laboratory, Upton, New York 11973
| | - S Vokal
- Joint Institute for Nuclear Research, Dubna 141 980
| | | | - F Wang
- Purdue University, West Lafayette, Indiana 47907
| | - G Wang
- University of California, Los Angeles, California 90095
| | - J S Wang
- Huzhou University, Huzhou, Zhejiang 313000
| | - J Wang
- Shandong University, Qingdao, Shandong 266237
| | - X Wang
- Shandong University, Qingdao, Shandong 266237
| | - Y Wang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Wang
- Central China Normal University, Wuhan, Hubei 430079
| | - Y Wang
- Tsinghua University, Beijing 100084
| | - Z Wang
- Shandong University, Qingdao, Shandong 266237
| | - J C Webb
- Brookhaven National Laboratory, Upton, New York 11973
| | | | - G D Westfall
- Michigan State University, East Lansing, Michigan 48824
| | - H Wieman
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - G Wilks
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - S W Wissink
- Indiana University, Bloomington, Indiana 47408
| | - J Wu
- Central China Normal University, Wuhan, Hubei 430079
| | - J Wu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - X Wu
- University of California, Los Angeles, California 90095
| | - X Wu
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Wu
- University of California, Riverside, California 92521
| | - B Xi
- Fudan University, Shanghai, 200433
| | - Z G Xiao
- Tsinghua University, Beijing 100084
| | - G Xie
- University of Chinese Academy of Sciences, Beijing 101408
| | - W Xie
- Purdue University, West Lafayette, Indiana 47907
| | - H Xu
- Huzhou University, Huzhou, Zhejiang 313000
| | - N Xu
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - Q H Xu
- Shandong University, Qingdao, Shandong 266237
| | - Y Xu
- Shandong University, Qingdao, Shandong 266237
| | - Y Xu
- Central China Normal University, Wuhan, Hubei 430079
| | - Z Xu
- Brookhaven National Laboratory, Upton, New York 11973
| | - Z Xu
- University of California, Los Angeles, California 90095
| | - G Yan
- Shandong University, Qingdao, Shandong 266237
| | - Z Yan
- State University of New York, Stony Brook, New York 11794
| | - C Yang
- Shandong University, Qingdao, Shandong 266237
| | - Q Yang
- Shandong University, Qingdao, Shandong 266237
| | - S Yang
- South China Normal University, Guangzhou, Guangdong 510631
| | - Y Yang
- National Cheng Kung University, Tainan 70101
| | - Z Ye
- Rice University, Houston, Texas 77251
| | - Z Ye
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - L Yi
- Shandong University, Qingdao, Shandong 266237
| | - K Yip
- Brookhaven National Laboratory, Upton, New York 11973
| | - Y Yu
- Shandong University, Qingdao, Shandong 266237
| | - W Zha
- University of Science and Technology of China, Hefei, Anhui 230026
| | - C Zhang
- State University of New York, Stony Brook, New York 11794
| | - D Zhang
- Central China Normal University, Wuhan, Hubei 430079
| | - J Zhang
- Shandong University, Qingdao, Shandong 266237
| | - S Zhang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - W Zhang
- South China Normal University, Guangzhou, Guangdong 510631
| | - X Zhang
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Zhang
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Zhang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Zhang
- Shandong University, Qingdao, Shandong 266237
| | - Y Zhang
- Central China Normal University, Wuhan, Hubei 430079
| | - Z J Zhang
- National Cheng Kung University, Tainan 70101
| | - Z Zhang
- Brookhaven National Laboratory, Upton, New York 11973
| | - Z Zhang
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - F Zhao
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - J Zhao
- Fudan University, Shanghai, 200433
| | - M Zhao
- Brookhaven National Laboratory, Upton, New York 11973
| | - C Zhou
- Fudan University, Shanghai, 200433
| | - J Zhou
- University of Science and Technology of China, Hefei, Anhui 230026
| | - S Zhou
- Central China Normal University, Wuhan, Hubei 430079
| | - Y Zhou
- Central China Normal University, Wuhan, Hubei 430079
| | - X Zhu
- Tsinghua University, Beijing 100084
| | - M Zurek
- Argonne National Laboratory, Argonne, Illinois 60439
- Brookhaven National Laboratory, Upton, New York 11973
| | - M Zyzak
- Frankfurt Institute for Advanced Studies FIAS, Frankfurt 60438, Germany
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Park HY, Shim WH, Suh CH, Heo H, Oh HW, Kim J, Sung J, Lim JS, Lee JH, Kim HS, Kim SJ. Development and validation of an automatic classification algorithm for the diagnosis of Alzheimer's disease using a high-performance interpretable deep learning network. Eur Radiol 2023; 33:7992-8001. [PMID: 37170031 DOI: 10.1007/s00330-023-09708-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Revised: 03/01/2023] [Accepted: 03/18/2023] [Indexed: 05/13/2023]
Abstract
OBJECTIVES To develop and validate an automatic classification algorithm for diagnosing Alzheimer's disease (AD) or mild cognitive impairment (MCI). METHODS AND MATERIALS This study evaluated a high-performance interpretable network algorithm (TabNet) and compared its performance with that of XGBoost, a widely used classifier. Brain segmentation was performed using a commercially approved software. TabNet and XGBoost were trained on the volumes or radiomics features of 102 segmented regions for classifying subjects into AD, MCI, or cognitively normal (CN) groups. The diagnostic performances of the two algorithms were compared using areas under the curves (AUCs). Additionally, 20 deep learning-based AD signature areas were investigated. RESULTS Between December 2014 and March 2017, 161 AD, 153 MCI, and 306 CN cases were enrolled. Another 120 AD, 90 MCI, and 141 CN cases were included for the internal validation. Public datasets were used for external validation. TabNet with volume features had an AUC of 0.951 (95% confidence interval [CI], 0.947-0.955) for AD vs CN, which was similar to that of XGBoost (0.953 [95% CI, 0.951-0.955], p = 0.41). External validation revealed the similar performances of two classifiers using volume features (0.871 vs. 0.871, p = 0.86). Likewise, two algorithms showed similar performances with one another in classifying MCI. The addition of radiomics data did not improve the performance of TabNet. TabNet and XGBoost focused on the same 13/20 regions of interest, including the hippocampus, inferior lateral ventricle, and entorhinal cortex. CONCLUSIONS TabNet shows high performance in AD classification and detailed interpretation of the selected regions. CLINICAL RELEVANCE STATEMENT Using a high-performance interpretable deep learning network, the automatic classification algorithm assisted in accurate Alzheimer's disease detection using 3D T1-weighted brain MRI and detailed interpretation of the selected regions. KEY POINTS • MR volumetry data revealed that TabNet had a high diagnostic performance in differentiating Alzheimer's disease (AD) from cognitive normal cases, which was comparable with that of XGBoost. • The addition of radiomics data to the volume data did not improve the diagnostic performance of TabNet. • Both TabNet and XGBoost selected the clinically meaningful regions of interest in AD, including the hippocampus, inferior lateral ventricle, and entorhinal cortex.
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Affiliation(s)
- Ho Young Park
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Woo Hyun Shim
- Department of Convergence Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Chong Hyun Suh
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea.
| | - Hwon Heo
- Department of Convergence Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | | | | | | | - Jae-Sung Lim
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jae-Hong Lee
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Ho Sung Kim
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Sang Joon Kim
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
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26
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Choi KH, Mun SM, Seol Y, Lee YK, Lee JH, Lee IK, Lee YS, Jang H. The Role of Postoperative Radiotherapy in T4 Rectal Cancer with Synchronous Distant Metastasis. Int J Radiat Oncol Biol Phys 2023; 117:e288. [PMID: 37785066 DOI: 10.1016/j.ijrobp.2023.06.1279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) Studieson the role of surgery and local treatment in M1 rectal cancer have been actively studied recently. However, there is still controversy because no significant results have been reported for local control. The purpose of this study was to analyze the local control rates of postoperative radiotherapy for tumor stage T4 in M1 rectal cancer. MATERIALS/METHODS We investigated local recurrence after surgery for M1 rectal cancer that was operated at Seoul St. Mary's Hospital between 1995 and 2021. Locoregional recurrence rates were compared in patients who received postoperative pelvic radiotherapy and those who did not. In addition, an analytical comparison was performed only for patients with T4 rectal cancer. Statistical analysis was performed using the log rank test, and a p-value of less than 0.05 was considered significant. RESULTS During the investigation period, a total of 206 patients underwent surgery for M1 rectal cancer. There were 55 patients with T4 tumor stage. Of the 55 patients, 11 patients received radiotherapy after surgery, and 44 patients received systemic treatment such as chemotherapy after surgery without radiotherapy. During a median follow-up of 22 months, locoregional recurrence occurred in 1 (RT group) and 25 (no RT group) patients, respectively. Log-rank analysis of locoregional recurrence showed a significant difference between the two groups (p- value = 0.008). Death occurred in 10 (RT group) and 38 (no RT group) patients, respectively. The 2-year locoregional recurrence free-survival rates were 45.5% and 53.0%, respectively, and there was no significant difference between the two groups in the log-rank analysis. CONCLUSION Pelvic radiotherapy could be expected to improve locoregional recurrence in stage T4 of rectal cancer with synchronous distant metastasis. It would be warranted to prove this in a large-scale prospective study.
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Affiliation(s)
- K H Choi
- Department of Radiation Oncology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea, Republic of (South) Korea
| | - S M Mun
- Department of Radiation Oncology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea, Republic of (South) Korea
| | - Y Seol
- Department of Radiation Oncology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea, Republic of (South) Korea
| | - Y K Lee
- Department of Radiation Oncology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea, Republic of (South) Korea
| | - J H Lee
- Department of Radiation Oncology, St. Vincent's Hospital, The Catholic University of Korea College of Medicine, Suwon, Korea, Republic of (South) Korea
| | - I K Lee
- Division of Colorectal Surgery, Department of Surgery, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea, Republic of (South) Korea
| | - Y S Lee
- Division of Colorectal Surgery, Department of Surgery, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea, Republic of (South) Korea
| | - H Jang
- Department of Radiation Oncology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea, Republic of (South) Korea
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Lee JH, Shi DD, Shin KY, Buckley E, Gunasti L, Roldan CS, Hall E, Mann E, Spicer B, Brennan VS, Huynh MA, Spektor A, Chen YH, Krishnan MS, Balboni TA, Hertan LM. A Prospective Study Assessing the Efficacy and Toxicity of Stereotactic Body Radiation Therapy for Oligometastatic Bone Metastases. Int J Radiat Oncol Biol Phys 2023; 117:e126. [PMID: 37784681 DOI: 10.1016/j.ijrobp.2023.06.920] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) Stereotactic body radiation therapy (SBRT) is a promising treatment for oligometastatic disease in bone due to its delivery of high dose to target tissue and minimal dose to surrounding tissue. The purpose of this study is to assess efficacy and toxicity of this treatment in patients with previously unirradiated oligometastatic bony disease. MATERIALS/METHODS In this prospective phase II trial, patients with oligometastatic bone disease, defined as ≤3 active sites of disease, were treated with SBRT at one of two academic institutions between December 2016 and May 2019. Local progression-free survival (LPFS), progression-free survival (PFS), prostatic specific antigen (PSA) progression, and overall survival (OS) were reported. Treatment-related toxicity was also reported. RESULTS A total of 98 patients and 131 lesions arising from various tumor histologies were included in this study. The median age of patients enrolled in the study was 72.8 years (80.6% male, 19.4% female). Median follow-up was 26.7 months. The most common histology was prostate cancer (68.4%, 67/98). The most common dose prescriptions were 27/30 Gy in 3 fractions (26.0%, 34/131), 30 Gy in 5 fractions (19.1%, 25/131), or 30/35 Gy in 5 fractions (16.0%, 21/131). Multiple doses per treatment regimen reflect dose painting employing the lower dose to the clinical target volume (CTV) and higher dose to the gross tumor volume (GTV). Four patients (4.1%, 4/98) experienced local progression at one site for each patient (3.1%, 4/131). Among patients who progressed locally, the median time to local recurrence was 25.8 months (31.0 months among prostate cancer patients, N = 2, and 14.5 months among non-prostate cancer patients, N = 2). Among the entire cohort, 2-year LPFS (including death without local progression) was 85.0%, 2-year PFS (including deaths as well as local, distant, and PSA-based progression) was 47.0%, and 2-year OS was 87.5%. Twenty-seven patients (27.6%, 27/98) developed treatment-related toxicities, and most were Grade 1 (19.4%, 19/98) and 2 (4.1%, 4/98). Four patients (4.1%, 4/98) developed Grade 3 toxicities; there were no Grade 4 toxicities. The most common toxicity was fatigue (10.2%, 10/98). Of 68 treated spine metastases, there were four (5.9%, 4/68) vertebral fractures. Among these four patients, median time to fracture was 23.5 months (range 14.2-39.2 months). CONCLUSION Our study supports existing literature in showing that SBRT is effective and tolerable in patients with oligometastatic bone disease. Larger phase III trials are necessary and reasonable to determine long-term efficacy and toxicities.
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Affiliation(s)
- J H Lee
- Department of Medical Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - D D Shi
- Department of Radiation Oncology, Dana-Farber Cancer Institute/Brigham and Women's Cancer Center, Harvard Medical School, Boston, MA
| | - K Y Shin
- Department of Data Science, Dana-Farber Cancer Institute, Boston, MA
| | - E Buckley
- Department of Radiation Oncology, Dana-Farber Cancer Institute/Brigham and Women's Cancer Center, Harvard Medical School, Boston, MA
| | - L Gunasti
- Department of Radiation Oncology, Dana-Farber Cancer Institute/Brigham and Women's Cancer Center, Harvard Medical School, Boston, MA
| | - C S Roldan
- Northwestern Feinberg School of Medicine, Chicago, IL
| | - E Hall
- Department of Radiation Oncology, Beth Israel Deaconess Medical Center, Boston, MA
| | - E Mann
- Department of Radiation Oncology, Dana-Farber Cancer Institute/Brigham and Women's Cancer Center, Harvard Medical School, Boston, MA
| | - B Spicer
- Department of Radiation Oncology, Dana-Farber Cancer Institute/Brigham and Women's Cancer Center, Harvard Medical School, Boston, MA
| | - V S Brennan
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - M A Huynh
- Department of Radiation Oncology, Dana-Farber Cancer Institute/Brigham and Women's Cancer Center, Harvard Medical School, Boston, MA
| | - A Spektor
- Department of Radiation Oncology, Brigham and Women's Hospital/Dana-Farber Cancer Institute, Boston, MA
| | - Y H Chen
- Department of Data Science, Dana-Farber Cancer Institute, Boston, MA
| | - M S Krishnan
- Department of Radiation Oncology, Dana-Farber Cancer Institute/Brigham and Women's Cancer Center, Harvard Medical School, Boston, MA
| | - T A Balboni
- Department of Radiation Oncology, Brigham and Women's Hospital/Dana-Farber Cancer Institute, Boston, MA
| | - L M Hertan
- Department of Radiation Oncology, Beth Israel Deaconess Medical Center, Boston, MA
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Song JY, Lee JH, Wu HG, Eom KY, Wee CW, Kim JH. Prognostic Value of Depth of Invasion in Squamous Cell Carcinoma of the Oral Cavity of Size 4 cm or Less. Int J Radiat Oncol Biol Phys 2023; 117:e626. [PMID: 37785873 DOI: 10.1016/j.ijrobp.2023.06.2016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) We aimed to evaluate the role of the depth of invasion (DOI) as an independent prognostic factor in the absence of other adverse features in squamous cell carcinoma (SqCC) of the oral cavity with a size of 4 cm or less. MATERIALS/METHODS We performed a retrospective analysis in a multi-institutional cohort of patients with oral cavity SqCC, size of 4 cm or less. We included those who were treated with upfront surgery with negative resection margins from 2010 to 2021 and those with one or no nodal metastasis. Those who were treated with postoperative radiotherapy were excluded. The DOI and other adverse features, such as close resection margins, lymphovascular invasion, perineural invasion, and nodal metastasis, were evaluated in univariate and multivariate analyses for their association with locoregional recurrence (LRR). RESULTS A total of 155 patients were included with a median follow-up of 23.7 months. 56 patients (36.1%) had DOI greater than 5 mm. 26 patients (16.8%) experienced LRR and one experienced distant metastasis. Multivariate analysis showed that DOI was the only prognostic factor associated with a higher rate of LRF (p = 0.004). The 2-year LRF rates of those with DOI ≤ 5 mm and DOI > 5mm were 4.7% and 30.3%, respectively. CONCLUSION This study implies that DOI greater than 5 mm may be an independent prognostic factor of the SqCC of the OCC and may be indicated for adjuvant radiotherapy.
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Affiliation(s)
- J Y Song
- Department of Radiation Oncology, Seoul National University Hospital, Seoul, Korea, Republic of (South) Korea
| | - J H Lee
- Department of Radiation Oncology, Seoul National University College of Medicine, Seoul, Korea, Republic of (South) Korea
| | - H G Wu
- Department of Radiation Oncology, Seoul National University Hospital, Seoul, Korea, Republic of (South) Korea; Department of Radiation Oncology, Seoul National University College of Medicine, Seoul, Korea, Republic of (South) Korea
| | - K Y Eom
- Department of Radiation Oncology, Seoul National University Bundang Hospital, Seongnam, Gyeonggi, Korea, Republic of (South) Korea
| | - C W Wee
- Department of Radiation Oncology, SMG-SNU Boramae Medical Center, Seoul National University College of Medicine, Seoul, Korea, Republic of (South) Korea
| | - J H Kim
- Department of Radiation Oncology, Seoul National University Hospital, Seoul, Korea, Republic of (South) Korea; Department of Radiation Oncology, Seoul National University College of Medicine, Seoul, Korea, Republic of (South) Korea
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Lee JH, Iyer A, Henderson EK, Shenker RF, Hughes RT. Prophylactic vs. Reactive Gastrostomy Tube Placement in Patients Treated with Radiotherapy for Head and Neck Cancer. Int J Radiat Oncol Biol Phys 2023; 117:e595-e596. [PMID: 37785798 DOI: 10.1016/j.ijrobp.2023.06.1951] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) Radiotherapy (RT) for head and neck cancer (HNC) can cause acute toxicities resulting in weight loss warranting alterative enteral access. Some institutions favor prophylactic gastrostomy tube (GT) placement to prevent malnutrition at the forefront, while others choose to reactively place tubes if nutritional deficits arise. Though prophylactic GT placement may limit on-treatment weight loss, this approach may result in unneeded GT placement and may potentially impact long-term swallowing function. MATERIALS/METHODS Patients with HNC treated with CRT from 2018-2021 were reviewed. GT placement prior to CRT (prophylactic [ppx] tube) was performed at the discretion of the treating radiation oncologist. The remainder of patients were treated with reactive (rx) GT placement in the event of on-treatment weight loss approaching 10-15%. Patient, disease and treatment factors were abstracted from the medical record. Primary endpoints were placement of GT in the rx group, weight change at the end of RT, and time to tube removal. RESULTS In total, 278 patients were identified; 35 GT-dependent patients and 22 patients with nasal cavity/paranasal sinus cancers were excluded, yielding 221 for analysis. Baseline factors associated with GT group included age, ECOG, baseline swallowing function, primary site, T and N stage, stage group, and treatment year. Treatment factors associated with GT group were: neck target (bilateral v. unilateral/none), concurrent chemotherapy, and total dose. Of the 118 patients in the rx group, 14 (12%) required rx GT placement during or within 30 days of CRT. RT completion rates were similar between groups (95-96%, p = 1). GT was removed at last follow-up in 57% of patients in both groups (p = 1). Percent on-treatment weight loss was -8.9% (SD 6.7) and -7.2% (SD 6.1) for the ppx and rx groups, respectively (p = 0.04). Median Kaplan-Meier estimate of time to GT removal was 7.7 months (95% CI 6.0-11.3) and did not differ between groups (log-rank p = 0.87). Factors associated with the placement of rx GT include: concurrent chemotherapy (yes 20% vs. No 0%, p.0007) and baseline FOIS (5 or less 40% vs. 6 or more 9%, p = 0.02). T stage, N stage, overall stage, postoperative RT, degree of neck irradiation were not associated. CONCLUSION Reactive gastrostomy tube placement in patients treated with chemoradiotherapy for head and neck cancer patients is feasible and results in low rates of gastrostomy tube placement. There are no observed differences in on-treatment weight loss between patients treated using a prophylactic versus reactive approach. No differences in time to gastrostomy tube removal were observed.
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Affiliation(s)
- J H Lee
- Department of Radiation Oncology, Wake Forest University School of Medicine, Winston-Salem, NC
| | - A Iyer
- Wake Forest School of Medicine, Winston-Salem, NC
| | - E K Henderson
- Department of Radiation Oncology, Wake Forest University School of Medicine, Winston-Salem, NC
| | - R F Shenker
- Department of Radiation Oncology, Duke University Medical Center, Durham, NC
| | - R T Hughes
- Department of Radiation Oncology, Wake Forest University School of Medicine, Winston-Salem, NC
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Ryu HJ, Lee JH, Park CK, Kim TM, Choi SH, Lee ST. Distribution and Failure Patterns of Primary Central Nervous System Lymphoma Related to Hippocampus. Int J Radiat Oncol Biol Phys 2023; 117:S160-S161. [PMID: 37784403 DOI: 10.1016/j.ijrobp.2023.06.253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) Hippocampus (HC) injury by conventional whole brain radiotherapy (C-WBRT) contributes to the neurocognitive decline in primary central nervous system lymphoma (PCNSL). Hippocampal avoidance (HA-WBRT) could minimize neurocognitive impairment by reducing the radiation dose to HC. However, its feasibility in PCNSL has not been examined regarding the incidence of HC involvement and failures. In this retrospective study, we assessed the risk of hippocampal area involvement at diagnosis and after treatments in PCNSL patients. MATERIALS/METHODS We identified 278 immunocompetent PCNSL patients diagnosed between 2000 and 2020. After high dose methotrexate-based induction chemotherapy, patients were observed or given consolidation therapy including RT, cytarabine alone, or autologous stem cell transplantation (ASCT). HC was contoured on T1 MRI image and expanded with a 5mm margin, generating hippocampal avoidance region (HAR). The extent of initial and recurrent lesions was evaluated using pre-induction and post-consolidation T1 contrast-enhanced MRI images. HC failure was defined as recurrence or progression at HAR and those who progressed after induction were excluded. The median follow up was 38.7 months (3.1-239.4). RESULTS Of 278 patients diagnosed with PCNSL, 39.9% of them had initial lesions at HAR (Figure 1a). After induction therapy, 212 evaluable patients received following treatments: RT (n = 145, 68.4%) consisting of C-WBRT (n = 114), HA-WBRT (n = 23), and focal RT (n = 8), observation (n = 38, 17.9%), cytarabine only (24, 11.3%), and ASCT (n = 5, 2.4%). Intracranial failures occurred in 47.6% (n = 101) of patients, with 33.7% (n = 34) of them in HAR (Figure 1b). The multivariate analysis identified multifocal disease (HR 3.86, 95% CI 1.15-9.73, p = 0.004) as the only factor associated with the risk of HC failure. Those with unifocal lesion outside HAR showed the lowest HC failure rate, 7.0%, while the highest HC failure rate, 25.4% was observed in the subgroup with multifocal disease within HAR at diagnosis (Figure 2a). In the lowest risk group (unifocal lesion outside HAR, n = 66), C-WBRT was not significantly associated with HC failure (HR 0.57, CI 0.09-3.33, P = .572, Figure 2b) or intracranial failure (HR 0.88, CI 0.40-1.91, P = .748). CONCLUSION Our data suggest the HA-WBRT could be explored in patients whose lesion is unifocal and located outside HAR. For patients without initial HAR involvement, hippocampal including WBRT did not significantly change HC failure. Further prospective study will be warranted to assess the feasibility of HA-WBRT in the subgroup with low risk of HC failure.
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Affiliation(s)
- H J Ryu
- Department of Radiation Oncology, Seoul National University Hospital, Seoul, Korea, Republic of (South) Korea; Department of Radiation Oncology, Seoul National University College of Medicine, Seoul, Korea, Republic of (South) Korea
| | - J H Lee
- Department of Radiation Oncology, Seoul National University College of Medicine, Seoul, Korea, Republic of (South) Korea; Department of Radiation Oncology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea, Republic of (South) Korea
| | - C K Park
- Department of Neurosurgery, Seoul National University Hospital, Seoul, Korea, Republic of (South) Korea
| | - T M Kim
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea, Republic of (South) Korea
| | - S H Choi
- Department of Radiology, Seoul National University College of Medicine, Seoul, Korea, Republic of (South) Korea
| | - S T Lee
- Department of Neurology, Seoul National University Hospital, Seoul, Korea, Republic of (South) Korea
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Lee HI, Kim J, Kim IA, Lee JH, Cho JH, Yoon HI, Wee CW. Choosing Wisely between Radiotherapy Dose-Fractionation Schedules: The Molecular Graded Prognostic Assessment (molGPA) for Elderly Glioblastoma (eGBM-molGPA). Int J Radiat Oncol Biol Phys 2023; 117:e125-e126. [PMID: 37784678 DOI: 10.1016/j.ijrobp.2023.06.919] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) This study aimed to develop a graded prognostic assessment (GPA) model integrating genomic characteristics in patients with elderly glioblastoma (eGBM), and compare the efficacy between conventionally fractionated radiotherapy (CFRT) vs. hypofractionated radiotherapy (HFRT) in each risk group. MATERIALS/METHODS Patients aged ≥65 years who underwent surgical resection followed by radiotherapy (RT) with or without temozolomide (TMZ) for newly diagnosed IDH-wildtype eGBM between 2006 and 2021 were included in this multicenter cohort study. Patients who were planned for a ≥6-week or ≤4-week radiotherapy were regarded as being treated with CFRT or HFRT, respectively. Based on the prognostic factors significantly identified through multivariate analysis for overall survival (OS), we developed the molecular GPA for eGBM (eGBM-molGPA) and assigned 0.0, 0.5, and 1.0 points in proportion to the corresponding hazard ratio (HR) of each factor. Then, the survival outcomes by treatment groups were evaluated according to the eGBM-molGPA scores. RESULTS A total of 334 and 239 patients who underwent CFRT and HFRT were included, respectively, and 86% of patients were treated with TMZ-based chemoradiation. With a median follow-up of 17.4 months for survivors, the median OS was 18.7 months for CFRT plus TMZ group, 15.1 months for HFRT plus TMZ group, and 10.4 months for RT alone group, respectively (all p<0.001). In the multivariate analysis, Karnofsky performance scale, surgical extent, TMZ, and the methylation status of the MGMT promoter were identified as strong prognostic factors for OS, with an estimated HR of greater than 1.5 (all p<0.001). Additionally, subventricular zone involvement, temporalis muscle thickness, RT regimen, and the mutation status of TERT promoter and TP53 gene were found to be significant prognostic factors for OS, with an estimated HR of less than 1.5. The eGBM-molGPA was established based on these prognostic factors (Table 1) and patients were allocated to three risk groups, which included high risk (total score of 3.0-4.5), intermediate risk (1.5-2.5), and low risk (0.0-1.0). Patients treated with CFRT plus TMZ had significantly improved OS compared to those treated with HFRT plus TMZ or RT alone in the low and intermediate risk groups (p<0.001). However, in the high-risk group, there was no significant difference in OS between treatment options (p = 0.770). CONCLUSION CFRT plus TMZ can be a more effective strategy for selected eGBM patients compared to HFRT. For high-risk patients, a protracted treatment schedule might not be beneficial. The novel eGBM-molGPA can be used as a clinical tool for choosing wisely among treatment options. Further prospective studies are warranted to establish optimal RT guidelines for eGBM patients.
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Affiliation(s)
- H I Lee
- Department of Radiation Oncology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea, Republic of (South) Korea
| | - J Kim
- Department of Radiation Oncology, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, Korea, Republic of (South) Korea
| | - I A Kim
- Department of Radiation Oncology, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Korea, Republic of (South) Korea
| | - J H Lee
- Department of Radiation Oncology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea, Republic of (South) Korea
| | - J H Cho
- Department of Radiation Oncology, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, Korea, Republic of (South) Korea
| | - H I Yoon
- Department of Radiation Oncology, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, Korea, Republic of (South) Korea
| | - C W Wee
- Department of Radiation Oncology, SMG-SNU Boramae Medical Center, Seoul National University College of Medicine, Seoul, Korea, Republic of (South) Korea
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Suh PS, Jung W, Suh CH, Kim J, Oh J, Heo H, Shim WH, Lim JS, Lee JH, Kim HS, Kim SJ. Development and validation of a deep learning-based automatic segmentation model for assessing intracranial volume: comparison with NeuroQuant, FreeSurfer, and SynthSeg. Front Neurol 2023; 14:1221892. [PMID: 37719763 PMCID: PMC10503131 DOI: 10.3389/fneur.2023.1221892] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2023] [Accepted: 08/07/2023] [Indexed: 09/19/2023] Open
Abstract
Background and purpose To develop and validate a deep learning-based automatic segmentation model for assessing intracranial volume (ICV) and to compare the accuracy determined by NeuroQuant (NQ), FreeSurfer (FS), and SynthSeg. Materials and methods This retrospective study included 60 subjects [30 Alzheimer's disease (AD), 21 mild cognitive impairment (MCI), 9 cognitively normal (CN)] from a single tertiary hospital for the training and validation group (50:10). The test group included 40 subjects (20 AD, 10 MCI, 10 CN) from the ADNI dataset. We propose a robust ICV segmentation model based on the foundational 2D UNet architecture trained with four types of input images (both single and multimodality using scaled or unscaled T1-weighted and T2-FLAIR MR images). To compare with our model, NQ, FS, and SynthSeg were also utilized in the test group. We evaluated the model performance by measuring the Dice similarity coefficient (DSC) and average volume difference. Results The single-modality model trained with scaled T1-weighted images showed excellent performance with a DSC of 0.989 ± 0.002 and an average volume difference of 0.46% ± 0.38%. Our multimodality model trained with both unscaled T1-weighted and T2-FLAIR images showed similar performance with a DSC of 0.988 ± 0.002 and an average volume difference of 0.47% ± 0.35%. The overall average volume difference with our model showed relatively higher accuracy than NQ (2.15% ± 1.72%), FS (3.69% ± 2.93%), and SynthSeg (1.88% ± 1.18%). Furthermore, our model outperformed the three others in each subgroup of patients with AD, MCI, and CN subjects. Conclusion Our deep learning-based automatic ICV segmentation model showed excellent performance for the automatic evaluation of ICV.
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Affiliation(s)
- Pae Sun Suh
- Department of Radiology, Asan Medical Center, Seoul, Republic of Korea
| | | | - Chong Hyun Suh
- Department of Radiology, Asan Medical Center, Seoul, Republic of Korea
| | | | - Jio Oh
- R&D Center, VUNO, Seoul, Republic of Korea
| | - Hwon Heo
- Department of Radiology, Asan Medical Center, Seoul, Republic of Korea
| | - Woo Hyun Shim
- Department of Radiology, Asan Medical Center, Seoul, Republic of Korea
| | - Jae-Sung Lim
- Department of Neurology, Asan Medical Center, College of Medicine, University of Ulsan, Ulsan, Republic of Korea
| | - Jae-Hong Lee
- Department of Neurology, Asan Medical Center, College of Medicine, University of Ulsan, Ulsan, Republic of Korea
| | - Ho Sung Kim
- Department of Radiology, Asan Medical Center, Seoul, Republic of Korea
| | - Sang Joon Kim
- Department of Radiology, Asan Medical Center, Seoul, Republic of Korea
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Yun SY, Choi KS, Suh CH, Kim SC, Heo H, Shim WH, Jo S, Chung SJ, Lim JS, Lee JH, Kim D, Kim SO, Jung W, Kim HS, Kim SJ, Kim JH. Risk estimation for idiopathic normal-pressure hydrocephalus: development and validation of a brain morphometry-based nomogram. Eur Radiol 2023; 33:6145-6156. [PMID: 37059905 DOI: 10.1007/s00330-023-09612-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Revised: 02/10/2023] [Accepted: 03/09/2023] [Indexed: 04/16/2023]
Abstract
OBJECTIVES To develop and validate a nomogram based on MRI features for predicting iNPH. METHODS Patients aged ≥ 60 years (clinically diagnosed with iNPH, Parkinson's disease, or Alzheimer's disease or healthy controls) who underwent MRI including three-dimensional T1-weighted volumetric MRI were retrospectively identified from two tertiary referral hospitals (one hospital for derivation set and the other for validation set). Clinical and imaging features for iNPH were assessed. Deep learning-based brain segmentation software was used for 3D volumetry. A prediction model was developed using logistic regression and transformed into a nomogram. The performance of the nomogram was assessed with respect to discrimination and calibration abilities. The nomogram was internally and externally validated. RESULTS A total of 452 patients (mean age ± SD, 73.2 ± 6.5 years; 200 men) were evaluated as the derivation set. One hundred eleven and 341 patients were categorized into the iNPH and non-iNPH groups, respectively. In multivariable analysis, high-convexity tightness (odds ratio [OR], 35.1; 95% CI: 4.5, 275.5), callosal angle < 90° (OR, 12.5; 95% CI: 3.1, 50.0), and normalized lateral ventricle volume (OR, 4.2; 95% CI: 2.7, 6.7) were associated with iNPH. The nomogram combining these three variables showed an area under the curve of 0.995 (95% CI: 0.991, 0.999) in the study sample, 0.994 (95% CI: 0.990, 0.998) in the internal validation sample, and 0.969 (95% CI: 0.940, 0.997) in the external validation sample. CONCLUSION A brain morphometry-based nomogram including high-convexity tightness, callosal angle < 90°, and normalized lateral ventricle volume can help accurately estimate the probability of iNPH. KEY POINTS • The nomogram with MRI findings (high-convexity tightness, callosal angle, and normalized lateral ventricle volume) helped in predicting the probability of idiopathic normal-pressure hydrocephalus. • The nomogram may facilitate the prediction of idiopathic normal-pressure hydrocephalus and consequently avoid unnecessary invasive procedures such as the cerebrospinal fluid tap test, drainage test, and cerebrospinal fluid shunt surgery.
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Affiliation(s)
- Su Young Yun
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
- Department of Radiology, Busan Paik Hospital, Inje University College of Medicine, Busan, Republic of Korea
| | - Kyu Sung Choi
- Department of Radiology, Seoul National University Hospital, Seoul, Republic of Korea
| | - Chong Hyun Suh
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea.
| | - Soo Chin Kim
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Hwon Heo
- Department of Convergence Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Woo Hyun Shim
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Sungyang Jo
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Sun Ju Chung
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jae-Sung Lim
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jae-Hong Lee
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Donghyun Kim
- Department of Radiology, Busan Paik Hospital, Inje University College of Medicine, Busan, Republic of Korea
| | - Seon-Ok Kim
- Department of Clinical Epidemiology and Biostatistics, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | | | - Ho Sung Kim
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Sang Joon Kim
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Ji-Hoon Kim
- Department of Radiology, Seoul National University Hospital, Seoul, Republic of Korea
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Yang H, Kim MS, Rhee SY, Lee J, Cho W, Min C, Lee SW, Shin JI, Oh J, Choi Y, Lee JH, Kim H, Rahmati M, Yeo SG, Yon DK. National prevalence and socioeconomic factors associated with the acceptance of COVID-19 vaccines in South Korea: a large-scale representative study in 2021. Eur Rev Med Pharmacol Sci 2023; 27:8943-8951. [PMID: 37782203 DOI: 10.26355/eurrev_202309_33815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 10/03/2023]
Abstract
OBJECTIVE Among the global efforts toward preventing the COVID-19 pandemic, vaccines are a pivotal factor in ending the pandemic. Thus, through a large-scale population-based study, we investigated the individual-, social-, and family-associated factors affecting the acceptance of COVID-19 vaccines in South Korea. PATIENTS AND METHODS Data were obtained from a nationwide representative study (Korea Community Health) conducted in 2021. To determine the individual-, social-, and family-associated variables for COVID-19 vaccination acceptance, we investigated data from 225,319 individuals. RESULTS In the total sample (n=225,319), 184,529 COVID-19-vaccinated people and 40,790 non-vaccinated people were evaluated. The factors related to the acceptance of COVID-19 vaccination were significantly associated with the demographic factors, namely, older age group, female sex, and a history of influenza vaccination, as well as medical conditions such as diabetes, hypertension, and depression. Socioeconomic conditions influencing the acceptance of COVID-19 vaccination were significantly associated with low-income families and blue-collar workers. Health-related risk factors were high in the obese group. However, a noteworthy negative association was found between the acceptance of vaccination and smoking habits and alcohol consumption. Conversely, a positive association was observed between academic level and vaccination acceptance. CONCLUSIONS Our findings suggest that old age, female sex, a history of influenza vaccination, medical conditions, such as diabetes, hypertension, and depression, low-income families, blue-collar workers, and health-related risk factors, such as obesity, were associated with the acceptance of COVID-19 vaccination. Additionally, a high academic level, absence of smoking habits, and non-current alcohol use were positively associated with vaccine acceptance.
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Affiliation(s)
- H Yang
- Department of Regulatory Science, Kyung Hee University, Seoul, South Korea.
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Hayrapetyan A, Tumasyan A, Adam W, Andrejkovic JW, Bergauer T, Chatterjee S, Damanakis K, Dragicevic M, Escalante Del Valle A, Hussain PS, Jeitler M, Krammer N, Liko D, Mikulec I, Schieck J, Schöfbeck R, Schwarz D, Sonawane M, Templ S, Waltenberger W, Wulz CE, Darwish MR, Janssen T, Van Mechelen P, Bols ES, D'Hondt J, Dansana S, De Moor A, Delcourt M, El Faham H, Lowette S, Makarenko I, Morton A, Müller D, Sahasransu AR, Tavernier S, Tytgat M, Van Putte S, Vannerom D, Clerbaux B, De Lentdecker G, Favart L, Hohov D, Jaramillo J, Khalilzadeh A, Lee K, Mahdavikhorrami M, Malara A, Paredes S, Pétré L, Postiau N, Thomas L, Vanden Bemden M, Vander Velde C, Vanlaer P, De Coen M, Dobur D, Knolle J, Lambrecht L, Mestdach G, Rendón C, Samalan A, Skovpen K, Van Den Bossche N, Wezenbeek L, Benecke A, Bruno G, Caputo C, Delaere C, Donertas IS, Giammanco A, Jaffel K, Jain S, Lemaitre V, Lidrych J, Mastrapasqua P, Mondal K, Tran TT, Wertz S, Alves GA, Coelho E, Hensel C, Menezes De Oliveira T, Moraes A, Rebello Teles P, Soeiro M, Aldá Júnior WL, Alves Gallo Pereira M, Barroso Ferreira Filho M, Brandao Malbouisson H, Carvalho W, Chinellato J, Da Costa EM, Da Silveira GG, De Jesus Damiao D, Fonseca De Souza S, Martins J, Mora Herrera C, Mota Amarilo K, Mundim L, Nogima H, Santoro A, Silva Do Amaral SM, Sznajder A, Thiel M, Vilela Pereira A, Bernardes CA, Calligaris L, Fernandez Perez Tomei TR, Gregores EM, Mercadante PG, Novaes SF, Orzari B, Padula SS, Aleksandrov A, Antchev G, Hadjiiska R, Iaydjiev P, Misheva M, Shopova M, Sultanov G, Dimitrov A, Ivanov T, Litov L, Pavlov B, Petkov P, Petrov A, Shumka E, Keshri S, Thakur S, Cheng T, Guo Q, Javaid T, Mittal M, Yuan L, Bauer G, Hu Z, Yi K, Chen GM, Chen HS, Chen M, Iemmi F, Jiang CH, Kapoor A, Liao H, Liu ZA, Monti F, Sharma R, Song JN, Tao J, Wang J, Zhang H, Agapitos A, Ban Y, Levin A, Li C, Li Q, Lyu X, Mao Y, Qian SJ, Sun X, Wang D, Yang H, Zhou C, You Z, Lu N, Leggat D, Okawa H, Zhang Y, Lin Z, Lu C, Xiao M, Avila C, Barbosa Trujillo DA, Cabrera A, Florez C, Fraga J, Reyes Vega JA, Mejia Guisao J, Ramirez F, Rodriguez M, Ruiz Alvarez JD, Giljanovic D, Godinovic N, Lelas D, Sculac A, Kovac M, Sculac T, Bargassa P, Brigljevic V, Chitroda BK, Ferencek D, Mishra S, Starodumov A, Susa T, Attikis A, Christoforou K, Konstantinou S, Mousa J, Nicolaou C, Ptochos F, Razis PA, Rykaczewski H, Saka H, Stepennov A, Finger M, Finger M, Kveton A, Ayala E, Carrera Jarrin E, Assran Y, Elgammal S, Lotfy A, Mohammed Y, Dewanjee RK, Ehataht K, Kadastik M, Lange T, Nandan S, Nielsen C, Pata J, Raidal M, Tani L, Veelken C, Kirschenmann H, Osterberg K, Voutilainen M, Bharthuar S, Brücken E, Garcia F, Havukainen J, Kallonen KTS, Kim MS, Kinnunen R, Lampén T, Lassila-Perini K, Lehti S, Lindén T, Lotti M, Martikainen L, Myllymäki M, Rantanen MM, Siikonen H, Tuominen E, Tuominiemi J, Luukka P, Petrow H, Tuuva T, Besancon M, Couderc F, Dejardin M, Denegri D, Faure JL, Ferri F, Ganjour S, Gras P, Hamel de Monchenault G, Lohezic V, Malcles J, Rander J, Rosowsky A, Sahin MÖ, Savoy-Navarro A, Simkina P, Titov M, Baldenegro Barrera C, Beaudette F, Buchot Perraguin A, Busson P, Cappati A, Charlot C, Damas F, Davignon O, Falmagne G, Fontana Santos Alves BA, Ghosh S, Gilbert A, Granier de Cassagnac R, Hakimi A, Harikrishnan B, Kalipoliti L, Liu G, Motta J, Nguyen M, Ochando C, Portales L, Salerno R, Sarkar U, Sauvan JB, Sirois Y, Tarabini A, Vernazza E, Zabi A, Zghiche A, Agram JL, Andrea J, Apparu D, Bloch D, Brom JM, Chabert EC, Collard C, Falke S, Goerlach U, Grimault C, Haeberle R, Le Bihan AC, Sessini MA, Van Hove P, Beauceron S, Blancon B, Boudoul G, Chanon N, Choi J, Contardo D, Depasse P, Dozen C, El Mamouni H, Fay J, Gascon S, Gouzevitch M, Greenberg C, Grenier G, Ille B, Laktineh IB, Lethuillier M, Mirabito L, Perries S, Vander Donckt M, Verdier P, Xiao J, Lomidze I, Toriashvili T, Tsamalaidze Z, Botta V, Feld L, Klein K, Lipinski M, Meuser D, Pauls A, Röwert N, Teroerde M, Diekmann S, Dodonova A, Eich N, Eliseev D, Engelke F, Erdmann M, Fackeldey P, Fischer B, Hebbeker T, Hoepfner K, Ivone F, Jung A, Lee MY, Mastrolorenzo L, Merschmeyer M, Meyer A, Mukherjee S, Noll D, Novak A, Nowotny F, Pozdnyakov A, Rath Y, Redjeb W, Rehm F, Reithler H, Sarkisovi V, Schmidt A, Schuler SC, Sharma A, Stein A, Torres Da Silva De Araujo F, Vigilante L, Wiedenbeck S, Zaleski S, Dziwok C, Flügge G, Haj Ahmad W, Kress T, Nowack A, Pooth O, Stahl A, Ziemons T, Zotz A, Aarup Petersen H, Aldaya Martin M, Alimena J, Amoroso S, An Y, Baxter S, Bayatmakou M, Becerril Gonzalez H, Behnke O, Belvedere A, Bhattacharya S, Blekman F, Borras K, Brunner D, Campbell A, Cardini A, Cheng C, Colombina F, Consuegra Rodríguez S, Correia Silva G, De Silva M, Eckerlin G, Eckstein D, Estevez Banos LI, Filatov O, Gallo E, Geiser A, Giraldi A, Greau G, Guglielmi V, Guthoff M, Hinzmann A, Jafari A, Jeppe L, Jomhari NZ, Kaech B, Kasemann M, Kaveh H, Kleinwort C, Kogler R, Komm M, Krücker D, Lange W, Leyva Pernia D, Lipka K, Lohmann W, Mankel R, Melzer-Pellmann IA, Mendizabal Morentin M, Metwally J, Meyer AB, Milella G, Mormile M, Mussgiller A, Nürnberg A, Otarid Y, Pérez Adán D, Ranken E, Raspereza A, Ribeiro Lopes B, Rübenach J, Saggio A, Scham M, Scheurer V, Schnake S, Schütze P, Schwanenberger C, Shchedrolosiev M, Sosa Ricardo RE, Sreelatha Pramod LP, Stafford D, Vazzoler F, Ventura Barroso A, Walsh R, Wang Q, Wen Y, Wichmann K, Wiens L, Wissing C, Wuchterl S, Yang Y, Zimermmane Castro Santos A, Albrecht A, Albrecht S, Antonello M, Bein S, Benato L, Bonanomi M, Connor P, Eich M, El Morabit K, Fischer Y, Fröhlich A, Garbers C, Garutti E, Grohsjean A, Hajheidari M, Haller J, Jabusch HR, Kasieczka G, Keicher P, Klanner R, Korcari W, Kramer T, Kutzner V, Labe F, Lange J, Lobanov A, Matthies C, Mehta A, Moureaux L, Mrowietz M, Nigamova A, Nissan Y, Paasch A, Pena Rodriguez KJ, Quadfasel T, Raciti B, Rieger M, Savoiu D, Schindler J, Schleper P, Schröder M, Schwandt J, Sommerhalder M, Stadie H, Steinbrück G, Tews A, Wolf M, Brommer S, Burkart M, Butz E, Chwalek T, Dierlamm A, Droll A, Faltermann N, Giffels M, Gottmann A, Hartmann F, Horzela M, Husemann U, Klute M, Koppenhöfer R, Link M, Lintuluoto A, Maier S, Mitra S, Müller T, Neukum M, Oh M, Quast G, Rabbertz K, Shvetsov I, Simonis HJ, Trevisani N, Ulrich R, van der Linden J, Von Cube RF, Wassmer M, Wieland S, Wittig F, Wolf R, Wunsch S, Zuo X, Anagnostou G, Assiouras P, Daskalakis G, Kyriakis A, Papadopoulos A, Stakia A, Karasavvas D, Kontaxakis P, Melachroinos G, Panagiotou A, Papavergou I, Paraskevas I, Saoulidou N, Theofilatos K, Tziaferi E, Vellidis K, Zisopoulos I, Bakas G, Chatzistavrou T, Karapostoli G, Kousouris K, Papakrivopoulos I, Siamarkou E, Tsipolitis G, Zacharopoulou A, Adamidis K, Bestintzanos I, Evangelou I, Foudas C, Gianneios P, Kamtsikis C, Katsoulis P, Kokkas P, Kosmoglou Kioseoglou PG, Manthos N, Papadopoulos I, Strologas J, Csanád M, Farkas K, Gadallah MMA, Kadlecsik Á, Major P, Mandal K, Pásztor G, Rádl AJ, Veres GI, Bartók M, Hajdu C, Horvath D, Sikler F, Veszpremi V, Bencze G, Czellar S, Karancsi J, Molnar J, Szillasi Z, Raics P, Ujvari B, Zilizi G, Csorgo T, Nemes F, Novak T, Babbar J, Bansal S, Beri SB, Bhatnagar V, Chaudhary G, Chauhan S, Dhingra N, Gupta R, Kaur A, Kaur A, Kaur H, Kaur M, Kumar S, Kumari P, Meena M, Sandeep K, Sheokand T, Singh JB, Singla A, Ahmed A, Bhardwaj A, Chhetri A, Choudhary BC, Kumar A, Naimuddin M, Ranjan K, Saumya S, Baradia S, Barman S, Bhattacharya S, Bhowmik D, Dutta S, Dutta S, Gomber B, Palit P, Saha G, Sahu B, Sarkar S, Behera PK, Behera SC, Chatterjee S, Jana P, Kalbhor P, Komaragiri JR, Kumar D, Mohammad Mobassir Ameen M, Panwar L, Pradhan R, Pujahari PR, Saha NR, Sharma A, Sikdar AK, Verma S, Aziz T, Das I, Dugad S, Kumar M, Mohanty GB, Suryadevara P, Bala A, Banerjee S, Chatterjee RM, Guchait M, Karmakar S, Kumar S, Majumder G, Mazumdar K, Mukherjee S, Thachayath A, Bahinipati S, Das AK, Kar C, Maity D, Mal P, Mishra T, Muraleedharan Nair Bindhu VK, Naskar K, Nayak A, Sadangi P, Saha P, Swain SK, Varghese S, Vats D, Alpana A, Dube S, Kansal B, Laha A, Rastogi A, Sharma S, Bakhshiansohi H, Khazaie E, Zeinali M, Chenarani S, Etesami SM, Khakzad M, Mohammadi Najafabadi M, Grunewald M, Abbrescia M, Aly R, Colaleo A, Creanza D, D' Anzi B, De Filippis N, De Palma M, Di Florio A, Elmetenawee W, Fiore L, Iaselli G, Maggi G, Maggi M, Margjeka I, Mastrapasqua V, My S, Nuzzo S, Pellecchia A, Pompili A, Pugliese G, Radogna R, Ramirez-Sanchez G, Ramos D, Ranieri A, Silvestris L, Simone FM, Sözbilir Ü, Stamerra A, Venditti R, Verwilligen P, Zaza A, Abbiendi G, Battilana C, Bonacorsi D, Borgonovi L, Campanini R, Capiluppi P, Castro A, Cavallo FR, Cuffiani M, Dallavalle GM, Diotalevi T, Fabbri F, Fanfani A, Fasanella D, Giacomelli P, Giommi L, Guiducci L, Lo Meo S, Lunerti L, Marcellini S, Masetti G, Navarria FL, Perrotta A, Primavera F, Rossi AM, Rovelli T, Siroli GP, Costa S, Di Mattia A, Potenza R, Tricomi A, Tuve C, Barbagli G, Bardelli G, Camaiani B, Cassese A, Ceccarelli R, Ciulli V, Civinini C, D'Alessandro R, Focardi E, Latino G, Lenzi P, Lizzo M, Meschini M, Paoletti S, Papanastassiou A, Sguazzoni G, Viliani L, Benussi L, Bianco S, Meola S, Piccolo D, Chatagnon P, Ferro F, Robutti E, Tosi S, Benaglia A, Boldrini G, Brivio F, Cetorelli F, De Guio F, Dinardo ME, Dini P, Gennai S, Ghezzi A, Govoni P, Guzzi L, Lucchini MT, Malberti M, Malvezzi S, Massironi A, Menasce D, Moroni L, Paganoni M, Pedrini D, Pinolini BS, Ragazzi S, Redaelli N, Tabarelli de Fatis T, Zuolo D, Buontempo S, Cagnotta A, Carnevali F, Cavallo N, De Iorio A, Fabozzi F, Iorio AOM, Lista L, Paolucci P, Rossi B, Sciacca C, Ardino R, Azzi P, Bacchetta N, Bisello D, Bortignon P, Bragagnolo A, Carlin R, Checchia P, Dorigo T, Gasparini F, Gasparini U, Govi G, Grosso G, Layer L, Lusiani E, Margoni M, Meneguzzo AT, Migliorini M, Pazzini J, Ronchese P, Rossin R, Simonetto F, Strong G, Tosi M, Triossi A, Yarar H, Zanetti M, Zotto P, Zucchetta A, Zumerle G, Abu Zeid S, Aimè C, Braghieri A, Calzaferri S, Fiorina D, Montagna P, Re V, Riccardi C, Salvini P, Vai I, Vitulo P, Ajmal S, Asenov P, Bilei GM, Ciangottini D, Fanò L, Magherini M, Mantovani G, Mariani V, Menichelli M, Moscatelli F, Piccinelli A, Presilla M, Rossi A, Santocchia A, Spiga D, Tedeschi T, Azzurri P, Bagliesi G, Bhattacharya R, Bianchini L, Boccali T, Bossini E, Bruschini D, Castaldi R, Ciocci MA, Cipriani M, D'Amante V, Dell'Orso R, Donato S, Giassi A, Ligabue F, Matos Figueiredo D, Messineo A, Musich M, Palla F, Parolia S, Rizzi A, Rolandi G, Roy Chowdhury S, Sarkar T, Scribano A, Spagnolo P, Tenchini R, Tonelli G, Turini N, Venturi A, Verdini PG, Barria P, Campana M, Cavallari F, Cunqueiro Mendez L, Del Re D, Di Marco E, Diemoz M, Errico F, Longo E, Meridiani P, Mijuskovic J, Organtini G, Pandolfi F, Paramatti R, Quaranta C, Rahatlou S, Rovelli C, Santanastasio F, Soffi L, Tramontano R, Amapane N, Arcidiacono R, Argiro S, Arneodo M, Bartosik N, Bellan R, Bellora A, Biino C, Cartiglia N, Costa M, Covarelli R, Demaria N, Finco L, Grippo M, Kiani B, Legger F, Luongo F, Mariotti C, Maselli S, Mecca A, Migliore E, Monteno M, Mulargia R, Obertino MM, Ortona G, Pacher L, Pastrone N, Pelliccioni M, Ruspa M, Siviero F, Sola V, Solano A, Soldi D, Staiano A, Tarricone C, Tornago M, Trocino D, Umoret G, Vagnerini A, Vlasov E, Belforte S, Candelise V, Casarsa M, Cossutti F, De Leo K, Della Ricca G, Dogra S, Hong J, Huh C, Kim B, Kim DH, Kim J, Lee H, Lee J, Lee SW, Moon CS, Oh YD, Pak SI, Ryu MS, Sekmen S, Yang YC, Bak G, Gwak P, Kim H, Moon DH, Asilar E, Kim D, Kim TJ, Merlin JA, Park J, Choi S, Han S, Hong B, Lee K, Lee KS, Park J, Park SK, Yoo J, Goh J, Kim HS, Kim Y, Lee S, Almond J, Bhyun JH, Choi J, Jeon S, Jun W, Kim J, Kim JS, Ko S, Kwon H, Lee H, Lee J, Lee S, Oh BH, Oh SB, Seo H, Yang UK, Yoon I, Jang W, Kang DY, Kang Y, Kim S, Ko B, Lee JSH, Lee Y, Park IC, Roh Y, Watson IJ, Yang S, Ha S, Yoo HD, Choi M, Kim MR, Lee H, Lee Y, Yu I, Beyrouthy T, Maghrbi Y, Dreimanis K, Gaile A, Pikurs G, Potrebko A, Seidel M, Veckalns V, Strautnieks NR, Ambrozas M, Juodagalvis A, Rinkevicius A, Tamulaitis G, Bin Norjoharuddeen N, Yusuff I, Zolkapli Z, Benitez JF, Castaneda Hernandez A, Encinas Acosta HA, Gallegos Maríñez LG, León Coello M, Murillo Quijada JA, Sehrawat A, Valencia Palomo L, Ayala G, Castilla-Valdez H, De La Cruz-Burelo E, Heredia-De La Cruz I, Lopez-Fernandez R, Mondragon Herrera CA, Perez Navarro DA, Sánchez Hernández A, Oropeza Barrera C, Ramírez García M, Bautista I, Pedraza I, Salazar Ibarguen HA, Uribe Estrada C, Bubanja I, Raicevic N, Butler PH, Ahmad A, Asghar MI, Awais A, Awan MIM, Hoorani HR, Khan WA, Avati V, Grzanka L, Malawski M, Bialkowska H, Bluj M, Boimska B, Górski M, Kazana M, Szleper M, Zalewski P, Bunkowski K, Doroba K, Kalinowski A, Konecki M, Krolikowski J, Muhammad A, Araujo M, Bastos D, Beirão Da Cruz E Silva C, Boletti A, Bozzo M, Faccioli P, Gallinaro M, Hollar J, Leonardo N, Niknejad T, Pisano M, Seixas J, Varela J, Adzic P, Milenovic P, Dordevic M, Milosevic J, Rekovic V, Aguilar-Benitez M, Alcaraz Maestre J, Barrio Luna M, Bedoya CF, Cepeda M, Cerrada M, Colino N, De La Cruz B, Delgado Peris A, Fernández Del Val D, Fernández Ramos JP, Flix J, Fouz MC, Gonzalez Lopez O, Goy Lopez S, Hernandez JM, Josa MI, León Holgado J, Moran D, Morcillo Perez CM, Navarro Tobar Á, Perez Dengra C, Pérez-Calero Yzquierdo A, Puerta Pelayo J, Redondo I, Redondo Ferrero DD, Romero L, Sánchez Navas S, Urda Gómez L, Vazquez Escobar J, Willmott C, de Trocóniz JF, Alvarez Gonzalez B, Cuevas J, Fernandez Menendez J, Folgueras S, Gonzalez Caballero I, González Fernández JR, Palencia Cortezon E, Ramón Álvarez C, Rodríguez Bouza V, Soto Rodríguez A, Trapote A, Vico Villalba C, Vischia P, Blanco Fernández S, Brochero Cifuentes JA, Cabrillo IJ, Calderon A, Duarte Campderros J, Fernandez M, Fernandez Madrazo C, Gomez G, Lasaosa García C, Martinez Rivero C, Martinez Ruiz Del Arbol P, Matorras F, Matorras Cuevas P, Navarrete Ramos E, Piedra Gomez J, Prieels C, Scodellaro L, Vila I, Vizan Garcia JM, Jayananda MK, Kailasapathy B, Sonnadara DUJ, Wickramarathna DDC, Dharmaratna WGD, Liyanage K, Perera N, Wickramage N, Abbaneo D, Amendola C, Auffray E, Auzinger G, Baechler J, Barney D, Bermúdez Martínez A, Bianco M, Bilin B, Bin Anuar AA, Bocci A, Brondolin E, Caillol C, Camporesi T, Cerminara G, Chernyavskaya N, d'Enterria D, Dabrowski A, David A, De Roeck A, Defranchis MM, Deile M, Dobson M, Fallavollita F, Forthomme L, Franzoni G, Funk W, Giani S, Gigi D, Gill K, Glege F, Gouskos L, Haranko M, Hegeman J, Innocente V, James T, Janot P, Kieseler J, Laurila S, Lecoq P, Leutgeb E, Lourenço C, Maier B, Malgeri L, Mannelli M, Marini AC, Meijers F, Mersi S, Meschi E, Milosevic V, Moortgat F, Mulders M, Orfanelli S, Pantaleo F, Peruzzi M, Petrilli A, Petrucciani G, Pfeiffer A, Pierini M, Piparo D, Qu H, Rabady D, Reales Gutiérrez G, Rovere M, Sakulin H, Scarfi S, Selvaggi M, Sharma A, Shchelina K, Silva P, Sphicas P, Stahl Leiton AG, Steen A, Summers S, Treille D, Tropea P, Tsirou A, Walter D, Wanczyk J, Wozniak KA, Zehetner P, Zejdl P, Zeuner WD, Bevilacqua T, Caminada L, Ebrahimi A, Erdmann W, Horisberger R, Ingram Q, Kaestli HC, Kotlinski D, Lange C, Missiroli M, Noehte L, Rohe T, Aarrestad TK, Androsov K, Backhaus M, Calandri A, Cazzaniga C, Datta K, De Cosa A, Dissertori G, Dittmar M, Donegà M, Eble F, Galli M, Gedia K, Glessgen F, Grab C, Hits D, Lustermann W, Lyon AM, Manzoni RA, Marchegiani M, Marchese L, Martin Perez C, Mascellani A, Nessi-Tedaldi F, Pauss F, Perovic V, Pigazzini S, Ratti MG, Reichmann M, Reissel C, Reitenspiess T, Ristic B, Riti F, Ruini D, Sanz Becerra DA, Seidita R, Steggemann J, Valsecchi D, Wallny R, Amsler C, Bärtschi P, Botta C, Brzhechko D, Canelli MF, Cormier K, De Wit A, Del Burgo R, Heikkilä JK, Huwiler M, Jin W, Jofrehei A, Kilminster B, Leontsinis S, Liechti SP, Macchiolo A, Meiring P, Mikuni VM, Molinatti U, Neutelings I, Reimers A, Robmann P, Sanchez Cruz S, Schweiger K, Senger M, Takahashi Y, Adloff C, Kuo CM, Lin W, Rout PK, Tiwari PC, Yu SS, Ceard L, Chao Y, Chen KF, Chen PS, Chen ZG, Hou WS, Hsu TH, Kao YW, Khurana R, Kole G, Li YY, Lu RS, Paganis E, Psallidas A, Su XF, Thomas-Wilsker J, Wu HY, Yazgan E, Asawatangtrakuldee C, Srimanobhas N, Wachirapusitanand V, Agyel D, Boran F, Demiroglu ZS, Dolek F, Dumanoglu I, Eskut E, Guler Y, Gurpinar Guler E, Isik C, Kara O, Kayis Topaksu A, Kiminsu U, Onengut G, Ozdemir K, Polatoz A, Tali B, Tok UG, Turkcapar S, Uslan E, Zorbakir IS, Ocalan K, Yalvac M, Akgun B, Atakisi IO, Gülmez E, Kaya M, Kaya O, Tekten S, Cakir A, Cankocak K, Komurcu Y, Sen S, Aydilek O, Cerci S, Epshteyn V, Hacisahinoglu B, Hos I, Isildak B, Kaynak B, Ozkorucuklu S, Sert H, Simsek C, Sunar Cerci D, Zorbilmez C, Boyaryntsev A, Grynyov B, Levchuk L, Anthony D, Brooke JJ, Bundock A, Bury F, Clement E, Cussans D, Flacher H, Glowacki M, Goldstein J, Heath HF, Kreczko L, Krikler B, Paramesvaran S, Seif El Nasr-Storey S, Smith VJ, Stylianou N, Walkingshaw Pass K, White R, Ball AH, Bell KW, Belyaev A, Brew C, Brown RM, Cockerill DJA, Cooke C, Ellis KV, Harder K, Harper S, Holmberg ML, Jain S, Linacre J, Manolopoulos K, Newbold DM, Olaiya E, Petyt D, Reis T, Salvi G, Schuh T, Shepherd-Themistocleous CH, Tomalin IR, Williams T, Bainbridge R, Bloch P, Brown CE, Buchmuller O, Cacchio V, Carrillo Montoya CA, Chahal GS, Colling D, Dancu JS, Dauncey P, Davies G, Davies J, Della Negra M, Fayer S, Fedi G, Hall G, Hassanshahi MH, Howard A, Iles G, Knight M, Langford J, Lyons L, Magnan AM, Malik S, Martelli A, Mieskolainen M, Nash J, Pesaresi M, Radburn-Smith BC, Richards A, Rose A, Seez C, Shukla R, Tapper A, Uchida K, Uttley GP, Vage LH, Virdee T, Vojinovic M, Wardle N, Winterbottom D, Coldham K, Cole JE, Khan A, Kyberd P, Reid ID, Abdullin S, Brinkerhoff A, Caraway B, Dittmann J, Hatakeyama K, Hiltbrand J, Kanuganti AR, McMaster B, Saunders M, Sawant S, Sutantawibul C, Toms M, Wilson J, Bartek R, Dominguez A, Huerta Escamilla C, Simsek AE, Uniyal R, Vargas Hernandez AM, Chudasama R, Cooper SI, Gleyzer SV, Perez CU, Rumerio P, Usai E, West C, Yi R, Akpinar A, Albert A, Arcaro D, Cosby C, Demiragli Z, Erice C, Fontanesi E, Gastler D, Rohlf J, Salyer K, Sperka D, Spitzbart D, Suarez I, Tsatsos A, Yuan S, Benelli G, Coubez X, Cutts D, Hadley M, Heintz U, Hogan JM, Kwon T, Landsberg G, Lau KT, Li D, Luo J, Mondal S, Narain M, Pervan N, Sagir S, Simpson F, Wong WY, Yan X, Zhang W, Abbott S, Bonilla J, Brainerd C, Breedon R, Calderon De La Barca Sanchez M, Chertok M, Citron M, Conway J, Cox PT, Erbacher R, Haza G, Jensen F, Kukral O, Mocellin G, Mulhearn M, Pellett D, Regnery B, Wei W, Yao Y, Zhang F, Bachtis M, Cousins R, Datta A, Hauser J, Ignatenko M, Iqbal MA, Lam T, Manca E, Nash WA, Saltzberg D, Stone B, Valuev V, Clare R, Gordon M, Hanson G, Si W, Wimpenny S, Branson JG, Cittolin S, Cooperstein S, Diaz D, Duarte J, Gerosa R, Giannini L, Guiang J, Kansal R, Krutelyov V, Lee R, Letts J, Masciovecchio M, Mokhtar F, Pieri M, Quinnan M, Sathia Narayanan BV, Sharma V, Tadel M, Vourliotis E, Würthwein F, Xiang Y, Yagil A, Brennan L, Campagnari C, Collura G, Dorsett A, Incandela J, Kilpatrick M, Kim J, Li AJ, Masterson P, Mei H, Oshiro M, Richman J, Sarica U, Schmitz R, Setti F, Sheplock J, Stuart D, Wang S, Bornheim A, Cerri O, Latorre A, Lawhorn JM, Mao J, Newman HB, Nguyen TQ, Spiropulu M, Vlimant JR, Wang C, Xie S, Zhu RY, Alison J, An S, Andrews MB, Bryant P, Dutta V, Ferguson T, Harilal A, Liu C, Mudholkar T, Murthy S, Paulini M, Roberts A, Sanchez A, Terrill W, Cumalat JP, Ford WT, Hassani A, Karathanasis G, MacDonald E, Manganelli N, Marini F, Perloff A, Savard C, Schonbeck N, Stenson K, Ulmer KA, Wagner SR, Zipper N, Alexander J, Bright-Thonney S, Chen X, Cranshaw DJ, Fan J, Fan X, Gadkari D, Hogan S, Monroy J, Patterson JR, Reichert J, Reid M, Ryd A, Thom J, Wittich P, Zou R, Albrow M, Alyari M, Amram O, Apollinari G, Apresyan A, Bauerdick LAT, Berry D, Berryhill J, Bhat PC, Burkett K, Butler JN, Canepa A, Cerati GB, Cheung HWK, Chlebana F, Cummings G, Dickinson J, Dutta I, Elvira VD, Feng Y, Freeman J, Gandrakota A, Gecse Z, Gray L, Green D, Grünendahl S, Guerrero D, Gutsche O, Harris RM, Heller R, Herwig TC, Hirschauer J, Horyn L, Jayatilaka B, Jindariani S, Johnson M, Joshi U, Klijnsma T, Klima B, Kwok KHM, Lammel S, Lincoln D, Lipton R, Liu T, Madrid C, Maeshima K, Mantilla C, Mason D, McBride P, Merkel P, Mrenna S, Nahn S, Ngadiuba J, Noonan D, Papadimitriou V, Pastika N, Pedro K, Pena C, Ravera F, Reinsvold Hall A, Ristori L, Sexton-Kennedy E, Smith N, Soha A, Spiegel L, Stoynev S, Taylor L, Tkaczyk S, Tran NV, Uplegger L, Vaandering EW, Zoi I, Aruta C, Avery P, Bourilkov D, Cadamuro L, Chang P, Cherepanov V, Field RD, Koenig E, Kolosova M, Konigsberg J, Korytov A, Lo KH, Matchev K, Menendez N, Mitselmakher G, Muthirakalayil Madhu A, Rawal N, Rosenzweig D, Rosenzweig S, Shi K, Wang J, Adams T, Al Kadhim A, Askew A, Bower N, Habibullah R, Hagopian V, Hashmi R, Kim RS, Kim S, Kolberg T, Martinez G, Prosper H, Prova PR, Viazlo O, Wulansatiti M, Yohay R, Zhang J, Alsufyani B, Baarmand MM, Butalla S, Elkafrawy T, Hohlmann M, Kumar Verma R, Rahmani M, Yumiceva F, Adams MR, Bennett C, Cavanaugh R, Dittmer S, Escobar Franco R, Evdokimov O, Gerber CE, Hofman DJ, Lee JH, Lemos DS, Merrit AH, Mills C, Nanda S, Oh G, Ozek B, Pilipovic D, Roy T, Rudrabhatla S, Tonjes MB, Varelas N, Wang X, Ye Z, Yoo J, Alhusseini M, Blend D, Dilsiz K, Emediato L, Karaman G, Köseyan OK, Merlo JP, Mestvirishvili A, Nachtman J, Neogi O, Ogul H, Onel Y, Penzo A, Snyder C, Tiras E, Blumenfeld B, Corcodilos L, Davis J, Gritsan AV, Kang L, Kyriacou S, Maksimovic P, Roguljic M, Roskes J, Sekhar S, Swartz M, Vámi TÁ, Abreu A, Alcerro Alcerro LF, Anguiano J, Baringer P, Bean A, Flowers Z, Grove D, King J, Krintiras G, Lazarovits M, Le Mahieu C, Lindsey C, Marquez J, Minafra N, Murray M, Nickel M, Pitt M, Popescu S, Rogan C, Royon C, Salvatico R, Sanders S, Smith C, Wang Q, Wilson G, Allmond B, Ivanov A, Kaadze K, Kalogeropoulos A, Kim D, Maravin Y, Nam K, Natoli J, Roy D, Sorrentino G, Adams E, Baden A, Baron O, Belloni A, Bethani A, Chen YM, Eno SC, Hadley NJ, Jabeen S, Kellogg RG, Koeth T, Lai Y, Lascio S, Mignerey AC, Nabili S, Palmer C, Papageorgakis C, Paranjpe MM, Wang L, Wong K, Bendavid J, Busza W, Cali IA, Chen Y, D'Alfonso M, Eysermans J, Freer C, Gomez-Ceballos G, Goncharov M, Harris P, Hoang D, Kovalskyi D, Krupa J, Lavezzo L, Lee YJ, Long K, Mironov C, Paus C, Rankin D, Roland C, Roland G, Rothman S, Shi Z, Stephans GSF, Wang J, Wang Z, Wyslouch B, Yang TJ, Crossman B, Joshi BM, Kapsiak C, Krohn M, Mahon D, Mans J, Pandey S, Revering M, Rusack R, Saradhy R, Schroeder N, Strobbe N, Wadud MA, Cremaldi LM, Bloom K, Bryson M, Claes DR, Fangmeier C, Golf F, Hossain J, Joo C, Kravchenko I, Reed I, Siado JE, Snow GR, Tabb W, Wightman A, Yan F, Yu D, Zecchinelli AG, Agarwal G, Bandyopadhyay H, Hay L, Iashvili I, Kharchilava A, McLean C, Morris M, Nguyen D, Pekkanen J, Rappoccio S, Rejeb Sfar H, Williams A, Alverson G, Barberis E, Haddad Y, Han Y, Krishna A, Li J, Lu M, Madigan G, Marzocchi B, Morse DM, Nguyen V, Orimoto T, Parker A, Skinnari L, Tishelman-Charny A, Wang B, Wood D, Bhattacharya S, Bueghly J, Chen Z, Hahn KA, Liu Y, Miao Y, Monk DG, Schmitt MH, Taliercio A, Velasco M, Band R, Bucci R, Castells S, Cremonesi M, Das A, Goldouzian R, Hildreth M, Ho KW, Hurtado Anampa K, Jessop C, Lannon K, Lawrence J, Loukas N, Lutton L, Mariano J, Marinelli N, Mcalister I, McCauley T, Mcgrady C, Mohrman K, Moore C, Musienko Y, Nelson H, Osherson M, Ruchti R, Townsend A, Wayne M, Yockey H, Zarucki M, Zygala L, Basnet A, Bylsma B, Carrigan M, Durkin LS, Hill C, Joyce M, Lesauvage A, Nunez Ornelas M, Wei K, Winer BL, Yates BR, Addesa FM, Bouchamaoui H, Das P, Dezoort G, Elmer P, Frankenthal A, Greenberg B, Haubrich N, Higginbotham S, Kopp G, Kwan S, Lange D, Loeliger A, Marlow D, Ojalvo I, Olsen J, Stickland D, Tully C, Malik S, Bakshi AS, Barnes VE, Chandra S, Chawla R, Das S, Gu A, Gutay L, Jones M, Jung AW, Kondratyev D, Koshy AM, Liu M, Negro G, Neumeister N, Paspalaki G, Piperov S, Purohit A, Schulte JF, Stojanovic M, Thieman J, Virdi AK, Wang F, Xie W, Dolen J, Parashar N, Pathak A, Acosta D, Baty A, Carnahan T, Dildick S, Ecklund KM, Fernández Manteca PJ, Freed S, Gardner P, Geurts FJM, Kumar A, Li W, Miguel Colin O, Padley BP, Redjimi R, Rotter J, Yigitbasi E, Zhang Y, Bodek A, de Barbaro P, Demina R, Dulemba JL, Fallon C, Garcia-Bellido A, Hindrichs O, Khukhunaishvili A, Parygin P, Popova E, Taus R, Van Onsem GP, Goulianos K, Chiarito B, Chou JP, Gershtein Y, Halkiadakis E, Hart A, Heindl M, Jaroslawski D, Karacheban O, Laflotte I, Lath A, Montalvo R, Nash K, Routray H, Salur S, Schnetzer S, Somalwar S, Stone R, Thayil SA, Thomas S, Vora J, Wang H, Acharya H, Ally D, Delannoy AG, Fiorendi S, Holmes T, Karunarathna N, Lee L, Nibigira E, Spanier S, Aebi D, Ahmad M, Bouhali O, Dalchenko M, Eusebi R, Gilmore J, Huang T, Kamon T, Kim H, Luo S, Malhotra S, Mueller R, Overton D, Rathjens D, Safonov A, Akchurin N, Damgov J, Hegde V, Hussain A, Kazhykarim Y, Lamichhane K, Lee SW, Mankel A, Mengke T, Muthumuni S, Peltola T, Volobouev I, Whitbeck A, Appelt E, Greene S, Gurrola A, Johns W, Kunnawalkam Elayavalli R, Melo A, Romeo F, Sheldon P, Tuo S, Velkovska J, Viinikainen J, Cardwell B, Cox B, Hakala J, Hirosky R, Ledovskoy A, Li A, Neu C, Perez Lara CE, Karchin PE, Aravind A, Banerjee S, Black K, Bose T, Dasu S, De Bruyn I, Everaerts P, Galloni C, He H, Herndon M, Herve A, Koraka CK, Lanaro A, Loveless R, Madhusudanan Sreekala J, Mallampalli A, Mohammadi A, Mondal S, Parida G, Pinna D, Savin A, Shang V, Sharma V, Smith WH, Teague D, Tsoi HF, Vetens W, Warden A, Afanasiev S, Andreev V, Andreev Y, Aushev T, Azarkin M, Babaev A, Belyaev A, Blinov V, Boos E, Borshch V, Budkouski D, Chekhovsky V, Chistov R, Danilov M, Dermenev A, Dimova T, Druzhkin D, Dubinin M, Dudko L, Ershov A, Gavrilov G, Gavrilov V, Gninenko S, Golovtcov V, Golubev N, Golutvin I, Gorbunov I, Gribushin A, Ivanov Y, Kachanov V, Kardapoltsev L, Karjavine V, Karneyeu A, Kim V, Kirakosyan M, Kirpichnikov D, Kirsanov M, Klyukhin V, Kodolova O, Konstantinov D, Korenkov V, Kozyrev A, Krasnikov N, Lanev A, Levchenko P, Lychkovskaya N, Makarenko V, Malakhov A, Matveev V, Murzin V, Nikitenko A, Obraztsov S, Oreshkin V, Palichik V, Perelygin V, Petrushanko S, Polikarpov S, Popov V, Radchenko O, Savina M, Savrin V, Selivanova D, Shalaev V, Shmatov S, Shulha S, Skovpen Y, Slabospitskii S, Smirnov V, Snigirev A, Sosnov D, Sulimov V, Tcherniaev E, Terkulov A, Teryaev O, Tlisova I, Toropin A, Uvarov L, Uzunian A, Vorobyev A, Voytishin N, Yuldashev BS, Zarubin A, Zhizhin I, Zhokin A. Observation of the Rare Decay of the η Meson to Four Muons. Phys Rev Lett 2023; 131:091903. [PMID: 37721839 DOI: 10.1103/physrevlett.131.091903] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 06/14/2023] [Indexed: 09/20/2023]
Abstract
A search for the rare η→μ^{+}μ^{-}μ^{+}μ^{-} double-Dalitz decay is performed using a sample of proton-proton collisions, collected by the CMS experiment at the CERN LHC with high-rate muon triggers during 2017 and 2018 and corresponding to an integrated luminosity of 101 fb^{-1}. A signal having a statistical significance well in excess of 5 standard deviations is observed. Using the η→μ^{+}μ^{-} decay as normalization, the branching fraction B(η→μ^{+}μ^{-}μ^{+}μ^{-})=[5.0±0.8(stat)±0.7(syst)±0.7(B_{2μ})]×10^{-9} is measured, where the last term is the uncertainty in the normalization channel branching fraction. This work achieves an improved precision of over 5 orders of magnitude compared to previous results, leading to the first measurement of this branching fraction, which is found to agree with theoretical predictions.
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Affiliation(s)
| | - A Tumasyan
- Yerevan Physics Institute, Yerevan, Armenia
| | - W Adam
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - T Bergauer
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - K Damanakis
- Institut für Hochenergiephysik, Vienna, Austria
| | | | | | - P S Hussain
- Institut für Hochenergiephysik, Vienna, Austria
| | - M Jeitler
- Institut für Hochenergiephysik, Vienna, Austria
| | - N Krammer
- Institut für Hochenergiephysik, Vienna, Austria
| | - D Liko
- Institut für Hochenergiephysik, Vienna, Austria
| | - I Mikulec
- Institut für Hochenergiephysik, Vienna, Austria
| | - J Schieck
- Institut für Hochenergiephysik, Vienna, Austria
| | - R Schöfbeck
- Institut für Hochenergiephysik, Vienna, Austria
| | - D Schwarz
- Institut für Hochenergiephysik, Vienna, Austria
| | - M Sonawane
- Institut für Hochenergiephysik, Vienna, Austria
| | - S Templ
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - C-E Wulz
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - T Janssen
- Universiteit Antwerpen, Antwerpen, Belgium
| | | | - E S Bols
- Vrije Universiteit Brussel, Brussels, Belgium
| | - J D'Hondt
- Vrije Universiteit Brussel, Brussels, Belgium
| | - S Dansana
- Vrije Universiteit Brussel, Brussels, Belgium
| | - A De Moor
- Vrije Universiteit Brussel, Brussels, Belgium
| | - M Delcourt
- Vrije Universiteit Brussel, Brussels, Belgium
| | - H El Faham
- Vrije Universiteit Brussel, Brussels, Belgium
| | - S Lowette
- Vrije Universiteit Brussel, Brussels, Belgium
| | - I Makarenko
- Vrije Universiteit Brussel, Brussels, Belgium
| | - A Morton
- Vrije Universiteit Brussel, Brussels, Belgium
| | - D Müller
- Vrije Universiteit Brussel, Brussels, Belgium
| | | | - S Tavernier
- Vrije Universiteit Brussel, Brussels, Belgium
| | - M Tytgat
- Vrije Universiteit Brussel, Brussels, Belgium
| | - S Van Putte
- Vrije Universiteit Brussel, Brussels, Belgium
| | - D Vannerom
- Vrije Universiteit Brussel, Brussels, Belgium
| | - B Clerbaux
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - L Favart
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - D Hohov
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - J Jaramillo
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - K Lee
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - A Malara
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - S Paredes
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - L Pétré
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - N Postiau
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - L Thomas
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | | | - P Vanlaer
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - D Dobur
- Ghent University, Ghent, Belgium
| | - J Knolle
- Ghent University, Ghent, Belgium
| | | | | | - C Rendón
- Ghent University, Ghent, Belgium
| | | | | | | | | | - A Benecke
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - G Bruno
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - C Caputo
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - C Delaere
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - I S Donertas
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - A Giammanco
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - K Jaffel
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - Sa Jain
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - V Lemaitre
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - J Lidrych
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - P Mastrapasqua
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - K Mondal
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - T T Tran
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - S Wertz
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - G A Alves
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - E Coelho
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - C Hensel
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | | | - A Moraes
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - P Rebello Teles
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - M Soeiro
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - W L Aldá Júnior
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | | | - W Carvalho
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - J Chinellato
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - E M Da Costa
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - G G Da Silveira
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | - J Martins
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - C Mora Herrera
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - K Mota Amarilo
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - L Mundim
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - H Nogima
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - A Santoro
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - A Sznajder
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - M Thiel
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - A Vilela Pereira
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - C A Bernardes
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - L Calligaris
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | | | - E M Gregores
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - P G Mercadante
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - S F Novaes
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - B Orzari
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - Sandra S Padula
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - A Aleksandrov
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - G Antchev
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - R Hadjiiska
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - P Iaydjiev
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - M Misheva
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - M Shopova
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - G Sultanov
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | | | - T Ivanov
- University of Sofia, Sofia, Bulgaria
| | - L Litov
- University of Sofia, Sofia, Bulgaria
| | - B Pavlov
- University of Sofia, Sofia, Bulgaria
| | - P Petkov
- University of Sofia, Sofia, Bulgaria
| | - A Petrov
- University of Sofia, Sofia, Bulgaria
| | - E Shumka
- University of Sofia, Sofia, Bulgaria
| | - S Keshri
- Instituto De Alta Investigación, Universidad de Tarapacá, Casilla 7 D, Arica, Chile
| | - S Thakur
- Instituto De Alta Investigación, Universidad de Tarapacá, Casilla 7 D, Arica, Chile
| | - T Cheng
- Beihang University, Beijing, China
| | - Q Guo
- Beihang University, Beijing, China
| | - T Javaid
- Beihang University, Beijing, China
| | - M Mittal
- Beihang University, Beijing, China
| | - L Yuan
- Beihang University, Beijing, China
| | - G Bauer
- Department of Physics, Tsinghua University, Beijing, China
| | - Z Hu
- Department of Physics, Tsinghua University, Beijing, China
| | - K Yi
- Department of Physics, Tsinghua University, Beijing, China
| | - G M Chen
- Institute of High Energy Physics, Beijing, China
| | - H S Chen
- Institute of High Energy Physics, Beijing, China
| | - M Chen
- Institute of High Energy Physics, Beijing, China
| | - F Iemmi
- Institute of High Energy Physics, Beijing, China
| | - C H Jiang
- Institute of High Energy Physics, Beijing, China
| | - A Kapoor
- Institute of High Energy Physics, Beijing, China
| | - H Liao
- Institute of High Energy Physics, Beijing, China
| | - Z-A Liu
- Institute of High Energy Physics, Beijing, China
| | - F Monti
- Institute of High Energy Physics, Beijing, China
| | - R Sharma
- Institute of High Energy Physics, Beijing, China
| | - J N Song
- Institute of High Energy Physics, Beijing, China
| | - J Tao
- Institute of High Energy Physics, Beijing, China
| | - J Wang
- Institute of High Energy Physics, Beijing, China
| | - H Zhang
- Institute of High Energy Physics, Beijing, China
| | - A Agapitos
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Y Ban
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - A Levin
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - C Li
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Q Li
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - X Lyu
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Y Mao
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - S J Qian
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - X Sun
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - D Wang
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - H Yang
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - C Zhou
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Z You
- Sun Yat-Sen University, Guangzhou, China
| | - N Lu
- University of Science and Technology of China, Hefei, China
| | - D Leggat
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE) - Fudan University, Shanghai, China
| | - H Okawa
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE) - Fudan University, Shanghai, China
| | - Y Zhang
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE) - Fudan University, Shanghai, China
| | - Z Lin
- Zhejiang University, Hangzhou, Zhejiang, China
| | - C Lu
- Zhejiang University, Hangzhou, Zhejiang, China
| | - M Xiao
- Zhejiang University, Hangzhou, Zhejiang, China
| | - C Avila
- Universidad de Los Andes, Bogota, Colombia
| | | | - A Cabrera
- Universidad de Los Andes, Bogota, Colombia
| | - C Florez
- Universidad de Los Andes, Bogota, Colombia
| | - J Fraga
- Universidad de Los Andes, Bogota, Colombia
| | | | | | - F Ramirez
- Universidad de Antioquia, Medellin, Colombia
| | - M Rodriguez
- Universidad de Antioquia, Medellin, Colombia
| | | | - D Giljanovic
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - N Godinovic
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - D Lelas
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - A Sculac
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - M Kovac
- University of Split, Faculty of Science, Split, Croatia
| | - T Sculac
- University of Split, Faculty of Science, Split, Croatia
| | - P Bargassa
- Institute Rudjer Boskovic, Zagreb, Croatia
| | | | | | - D Ferencek
- Institute Rudjer Boskovic, Zagreb, Croatia
| | - S Mishra
- Institute Rudjer Boskovic, Zagreb, Croatia
| | | | - T Susa
- Institute Rudjer Boskovic, Zagreb, Croatia
| | - A Attikis
- University of Cyprus, Nicosia, Cyprus
| | | | | | - J Mousa
- University of Cyprus, Nicosia, Cyprus
| | | | - F Ptochos
- University of Cyprus, Nicosia, Cyprus
| | - P A Razis
- University of Cyprus, Nicosia, Cyprus
| | | | - H Saka
- University of Cyprus, Nicosia, Cyprus
| | | | - M Finger
- Charles University, Prague, Czech Republic
| | - M Finger
- Charles University, Prague, Czech Republic
| | - A Kveton
- Charles University, Prague, Czech Republic
| | - E Ayala
- Escuela Politecnica Nacional, Quito, Ecuador
| | | | - Y Assran
- Academy of Scientific Research and Technology of the Arab Republic of Egypt, Egyptian Network of High Energy Physics, Cairo, Egypt
| | - S Elgammal
- Academy of Scientific Research and Technology of the Arab Republic of Egypt, Egyptian Network of High Energy Physics, Cairo, Egypt
| | - A Lotfy
- Center for High Energy Physics (CHEP-FU), Fayoum University, El-Fayoum, Egypt
| | - Y Mohammed
- Center for High Energy Physics (CHEP-FU), Fayoum University, El-Fayoum, Egypt
| | - R K Dewanjee
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - K Ehataht
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - M Kadastik
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - T Lange
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - S Nandan
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - C Nielsen
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - J Pata
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - M Raidal
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - L Tani
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - C Veelken
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - H Kirschenmann
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - K Osterberg
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - M Voutilainen
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - S Bharthuar
- Helsinki Institute of Physics, Helsinki, Finland
| | - E Brücken
- Helsinki Institute of Physics, Helsinki, Finland
| | - F Garcia
- Helsinki Institute of Physics, Helsinki, Finland
| | - J Havukainen
- Helsinki Institute of Physics, Helsinki, Finland
| | | | - M S Kim
- Helsinki Institute of Physics, Helsinki, Finland
| | - R Kinnunen
- Helsinki Institute of Physics, Helsinki, Finland
| | - T Lampén
- Helsinki Institute of Physics, Helsinki, Finland
| | | | - S Lehti
- Helsinki Institute of Physics, Helsinki, Finland
| | - T Lindén
- Helsinki Institute of Physics, Helsinki, Finland
| | - M Lotti
- Helsinki Institute of Physics, Helsinki, Finland
| | | | - M Myllymäki
- Helsinki Institute of Physics, Helsinki, Finland
| | - M M Rantanen
- Helsinki Institute of Physics, Helsinki, Finland
| | - H Siikonen
- Helsinki Institute of Physics, Helsinki, Finland
| | - E Tuominen
- Helsinki Institute of Physics, Helsinki, Finland
| | - J Tuominiemi
- Helsinki Institute of Physics, Helsinki, Finland
| | - P Luukka
- Lappeenranta-Lahti University of Technology, Lappeenranta, Finland
| | - H Petrow
- Lappeenranta-Lahti University of Technology, Lappeenranta, Finland
| | - T Tuuva
- Lappeenranta-Lahti University of Technology, Lappeenranta, Finland
| | - M Besancon
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - F Couderc
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - M Dejardin
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - D Denegri
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - J L Faure
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - F Ferri
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - S Ganjour
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - P Gras
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | | | - V Lohezic
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - J Malcles
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - J Rander
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - A Rosowsky
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - M Ö Sahin
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | | | - P Simkina
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - M Titov
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - C Baldenegro Barrera
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - F Beaudette
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Buchot Perraguin
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - P Busson
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Cappati
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - C Charlot
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - F Damas
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - O Davignon
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - G Falmagne
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - B A Fontana Santos Alves
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - S Ghosh
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Gilbert
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - R Granier de Cassagnac
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Hakimi
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - B Harikrishnan
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - L Kalipoliti
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - G Liu
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - J Motta
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - M Nguyen
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - C Ochando
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - L Portales
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - R Salerno
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - U Sarkar
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - J B Sauvan
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - Y Sirois
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Tarabini
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - E Vernazza
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Zabi
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Zghiche
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - J-L Agram
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - J Andrea
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - D Apparu
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - D Bloch
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - J-M Brom
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - E C Chabert
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - C Collard
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - S Falke
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - U Goerlach
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - C Grimault
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - R Haeberle
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - A-C Le Bihan
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - M A Sessini
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - P Van Hove
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - S Beauceron
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - B Blancon
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - G Boudoul
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - N Chanon
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - J Choi
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - D Contardo
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - P Depasse
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - C Dozen
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - H El Mamouni
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - J Fay
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - S Gascon
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - M Gouzevitch
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - C Greenberg
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - G Grenier
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - B Ille
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - I B Laktineh
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - M Lethuillier
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - L Mirabito
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - S Perries
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - M Vander Donckt
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - P Verdier
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - J Xiao
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - I Lomidze
- Georgian Technical University, Tbilisi, Georgia
| | | | | | - V Botta
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - L Feld
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - K Klein
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - M Lipinski
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - D Meuser
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - A Pauls
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - N Röwert
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - M Teroerde
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - S Diekmann
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Dodonova
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - N Eich
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - D Eliseev
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Engelke
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - M Erdmann
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - P Fackeldey
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - B Fischer
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - T Hebbeker
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - K Hoepfner
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Ivone
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Jung
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - M Y Lee
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - L Mastrolorenzo
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - M Merschmeyer
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Meyer
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S Mukherjee
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - D Noll
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Novak
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Nowotny
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Pozdnyakov
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - Y Rath
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - W Redjeb
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Rehm
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - H Reithler
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - V Sarkisovi
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Schmidt
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S C Schuler
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Sharma
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Stein
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | | | - L Vigilante
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S Wiedenbeck
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S Zaleski
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - C Dziwok
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - G Flügge
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - W Haj Ahmad
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - T Kress
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - A Nowack
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - O Pooth
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - A Stahl
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - T Ziemons
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - A Zotz
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | | | | | - J Alimena
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Amoroso
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y An
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Baxter
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Bayatmakou
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - O Behnke
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Belvedere
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - F Blekman
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - K Borras
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Brunner
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Campbell
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Cardini
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - C Cheng
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - F Colombina
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | - M De Silva
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - G Eckerlin
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Eckstein
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - O Filatov
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - E Gallo
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Geiser
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Giraldi
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - G Greau
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - V Guglielmi
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Guthoff
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Hinzmann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Jafari
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - L Jeppe
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - N Z Jomhari
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - B Kaech
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Kasemann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - H Kaveh
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - C Kleinwort
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - R Kogler
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Komm
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Krücker
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - W Lange
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - K Lipka
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - W Lohmann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - R Mankel
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | - J Metwally
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A B Meyer
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - G Milella
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Mormile
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Mussgiller
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Nürnberg
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y Otarid
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Pérez Adán
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - E Ranken
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Raspereza
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - J Rübenach
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Saggio
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Scham
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - V Scheurer
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Schnake
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - P Schütze
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | | | | | - D Stafford
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - F Vazzoler
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - R Walsh
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Q Wang
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y Wen
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - K Wichmann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - L Wiens
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - C Wissing
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Wuchterl
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y Yang
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | | | | | - S Bein
- University of Hamburg, Hamburg, Germany
| | - L Benato
- University of Hamburg, Hamburg, Germany
| | | | - P Connor
- University of Hamburg, Hamburg, Germany
| | - M Eich
- University of Hamburg, Hamburg, Germany
| | | | - Y Fischer
- University of Hamburg, Hamburg, Germany
| | | | - C Garbers
- University of Hamburg, Hamburg, Germany
| | - E Garutti
- University of Hamburg, Hamburg, Germany
| | | | | | - J Haller
- University of Hamburg, Hamburg, Germany
| | | | | | - P Keicher
- University of Hamburg, Hamburg, Germany
| | - R Klanner
- University of Hamburg, Hamburg, Germany
| | - W Korcari
- University of Hamburg, Hamburg, Germany
| | - T Kramer
- University of Hamburg, Hamburg, Germany
| | - V Kutzner
- University of Hamburg, Hamburg, Germany
| | - F Labe
- University of Hamburg, Hamburg, Germany
| | - J Lange
- University of Hamburg, Hamburg, Germany
| | - A Lobanov
- University of Hamburg, Hamburg, Germany
| | | | - A Mehta
- University of Hamburg, Hamburg, Germany
| | | | | | | | - Y Nissan
- University of Hamburg, Hamburg, Germany
| | - A Paasch
- University of Hamburg, Hamburg, Germany
| | | | | | - B Raciti
- University of Hamburg, Hamburg, Germany
| | - M Rieger
- University of Hamburg, Hamburg, Germany
| | - D Savoiu
- University of Hamburg, Hamburg, Germany
| | | | | | | | | | | | - H Stadie
- University of Hamburg, Hamburg, Germany
| | | | - A Tews
- University of Hamburg, Hamburg, Germany
| | - M Wolf
- University of Hamburg, Hamburg, Germany
| | - S Brommer
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Burkart
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - E Butz
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - T Chwalek
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Dierlamm
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Droll
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - N Faltermann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Giffels
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Gottmann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - F Hartmann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Horzela
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - U Husemann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Klute
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Koppenhöfer
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Link
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Lintuluoto
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Maier
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Mitra
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - Th Müller
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Neukum
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Oh
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - G Quast
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - K Rabbertz
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - I Shvetsov
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - H J Simonis
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - N Trevisani
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Ulrich
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | | | - R F Von Cube
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Wassmer
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Wieland
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - F Wittig
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Wolf
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Wunsch
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - X Zuo
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - G Anagnostou
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - P Assiouras
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - G Daskalakis
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - A Kyriakis
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - A Papadopoulos
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - A Stakia
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - D Karasavvas
- National and Kapodistrian University of Athens, Athens, Greece
| | - P Kontaxakis
- National and Kapodistrian University of Athens, Athens, Greece
| | - G Melachroinos
- National and Kapodistrian University of Athens, Athens, Greece
| | - A Panagiotou
- National and Kapodistrian University of Athens, Athens, Greece
| | - I Papavergou
- National and Kapodistrian University of Athens, Athens, Greece
| | - I Paraskevas
- National and Kapodistrian University of Athens, Athens, Greece
| | - N Saoulidou
- National and Kapodistrian University of Athens, Athens, Greece
| | - K Theofilatos
- National and Kapodistrian University of Athens, Athens, Greece
| | - E Tziaferi
- National and Kapodistrian University of Athens, Athens, Greece
| | - K Vellidis
- National and Kapodistrian University of Athens, Athens, Greece
| | - I Zisopoulos
- National and Kapodistrian University of Athens, Athens, Greece
| | - G Bakas
- National Technical University of Athens, Athens, Greece
| | | | - G Karapostoli
- National Technical University of Athens, Athens, Greece
| | - K Kousouris
- National Technical University of Athens, Athens, Greece
| | | | - E Siamarkou
- National Technical University of Athens, Athens, Greece
| | - G Tsipolitis
- National Technical University of Athens, Athens, Greece
| | | | - K Adamidis
- University of Ioánnina, Ioánnina, Greece
| | | | | | - C Foudas
- University of Ioánnina, Ioánnina, Greece
| | | | | | | | - P Kokkas
- University of Ioánnina, Ioánnina, Greece
| | | | - N Manthos
- University of Ioánnina, Ioánnina, Greece
| | | | | | - M Csanád
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - K Farkas
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - M M A Gadallah
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - Á Kadlecsik
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - P Major
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - K Mandal
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - G Pásztor
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - A J Rádl
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - G I Veres
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - M Bartók
- Wigner Research Centre for Physics, Budapest, Hungary
| | - C Hajdu
- Wigner Research Centre for Physics, Budapest, Hungary
| | - D Horvath
- Wigner Research Centre for Physics, Budapest, Hungary
| | - F Sikler
- Wigner Research Centre for Physics, Budapest, Hungary
| | - V Veszpremi
- Wigner Research Centre for Physics, Budapest, Hungary
| | - G Bencze
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - S Czellar
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - J Karancsi
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - J Molnar
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - Z Szillasi
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - P Raics
- Institute of Physics, University of Debrecen, Debrecen, Hungary
| | - B Ujvari
- Institute of Physics, University of Debrecen, Debrecen, Hungary
| | - G Zilizi
- Institute of Physics, University of Debrecen, Debrecen, Hungary
| | - T Csorgo
- Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
| | - F Nemes
- Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
| | - T Novak
- Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
| | - J Babbar
- Panjab University, Chandigarh, India
| | - S Bansal
- Panjab University, Chandigarh, India
| | - S B Beri
- Panjab University, Chandigarh, India
| | | | | | - S Chauhan
- Panjab University, Chandigarh, India
| | - N Dhingra
- Panjab University, Chandigarh, India
| | - R Gupta
- Panjab University, Chandigarh, India
| | - A Kaur
- Panjab University, Chandigarh, India
| | - A Kaur
- Panjab University, Chandigarh, India
| | - H Kaur
- Panjab University, Chandigarh, India
| | - M Kaur
- Panjab University, Chandigarh, India
| | - S Kumar
- Panjab University, Chandigarh, India
| | - P Kumari
- Panjab University, Chandigarh, India
| | - M Meena
- Panjab University, Chandigarh, India
| | - K Sandeep
- Panjab University, Chandigarh, India
| | | | - J B Singh
- Panjab University, Chandigarh, India
| | - A Singla
- Panjab University, Chandigarh, India
| | - A Ahmed
- University of Delhi, Delhi, India
| | | | | | | | - A Kumar
- University of Delhi, Delhi, India
| | | | - K Ranjan
- University of Delhi, Delhi, India
| | - S Saumya
- University of Delhi, Delhi, India
| | - S Baradia
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Barman
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | | | - D Bhowmik
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Dutta
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Dutta
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - B Gomber
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - P Palit
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - G Saha
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - B Sahu
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Sarkar
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - P K Behera
- Indian Institute of Technology Madras, Madras, India
| | - S C Behera
- Indian Institute of Technology Madras, Madras, India
| | - S Chatterjee
- Indian Institute of Technology Madras, Madras, India
| | - P Jana
- Indian Institute of Technology Madras, Madras, India
| | - P Kalbhor
- Indian Institute of Technology Madras, Madras, India
| | | | - D Kumar
- Indian Institute of Technology Madras, Madras, India
| | | | - L Panwar
- Indian Institute of Technology Madras, Madras, India
| | - R Pradhan
- Indian Institute of Technology Madras, Madras, India
| | - P R Pujahari
- Indian Institute of Technology Madras, Madras, India
| | - N R Saha
- Indian Institute of Technology Madras, Madras, India
| | - A Sharma
- Indian Institute of Technology Madras, Madras, India
| | - A K Sikdar
- Indian Institute of Technology Madras, Madras, India
| | - S Verma
- Indian Institute of Technology Madras, Madras, India
| | - T Aziz
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - I Das
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - S Dugad
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - M Kumar
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - G B Mohanty
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - P Suryadevara
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - A Bala
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Banerjee
- Tata Institute of Fundamental Research-B, Mumbai, India
| | | | - M Guchait
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Karmakar
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Kumar
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - G Majumder
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - K Mazumdar
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Mukherjee
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - A Thachayath
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Bahinipati
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - A K Das
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - C Kar
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - D Maity
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - P Mal
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - T Mishra
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - V K Muraleedharan Nair Bindhu
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - K Naskar
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - A Nayak
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - P Sadangi
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - P Saha
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - S K Swain
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - S Varghese
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - D Vats
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - A Alpana
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - S Dube
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - B Kansal
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - A Laha
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - A Rastogi
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - S Sharma
- Indian Institute of Science Education and Research (IISER), Pune, India
| | | | - E Khazaie
- Isfahan University of Technology, Isfahan, Iran
| | - M Zeinali
- Isfahan University of Technology, Isfahan, Iran
| | - S Chenarani
- Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
| | - S M Etesami
- Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
| | - M Khakzad
- Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
| | | | | | - M Abbrescia
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - R Aly
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | | | - D Creanza
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - B D' Anzi
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - N De Filippis
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - M De Palma
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - A Di Florio
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - W Elmetenawee
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - L Fiore
- INFN Sezione di Bari, Bari, Italy
| | - G Iaselli
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - G Maggi
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - M Maggi
- INFN Sezione di Bari, Bari, Italy
| | - I Margjeka
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - V Mastrapasqua
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - S My
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - S Nuzzo
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - A Pellecchia
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - A Pompili
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - G Pugliese
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | | | | | - D Ramos
- INFN Sezione di Bari, Bari, Italy
| | | | | | - F M Simone
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | | | | | | | | | - A Zaza
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | | | - C Battilana
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - D Bonacorsi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - R Campanini
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - P Capiluppi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - A Castro
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - M Cuffiani
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - T Diotalevi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - F Fabbri
- INFN Sezione di Bologna, Bologna, Italy
| | - A Fanfani
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - D Fasanella
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - L Giommi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - L Guiducci
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - S Lo Meo
- INFN Sezione di Bologna, Bologna, Italy
| | - L Lunerti
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - G Masetti
- INFN Sezione di Bologna, Bologna, Italy
| | - F L Navarria
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - F Primavera
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - A M Rossi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - T Rovelli
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - G P Siroli
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - S Costa
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | | | - R Potenza
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | - A Tricomi
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | - C Tuve
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | | | - G Bardelli
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - B Camaiani
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - A Cassese
- INFN Sezione di Firenze, Firenze, Italy
| | | | - V Ciulli
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | | | - R D'Alessandro
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - E Focardi
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - G Latino
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - P Lenzi
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - M Lizzo
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | | | | | - A Papanastassiou
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | | | - L Viliani
- INFN Sezione di Firenze, Firenze, Italy
| | - L Benussi
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | - S Bianco
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | - S Meola
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | - D Piccolo
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | | | - F Ferro
- INFN Sezione di Genova, Genova, Italy
| | - E Robutti
- INFN Sezione di Genova, Genova, Italy
| | - S Tosi
- INFN Sezione di Genova, Genova, Italy
- Università di Genova, Genova, Italy
| | - A Benaglia
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - G Boldrini
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - F Brivio
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - F Cetorelli
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - F De Guio
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - M E Dinardo
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - P Dini
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - S Gennai
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - A Ghezzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - P Govoni
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - L Guzzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - M T Lucchini
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - M Malberti
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - S Malvezzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - A Massironi
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - D Menasce
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - L Moroni
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - M Paganoni
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - D Pedrini
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | | | - S Ragazzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - N Redaelli
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - T Tabarelli de Fatis
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - D Zuolo
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | | | - A Cagnotta
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli "Federico II", Napoli, Italy
| | - F Carnevali
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli "Federico II", Napoli, Italy
| | - N Cavallo
- INFN Sezione di Napoli, Napoli, Italy
- Università della Basilicata, Potenza, Italy
| | - A De Iorio
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli "Federico II", Napoli, Italy
| | - F Fabozzi
- INFN Sezione di Napoli, Napoli, Italy
- Università della Basilicata, Potenza, Italy
| | - A O M Iorio
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli "Federico II", Napoli, Italy
| | - L Lista
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli "Federico II", Napoli, Italy
| | | | - B Rossi
- INFN Sezione di Napoli, Napoli, Italy
| | - C Sciacca
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli "Federico II", Napoli, Italy
| | - R Ardino
- INFN Sezione di Padova, Padova, Italy
| | - P Azzi
- INFN Sezione di Padova, Padova, Italy
| | | | - D Bisello
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | | | - A Bragagnolo
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - R Carlin
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | | | - T Dorigo
- INFN Sezione di Padova, Padova, Italy
| | - F Gasparini
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - U Gasparini
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - G Govi
- INFN Sezione di Padova, Padova, Italy
| | - G Grosso
- INFN Sezione di Padova, Padova, Italy
| | - L Layer
- INFN Sezione di Padova, Padova, Italy
| | - E Lusiani
- INFN Sezione di Padova, Padova, Italy
| | - M Margoni
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - A T Meneguzzo
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - M Migliorini
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - J Pazzini
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - P Ronchese
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - R Rossin
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - F Simonetto
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - G Strong
- INFN Sezione di Padova, Padova, Italy
| | - M Tosi
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - A Triossi
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - H Yarar
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - M Zanetti
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - P Zotto
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - A Zucchetta
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - G Zumerle
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | | | - C Aimè
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | | | - S Calzaferri
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - D Fiorina
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - P Montagna
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - V Re
- INFN Sezione di Pavia, Pavia, Italy
| | - C Riccardi
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | | | - I Vai
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - P Vitulo
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - S Ajmal
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - P Asenov
- INFN Sezione di Perugia, Perugia, Italy
| | - G M Bilei
- INFN Sezione di Perugia, Perugia, Italy
| | - D Ciangottini
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - L Fanò
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - M Magherini
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - G Mantovani
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - V Mariani
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | | | | | - A Piccinelli
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - M Presilla
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - A Rossi
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - A Santocchia
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - D Spiga
- INFN Sezione di Perugia, Perugia, Italy
| | - T Tedeschi
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | | | | | | | - L Bianchini
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | | | | | - D Bruschini
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | | | - M A Ciocci
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - M Cipriani
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - V D'Amante
- INFN Sezione di Pisa, Pisa, Italy
- Università di Siena, Siena, Italy
| | | | - S Donato
- INFN Sezione di Pisa, Pisa, Italy
| | - A Giassi
- INFN Sezione di Pisa, Pisa, Italy
| | - F Ligabue
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | | | - A Messineo
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - M Musich
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - F Palla
- INFN Sezione di Pisa, Pisa, Italy
| | | | - A Rizzi
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - G Rolandi
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | | | - T Sarkar
- INFN Sezione di Pisa, Pisa, Italy
| | | | | | - R Tenchini
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - G Tonelli
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - N Turini
- INFN Sezione di Pisa, Pisa, Italy
- Università di Siena, Siena, Italy
| | | | | | - P Barria
- INFN Sezione di Roma, Roma, Italy
| | - M Campana
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - L Cunqueiro Mendez
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - D Del Re
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - M Diemoz
- INFN Sezione di Roma, Roma, Italy
| | - F Errico
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - E Longo
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - J Mijuskovic
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - G Organtini
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - R Paramatti
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - C Quaranta
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - S Rahatlou
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - F Santanastasio
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - L Soffi
- INFN Sezione di Roma, Roma, Italy
| | - R Tramontano
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - N Amapane
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - R Arcidiacono
- INFN Sezione di Torino, Torino, Italy
- Università del Piemonte Orientale, Novara, Italy
| | - S Argiro
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - M Arneodo
- INFN Sezione di Torino, Torino, Italy
- Università del Piemonte Orientale, Novara, Italy
| | | | - R Bellan
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - A Bellora
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - C Biino
- INFN Sezione di Torino, Torino, Italy
| | | | - M Costa
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - R Covarelli
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - N Demaria
- INFN Sezione di Torino, Torino, Italy
| | - L Finco
- INFN Sezione di Torino, Torino, Italy
| | - M Grippo
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - B Kiani
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - F Legger
- INFN Sezione di Torino, Torino, Italy
| | - F Luongo
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | | | - S Maselli
- INFN Sezione di Torino, Torino, Italy
| | - A Mecca
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - E Migliore
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - M Monteno
- INFN Sezione di Torino, Torino, Italy
| | | | - M M Obertino
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - G Ortona
- INFN Sezione di Torino, Torino, Italy
| | - L Pacher
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | | | | | - M Ruspa
- INFN Sezione di Torino, Torino, Italy
- Università del Piemonte Orientale, Novara, Italy
| | - F Siviero
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - V Sola
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - A Solano
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - D Soldi
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - A Staiano
- INFN Sezione di Torino, Torino, Italy
| | - C Tarricone
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - M Tornago
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - D Trocino
- INFN Sezione di Torino, Torino, Italy
| | - G Umoret
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - A Vagnerini
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - E Vlasov
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | | | - V Candelise
- INFN Sezione di Trieste, Trieste, Italy
- Università di Trieste, Trieste, Italy
| | - M Casarsa
- INFN Sezione di Trieste, Trieste, Italy
| | | | - K De Leo
- INFN Sezione di Trieste, Trieste, Italy
- Università di Trieste, Trieste, Italy
| | - G Della Ricca
- INFN Sezione di Trieste, Trieste, Italy
- Università di Trieste, Trieste, Italy
| | - S Dogra
- Kyungpook National University, Daegu, Korea
| | - J Hong
- Kyungpook National University, Daegu, Korea
| | - C Huh
- Kyungpook National University, Daegu, Korea
| | - B Kim
- Kyungpook National University, Daegu, Korea
| | - D H Kim
- Kyungpook National University, Daegu, Korea
| | - J Kim
- Kyungpook National University, Daegu, Korea
| | - H Lee
- Kyungpook National University, Daegu, Korea
| | - J Lee
- Kyungpook National University, Daegu, Korea
| | - S W Lee
- Kyungpook National University, Daegu, Korea
| | - C S Moon
- Kyungpook National University, Daegu, Korea
| | - Y D Oh
- Kyungpook National University, Daegu, Korea
| | - S I Pak
- Kyungpook National University, Daegu, Korea
| | - M S Ryu
- Kyungpook National University, Daegu, Korea
| | - S Sekmen
- Kyungpook National University, Daegu, Korea
| | - Y C Yang
- Kyungpook National University, Daegu, Korea
| | - G Bak
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - P Gwak
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - H Kim
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - D H Moon
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - E Asilar
- Hanyang University, Seoul, Korea
| | - D Kim
- Hanyang University, Seoul, Korea
| | - T J Kim
- Hanyang University, Seoul, Korea
| | | | - J Park
- Hanyang University, Seoul, Korea
| | - S Choi
- Korea University, Seoul, Korea
| | - S Han
- Korea University, Seoul, Korea
| | - B Hong
- Korea University, Seoul, Korea
| | - K Lee
- Korea University, Seoul, Korea
| | - K S Lee
- Korea University, Seoul, Korea
| | - J Park
- Korea University, Seoul, Korea
| | | | - J Yoo
- Korea University, Seoul, Korea
| | - J Goh
- Kyung Hee University, Department of Physics, Seoul, Korea
| | - H S Kim
- Sejong University, Seoul, Korea
| | - Y Kim
- Sejong University, Seoul, Korea
| | - S Lee
- Sejong University, Seoul, Korea
| | - J Almond
- Seoul National University, Seoul, Korea
| | - J H Bhyun
- Seoul National University, Seoul, Korea
| | - J Choi
- Seoul National University, Seoul, Korea
| | - S Jeon
- Seoul National University, Seoul, Korea
| | - W Jun
- Seoul National University, Seoul, Korea
| | - J Kim
- Seoul National University, Seoul, Korea
| | - J S Kim
- Seoul National University, Seoul, Korea
| | - S Ko
- Seoul National University, Seoul, Korea
| | - H Kwon
- Seoul National University, Seoul, Korea
| | - H Lee
- Seoul National University, Seoul, Korea
| | - J Lee
- Seoul National University, Seoul, Korea
| | - S Lee
- Seoul National University, Seoul, Korea
| | - B H Oh
- Seoul National University, Seoul, Korea
| | - S B Oh
- Seoul National University, Seoul, Korea
| | - H Seo
- Seoul National University, Seoul, Korea
| | - U K Yang
- Seoul National University, Seoul, Korea
| | - I Yoon
- Seoul National University, Seoul, Korea
| | - W Jang
- University of Seoul, Seoul, Korea
| | - D Y Kang
- University of Seoul, Seoul, Korea
| | - Y Kang
- University of Seoul, Seoul, Korea
| | - S Kim
- University of Seoul, Seoul, Korea
| | - B Ko
- University of Seoul, Seoul, Korea
| | | | - Y Lee
- University of Seoul, Seoul, Korea
| | - I C Park
- University of Seoul, Seoul, Korea
| | - Y Roh
- University of Seoul, Seoul, Korea
| | | | - S Yang
- University of Seoul, Seoul, Korea
| | - S Ha
- Yonsei University, Department of Physics, Seoul, Korea
| | - H D Yoo
- Yonsei University, Department of Physics, Seoul, Korea
| | - M Choi
- Sungkyunkwan University, Suwon, Korea
| | - M R Kim
- Sungkyunkwan University, Suwon, Korea
| | - H Lee
- Sungkyunkwan University, Suwon, Korea
| | - Y Lee
- Sungkyunkwan University, Suwon, Korea
| | - I Yu
- Sungkyunkwan University, Suwon, Korea
| | - T Beyrouthy
- College of Engineering and Technology, American University of the Middle East (AUM), Dasman, Kuwait
| | - Y Maghrbi
- College of Engineering and Technology, American University of the Middle East (AUM), Dasman, Kuwait
| | | | - A Gaile
- Riga Technical University, Riga, Latvia
| | - G Pikurs
- Riga Technical University, Riga, Latvia
| | | | - M Seidel
- Riga Technical University, Riga, Latvia
| | | | | | | | | | | | | | | | - I Yusuff
- National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Z Zolkapli
- National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia
| | - J F Benitez
- Universidad de Sonora (UNISON), Hermosillo, Mexico
| | | | | | | | | | | | - A Sehrawat
- Universidad de Sonora (UNISON), Hermosillo, Mexico
| | | | - G Ayala
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | - H Castilla-Valdez
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | - E De La Cruz-Burelo
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | | | - R Lopez-Fernandez
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | | | - D A Perez Navarro
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | - A Sánchez Hernández
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | | | | | - I Bautista
- Benemerita Universidad Autonoma de Puebla, Puebla, Mexico
| | - I Pedraza
- Benemerita Universidad Autonoma de Puebla, Puebla, Mexico
| | | | | | - I Bubanja
- University of Montenegro, Podgorica, Montenegro
| | - N Raicevic
- University of Montenegro, Podgorica, Montenegro
| | - P H Butler
- University of Canterbury, Christchurch, New Zealand
| | - A Ahmad
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - M I Asghar
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - A Awais
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - M I M Awan
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - H R Hoorani
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - W A Khan
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - V Avati
- AGH University of Science and Technology Faculty of Computer Science, Electronics and Telecommunications, Krakow, Poland
| | - L Grzanka
- AGH University of Science and Technology Faculty of Computer Science, Electronics and Telecommunications, Krakow, Poland
| | - M Malawski
- AGH University of Science and Technology Faculty of Computer Science, Electronics and Telecommunications, Krakow, Poland
| | - H Bialkowska
- National Centre for Nuclear Research, Swierk, Poland
| | - M Bluj
- National Centre for Nuclear Research, Swierk, Poland
| | - B Boimska
- National Centre for Nuclear Research, Swierk, Poland
| | - M Górski
- National Centre for Nuclear Research, Swierk, Poland
| | - M Kazana
- National Centre for Nuclear Research, Swierk, Poland
| | - M Szleper
- National Centre for Nuclear Research, Swierk, Poland
| | - P Zalewski
- National Centre for Nuclear Research, Swierk, Poland
| | - K Bunkowski
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - K Doroba
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - A Kalinowski
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - M Konecki
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - J Krolikowski
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - A Muhammad
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - M Araujo
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - D Bastos
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | | | - A Boletti
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - M Bozzo
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - P Faccioli
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - M Gallinaro
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - J Hollar
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - N Leonardo
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - T Niknejad
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - M Pisano
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - J Seixas
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - J Varela
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - P Adzic
- Faculty of Physics, University of Belgrade, Belgrade, Serbia
| | - P Milenovic
- Faculty of Physics, University of Belgrade, Belgrade, Serbia
| | - M Dordevic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
| | - J Milosevic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
| | - V Rekovic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
| | - M Aguilar-Benitez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J Alcaraz Maestre
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M Barrio Luna
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - Cristina F Bedoya
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M Cepeda
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M Cerrada
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - N Colino
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - B De La Cruz
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - A Delgado Peris
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - D Fernández Del Val
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J P Fernández Ramos
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J Flix
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M C Fouz
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - O Gonzalez Lopez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - S Goy Lopez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J M Hernandez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M I Josa
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J León Holgado
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - D Moran
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - C M Morcillo Perez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - Á Navarro Tobar
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - C Perez Dengra
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | | | - J Puerta Pelayo
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - I Redondo
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - D D Redondo Ferrero
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - L Romero
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - S Sánchez Navas
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - L Urda Gómez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J Vazquez Escobar
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - C Willmott
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | | | - B Alvarez Gonzalez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - J Cuevas
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - J Fernandez Menendez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - S Folgueras
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - I Gonzalez Caballero
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - J R González Fernández
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - E Palencia Cortezon
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - C Ramón Álvarez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - V Rodríguez Bouza
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - A Soto Rodríguez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - A Trapote
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - C Vico Villalba
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - P Vischia
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - S Blanco Fernández
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J A Brochero Cifuentes
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - I J Cabrillo
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - A Calderon
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J Duarte Campderros
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - M Fernandez
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Fernandez Madrazo
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - G Gomez
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Lasaosa García
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Martinez Rivero
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | | | - F Matorras
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - P Matorras Cuevas
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - E Navarrete Ramos
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J Piedra Gomez
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Prieels
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - L Scodellaro
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - I Vila
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J M Vizan Garcia
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | | | | | | | | | | | - K Liyanage
- University of Ruhuna, Department of Physics, Matara, Sri Lanka
| | - N Perera
- University of Ruhuna, Department of Physics, Matara, Sri Lanka
| | - N Wickramage
- University of Ruhuna, Department of Physics, Matara, Sri Lanka
| | - D Abbaneo
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C Amendola
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Auffray
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Auzinger
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Baechler
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Barney
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | | | - M Bianco
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - B Bilin
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A A Bin Anuar
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Bocci
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Brondolin
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C Caillol
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - T Camporesi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Cerminara
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - N Chernyavskaya
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D d'Enterria
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Dabrowski
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A David
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A De Roeck
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M M Defranchis
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Deile
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Dobson
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Fallavollita
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L Forthomme
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Franzoni
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - W Funk
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Giani
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Gigi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - K Gill
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Glege
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L Gouskos
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Haranko
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Hegeman
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - V Innocente
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - T James
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Janot
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Kieseler
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Laurila
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Lecoq
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Leutgeb
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C Lourenço
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - B Maier
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L Malgeri
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Mannelli
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A C Marini
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Meijers
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Mersi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Meschi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - V Milosevic
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Moortgat
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Mulders
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Orfanelli
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Pantaleo
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Peruzzi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Petrilli
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Petrucciani
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Pfeiffer
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Pierini
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Piparo
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - H Qu
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Rabady
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | | | - M Rovere
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - H Sakulin
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Scarfi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Selvaggi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Sharma
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - K Shchelina
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Silva
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Sphicas
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A G Stahl Leiton
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Steen
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Summers
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Treille
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Tropea
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Tsirou
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Walter
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Wanczyk
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - K A Wozniak
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Zehetner
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Zejdl
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - W D Zeuner
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | | | - L Caminada
- Paul Scherrer Institut, Villigen, Switzerland
| | - A Ebrahimi
- Paul Scherrer Institut, Villigen, Switzerland
| | - W Erdmann
- Paul Scherrer Institut, Villigen, Switzerland
| | | | - Q Ingram
- Paul Scherrer Institut, Villigen, Switzerland
| | - H C Kaestli
- Paul Scherrer Institut, Villigen, Switzerland
| | - D Kotlinski
- Paul Scherrer Institut, Villigen, Switzerland
| | - C Lange
- Paul Scherrer Institut, Villigen, Switzerland
| | - M Missiroli
- Paul Scherrer Institut, Villigen, Switzerland
| | - L Noehte
- Paul Scherrer Institut, Villigen, Switzerland
| | - T Rohe
- Paul Scherrer Institut, Villigen, Switzerland
| | - T K Aarrestad
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - K Androsov
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Backhaus
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A Calandri
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Cazzaniga
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - K Datta
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A De Cosa
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - G Dissertori
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Dittmar
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Donegà
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Eble
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Galli
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - K Gedia
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Glessgen
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Grab
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D Hits
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - W Lustermann
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A-M Lyon
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - R A Manzoni
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Marchegiani
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - L Marchese
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Martin Perez
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A Mascellani
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Nessi-Tedaldi
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Pauss
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - V Perovic
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - S Pigazzini
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M G Ratti
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Reichmann
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Reissel
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - T Reitenspiess
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - B Ristic
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Riti
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D Ruini
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D A Sanz Becerra
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - R Seidita
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - J Steggemann
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D Valsecchi
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - R Wallny
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Amsler
- Universität Zürich, Zurich, Switzerland
| | | | - C Botta
- Universität Zürich, Zurich, Switzerland
| | | | | | - K Cormier
- Universität Zürich, Zurich, Switzerland
| | - A De Wit
- Universität Zürich, Zurich, Switzerland
| | | | | | - M Huwiler
- Universität Zürich, Zurich, Switzerland
| | - W Jin
- Universität Zürich, Zurich, Switzerland
| | | | | | | | | | | | - P Meiring
- Universität Zürich, Zurich, Switzerland
| | | | | | | | - A Reimers
- Universität Zürich, Zurich, Switzerland
| | - P Robmann
- Universität Zürich, Zurich, Switzerland
| | | | | | - M Senger
- Universität Zürich, Zurich, Switzerland
| | | | - C Adloff
- National Central University, Chung-Li, Taiwan
| | - C M Kuo
- National Central University, Chung-Li, Taiwan
| | - W Lin
- National Central University, Chung-Li, Taiwan
| | - P K Rout
- National Central University, Chung-Li, Taiwan
| | - P C Tiwari
- National Central University, Chung-Li, Taiwan
| | - S S Yu
- National Central University, Chung-Li, Taiwan
| | - L Ceard
- National Taiwan University (NTU), Taipei, Taiwan
| | - Y Chao
- National Taiwan University (NTU), Taipei, Taiwan
| | - K F Chen
- National Taiwan University (NTU), Taipei, Taiwan
| | - P S Chen
- National Taiwan University (NTU), Taipei, Taiwan
| | - Z G Chen
- National Taiwan University (NTU), Taipei, Taiwan
| | - W-S Hou
- National Taiwan University (NTU), Taipei, Taiwan
| | - T H Hsu
- National Taiwan University (NTU), Taipei, Taiwan
| | - Y W Kao
- National Taiwan University (NTU), Taipei, Taiwan
| | - R Khurana
- National Taiwan University (NTU), Taipei, Taiwan
| | - G Kole
- National Taiwan University (NTU), Taipei, Taiwan
| | - Y Y Li
- National Taiwan University (NTU), Taipei, Taiwan
| | - R-S Lu
- National Taiwan University (NTU), Taipei, Taiwan
| | - E Paganis
- National Taiwan University (NTU), Taipei, Taiwan
| | - A Psallidas
- National Taiwan University (NTU), Taipei, Taiwan
| | - X F Su
- National Taiwan University (NTU), Taipei, Taiwan
| | | | - H Y Wu
- National Taiwan University (NTU), Taipei, Taiwan
| | - E Yazgan
- National Taiwan University (NTU), Taipei, Taiwan
| | - C Asawatangtrakuldee
- Chulalongkorn University, Faculty of Science, Department of Physics, Bangkok, Thailand
| | - N Srimanobhas
- Chulalongkorn University, Faculty of Science, Department of Physics, Bangkok, Thailand
| | - V Wachirapusitanand
- Chulalongkorn University, Faculty of Science, Department of Physics, Bangkok, Thailand
| | - D Agyel
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - F Boran
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - Z S Demiroglu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - F Dolek
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - I Dumanoglu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - E Eskut
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - Y Guler
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - E Gurpinar Guler
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - C Isik
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - O Kara
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - A Kayis Topaksu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - U Kiminsu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - G Onengut
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - K Ozdemir
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - A Polatoz
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - B Tali
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - U G Tok
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - S Turkcapar
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - E Uslan
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - I S Zorbakir
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - K Ocalan
- Middle East Technical University, Physics Department, Ankara, Turkey
| | - M Yalvac
- Middle East Technical University, Physics Department, Ankara, Turkey
| | - B Akgun
- Bogazici University, Istanbul, Turkey
| | | | - E Gülmez
- Bogazici University, Istanbul, Turkey
| | - M Kaya
- Bogazici University, Istanbul, Turkey
| | - O Kaya
- Bogazici University, Istanbul, Turkey
| | - S Tekten
- Bogazici University, Istanbul, Turkey
| | - A Cakir
- Istanbul Technical University, Istanbul, Turkey
| | - K Cankocak
- Istanbul Technical University, Istanbul, Turkey
| | - Y Komurcu
- Istanbul Technical University, Istanbul, Turkey
| | - S Sen
- Istanbul Technical University, Istanbul, Turkey
| | - O Aydilek
- Istanbul University, Istanbul, Turkey
| | - S Cerci
- Istanbul University, Istanbul, Turkey
| | | | | | - I Hos
- Istanbul University, Istanbul, Turkey
| | - B Isildak
- Istanbul University, Istanbul, Turkey
| | - B Kaynak
- Istanbul University, Istanbul, Turkey
| | | | - H Sert
- Istanbul University, Istanbul, Turkey
| | - C Simsek
- Istanbul University, Istanbul, Turkey
| | | | | | - A Boyaryntsev
- Institute for Scintillation Materials of National Academy of Science of Ukraine, Kharkiv, Ukraine
| | - B Grynyov
- Institute for Scintillation Materials of National Academy of Science of Ukraine, Kharkiv, Ukraine
| | - L Levchuk
- National Science Centre, Kharkiv Institute of Physics and Technology, Kharkiv, Ukraine
| | - D Anthony
- University of Bristol, Bristol, United Kingdom
| | - J J Brooke
- University of Bristol, Bristol, United Kingdom
| | - A Bundock
- University of Bristol, Bristol, United Kingdom
| | - F Bury
- University of Bristol, Bristol, United Kingdom
| | - E Clement
- University of Bristol, Bristol, United Kingdom
| | - D Cussans
- University of Bristol, Bristol, United Kingdom
| | - H Flacher
- University of Bristol, Bristol, United Kingdom
| | - M Glowacki
- University of Bristol, Bristol, United Kingdom
| | - J Goldstein
- University of Bristol, Bristol, United Kingdom
| | - H F Heath
- University of Bristol, Bristol, United Kingdom
| | - L Kreczko
- University of Bristol, Bristol, United Kingdom
| | - B Krikler
- University of Bristol, Bristol, United Kingdom
| | | | | | - V J Smith
- University of Bristol, Bristol, United Kingdom
| | - N Stylianou
- University of Bristol, Bristol, United Kingdom
| | | | - R White
- University of Bristol, Bristol, United Kingdom
| | - A H Ball
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - K W Bell
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - A Belyaev
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - C Brew
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - R M Brown
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - C Cooke
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - K V Ellis
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - K Harder
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - S Harper
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - M-L Holmberg
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - Sh Jain
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - J Linacre
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - D M Newbold
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - E Olaiya
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - D Petyt
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - T Reis
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - G Salvi
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - T Schuh
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - I R Tomalin
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - T Williams
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - P Bloch
- Imperial College, London, United Kingdom
| | - C E Brown
- Imperial College, London, United Kingdom
| | | | - V Cacchio
- Imperial College, London, United Kingdom
| | | | - G S Chahal
- Imperial College, London, United Kingdom
| | - D Colling
- Imperial College, London, United Kingdom
| | - J S Dancu
- Imperial College, London, United Kingdom
| | - P Dauncey
- Imperial College, London, United Kingdom
| | - G Davies
- Imperial College, London, United Kingdom
| | - J Davies
- Imperial College, London, United Kingdom
| | | | - S Fayer
- Imperial College, London, United Kingdom
| | - G Fedi
- Imperial College, London, United Kingdom
| | - G Hall
- Imperial College, London, United Kingdom
| | | | - A Howard
- Imperial College, London, United Kingdom
| | - G Iles
- Imperial College, London, United Kingdom
| | - M Knight
- Imperial College, London, United Kingdom
| | - J Langford
- Imperial College, London, United Kingdom
| | - L Lyons
- Imperial College, London, United Kingdom
| | - A-M Magnan
- Imperial College, London, United Kingdom
| | - S Malik
- Imperial College, London, United Kingdom
| | - A Martelli
- Imperial College, London, United Kingdom
| | | | - J Nash
- Imperial College, London, United Kingdom
| | - M Pesaresi
- Imperial College, London, United Kingdom
| | | | - A Richards
- Imperial College, London, United Kingdom
| | - A Rose
- Imperial College, London, United Kingdom
| | - C Seez
- Imperial College, London, United Kingdom
| | - R Shukla
- Imperial College, London, United Kingdom
| | - A Tapper
- Imperial College, London, United Kingdom
| | - K Uchida
- Imperial College, London, United Kingdom
| | - G P Uttley
- Imperial College, London, United Kingdom
| | - L H Vage
- Imperial College, London, United Kingdom
| | - T Virdee
- Imperial College, London, United Kingdom
| | | | - N Wardle
- Imperial College, London, United Kingdom
| | | | - K Coldham
- Brunel University, Uxbridge, United Kingdom
| | - J E Cole
- Brunel University, Uxbridge, United Kingdom
| | - A Khan
- Brunel University, Uxbridge, United Kingdom
| | - P Kyberd
- Brunel University, Uxbridge, United Kingdom
| | - I D Reid
- Brunel University, Uxbridge, United Kingdom
| | | | | | | | | | | | | | | | | | | | - S Sawant
- Baylor University, Waco, Texas, USA
| | | | - M Toms
- Baylor University, Waco, Texas, USA
| | - J Wilson
- Baylor University, Waco, Texas, USA
| | - R Bartek
- Catholic University of America, Washington, DC, USA
| | - A Dominguez
- Catholic University of America, Washington, DC, USA
| | | | - A E Simsek
- Catholic University of America, Washington, DC, USA
| | - R Uniyal
- Catholic University of America, Washington, DC, USA
| | | | - R Chudasama
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - S I Cooper
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - S V Gleyzer
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - C U Perez
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - P Rumerio
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - E Usai
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - C West
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - R Yi
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - A Akpinar
- Boston University, Boston, Massachusetts, USA
| | - A Albert
- Boston University, Boston, Massachusetts, USA
| | - D Arcaro
- Boston University, Boston, Massachusetts, USA
| | - C Cosby
- Boston University, Boston, Massachusetts, USA
| | - Z Demiragli
- Boston University, Boston, Massachusetts, USA
| | - C Erice
- Boston University, Boston, Massachusetts, USA
| | - E Fontanesi
- Boston University, Boston, Massachusetts, USA
| | - D Gastler
- Boston University, Boston, Massachusetts, USA
| | - J Rohlf
- Boston University, Boston, Massachusetts, USA
| | - K Salyer
- Boston University, Boston, Massachusetts, USA
| | - D Sperka
- Boston University, Boston, Massachusetts, USA
| | - D Spitzbart
- Boston University, Boston, Massachusetts, USA
| | - I Suarez
- Boston University, Boston, Massachusetts, USA
| | - A Tsatsos
- Boston University, Boston, Massachusetts, USA
| | - S Yuan
- Boston University, Boston, Massachusetts, USA
| | - G Benelli
- Brown University, Providence, Rhode Island, USA
| | - X Coubez
- Brown University, Providence, Rhode Island, USA
| | - D Cutts
- Brown University, Providence, Rhode Island, USA
| | - M Hadley
- Brown University, Providence, Rhode Island, USA
| | - U Heintz
- Brown University, Providence, Rhode Island, USA
| | - J M Hogan
- Brown University, Providence, Rhode Island, USA
| | - T Kwon
- Brown University, Providence, Rhode Island, USA
| | - G Landsberg
- Brown University, Providence, Rhode Island, USA
| | - K T Lau
- Brown University, Providence, Rhode Island, USA
| | - D Li
- Brown University, Providence, Rhode Island, USA
| | - J Luo
- Brown University, Providence, Rhode Island, USA
| | - S Mondal
- Brown University, Providence, Rhode Island, USA
| | - M Narain
- Brown University, Providence, Rhode Island, USA
| | - N Pervan
- Brown University, Providence, Rhode Island, USA
| | - S Sagir
- Brown University, Providence, Rhode Island, USA
| | - F Simpson
- Brown University, Providence, Rhode Island, USA
| | - W Y Wong
- Brown University, Providence, Rhode Island, USA
| | - X Yan
- Brown University, Providence, Rhode Island, USA
| | - W Zhang
- Brown University, Providence, Rhode Island, USA
| | - S Abbott
- University of California, Davis, Davis, California, USA
| | - J Bonilla
- University of California, Davis, Davis, California, USA
| | - C Brainerd
- University of California, Davis, Davis, California, USA
| | - R Breedon
- University of California, Davis, Davis, California, USA
| | | | - M Chertok
- University of California, Davis, Davis, California, USA
| | - M Citron
- University of California, Davis, Davis, California, USA
| | - J Conway
- University of California, Davis, Davis, California, USA
| | - P T Cox
- University of California, Davis, Davis, California, USA
| | - R Erbacher
- University of California, Davis, Davis, California, USA
| | - G Haza
- University of California, Davis, Davis, California, USA
| | - F Jensen
- University of California, Davis, Davis, California, USA
| | - O Kukral
- University of California, Davis, Davis, California, USA
| | - G Mocellin
- University of California, Davis, Davis, California, USA
| | - M Mulhearn
- University of California, Davis, Davis, California, USA
| | - D Pellett
- University of California, Davis, Davis, California, USA
| | - B Regnery
- University of California, Davis, Davis, California, USA
| | - W Wei
- University of California, Davis, Davis, California, USA
| | - Y Yao
- University of California, Davis, Davis, California, USA
| | - F Zhang
- University of California, Davis, Davis, California, USA
| | - M Bachtis
- University of California, Los Angeles, California, USA
| | - R Cousins
- University of California, Los Angeles, California, USA
| | - A Datta
- University of California, Los Angeles, California, USA
| | - J Hauser
- University of California, Los Angeles, California, USA
| | - M Ignatenko
- University of California, Los Angeles, California, USA
| | - M A Iqbal
- University of California, Los Angeles, California, USA
| | - T Lam
- University of California, Los Angeles, California, USA
| | - E Manca
- University of California, Los Angeles, California, USA
| | - W A Nash
- University of California, Los Angeles, California, USA
| | - D Saltzberg
- University of California, Los Angeles, California, USA
| | - B Stone
- University of California, Los Angeles, California, USA
| | - V Valuev
- University of California, Los Angeles, California, USA
| | - R Clare
- University of California, Riverside, Riverside, California, USA
| | - M Gordon
- University of California, Riverside, Riverside, California, USA
| | - G Hanson
- University of California, Riverside, Riverside, California, USA
| | - W Si
- University of California, Riverside, Riverside, California, USA
| | - S Wimpenny
- University of California, Riverside, Riverside, California, USA
| | - J G Branson
- University of California, San Diego, La Jolla, California, USA
| | - S Cittolin
- University of California, San Diego, La Jolla, California, USA
| | - S Cooperstein
- University of California, San Diego, La Jolla, California, USA
| | - D Diaz
- University of California, San Diego, La Jolla, California, USA
| | - J Duarte
- University of California, San Diego, La Jolla, California, USA
| | - R Gerosa
- University of California, San Diego, La Jolla, California, USA
| | - L Giannini
- University of California, San Diego, La Jolla, California, USA
| | - J Guiang
- University of California, San Diego, La Jolla, California, USA
| | - R Kansal
- University of California, San Diego, La Jolla, California, USA
| | - V Krutelyov
- University of California, San Diego, La Jolla, California, USA
| | - R Lee
- University of California, San Diego, La Jolla, California, USA
| | - J Letts
- University of California, San Diego, La Jolla, California, USA
| | - M Masciovecchio
- University of California, San Diego, La Jolla, California, USA
| | - F Mokhtar
- University of California, San Diego, La Jolla, California, USA
| | - M Pieri
- University of California, San Diego, La Jolla, California, USA
| | - M Quinnan
- University of California, San Diego, La Jolla, California, USA
| | | | - V Sharma
- University of California, San Diego, La Jolla, California, USA
| | - M Tadel
- University of California, San Diego, La Jolla, California, USA
| | - E Vourliotis
- University of California, San Diego, La Jolla, California, USA
| | - F Würthwein
- University of California, San Diego, La Jolla, California, USA
| | - Y Xiang
- University of California, San Diego, La Jolla, California, USA
| | - A Yagil
- University of California, San Diego, La Jolla, California, USA
| | - L Brennan
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - C Campagnari
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - G Collura
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - A Dorsett
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - J Incandela
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - M Kilpatrick
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - J Kim
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - A J Li
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - P Masterson
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - H Mei
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - M Oshiro
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - J Richman
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - U Sarica
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - R Schmitz
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - F Setti
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - J Sheplock
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - D Stuart
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - S Wang
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - A Bornheim
- California Institute of Technology, Pasadena, California, USA
| | - O Cerri
- California Institute of Technology, Pasadena, California, USA
| | - A Latorre
- California Institute of Technology, Pasadena, California, USA
| | - J M Lawhorn
- California Institute of Technology, Pasadena, California, USA
| | - J Mao
- California Institute of Technology, Pasadena, California, USA
| | - H B Newman
- California Institute of Technology, Pasadena, California, USA
| | - T Q Nguyen
- California Institute of Technology, Pasadena, California, USA
| | - M Spiropulu
- California Institute of Technology, Pasadena, California, USA
| | - J R Vlimant
- California Institute of Technology, Pasadena, California, USA
| | - C Wang
- California Institute of Technology, Pasadena, California, USA
| | - S Xie
- California Institute of Technology, Pasadena, California, USA
| | - R Y Zhu
- California Institute of Technology, Pasadena, California, USA
| | - J Alison
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - S An
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - M B Andrews
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - P Bryant
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - V Dutta
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - T Ferguson
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - A Harilal
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - C Liu
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - T Mudholkar
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - S Murthy
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - M Paulini
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - A Roberts
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - A Sanchez
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - W Terrill
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - J P Cumalat
- University of Colorado Boulder, Boulder, Colorado, USA
| | - W T Ford
- University of Colorado Boulder, Boulder, Colorado, USA
| | - A Hassani
- University of Colorado Boulder, Boulder, Colorado, USA
| | | | - E MacDonald
- University of Colorado Boulder, Boulder, Colorado, USA
| | - N Manganelli
- University of Colorado Boulder, Boulder, Colorado, USA
| | - F Marini
- University of Colorado Boulder, Boulder, Colorado, USA
| | - A Perloff
- University of Colorado Boulder, Boulder, Colorado, USA
| | - C Savard
- University of Colorado Boulder, Boulder, Colorado, USA
| | - N Schonbeck
- University of Colorado Boulder, Boulder, Colorado, USA
| | - K Stenson
- University of Colorado Boulder, Boulder, Colorado, USA
| | - K A Ulmer
- University of Colorado Boulder, Boulder, Colorado, USA
| | - S R Wagner
- University of Colorado Boulder, Boulder, Colorado, USA
| | - N Zipper
- University of Colorado Boulder, Boulder, Colorado, USA
| | | | | | - X Chen
- Cornell University, Ithaca, New York, USA
| | | | - J Fan
- Cornell University, Ithaca, New York, USA
| | - X Fan
- Cornell University, Ithaca, New York, USA
| | - D Gadkari
- Cornell University, Ithaca, New York, USA
| | - S Hogan
- Cornell University, Ithaca, New York, USA
| | - J Monroy
- Cornell University, Ithaca, New York, USA
| | | | - J Reichert
- Cornell University, Ithaca, New York, USA
| | - M Reid
- Cornell University, Ithaca, New York, USA
| | - A Ryd
- Cornell University, Ithaca, New York, USA
| | - J Thom
- Cornell University, Ithaca, New York, USA
| | - P Wittich
- Cornell University, Ithaca, New York, USA
| | - R Zou
- Cornell University, Ithaca, New York, USA
| | - M Albrow
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - M Alyari
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - O Amram
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - G Apollinari
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Apresyan
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L A T Bauerdick
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Berry
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Berryhill
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - P C Bhat
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K Burkett
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J N Butler
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Canepa
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - G B Cerati
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - H W K Cheung
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - F Chlebana
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - G Cummings
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Dickinson
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - I Dutta
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - V D Elvira
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - Y Feng
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Freeman
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Gandrakota
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - Z Gecse
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Gray
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Green
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Grünendahl
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Guerrero
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - O Gutsche
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - R M Harris
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - R Heller
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - T C Herwig
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Hirschauer
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Horyn
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - B Jayatilaka
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Jindariani
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - M Johnson
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - U Joshi
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - T Klijnsma
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - B Klima
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K H M Kwok
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Lammel
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Lincoln
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - R Lipton
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - T Liu
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Madrid
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K Maeshima
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Mantilla
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Mason
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - P McBride
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - P Merkel
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Mrenna
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Nahn
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Ngadiuba
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Noonan
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - V Papadimitriou
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - N Pastika
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K Pedro
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Pena
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - F Ravera
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | | | - L Ristori
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | | | - N Smith
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Soha
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Spiegel
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Stoynev
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Taylor
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Tkaczyk
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - N V Tran
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Uplegger
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - E W Vaandering
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - I Zoi
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Aruta
- University of Florida, Gainesville, Florida, USA
| | - P Avery
- University of Florida, Gainesville, Florida, USA
| | - D Bourilkov
- University of Florida, Gainesville, Florida, USA
| | - L Cadamuro
- University of Florida, Gainesville, Florida, USA
| | - P Chang
- University of Florida, Gainesville, Florida, USA
| | - V Cherepanov
- University of Florida, Gainesville, Florida, USA
| | - R D Field
- University of Florida, Gainesville, Florida, USA
| | - E Koenig
- University of Florida, Gainesville, Florida, USA
| | - M Kolosova
- University of Florida, Gainesville, Florida, USA
| | - J Konigsberg
- University of Florida, Gainesville, Florida, USA
| | - A Korytov
- University of Florida, Gainesville, Florida, USA
| | - K H Lo
- University of Florida, Gainesville, Florida, USA
| | - K Matchev
- University of Florida, Gainesville, Florida, USA
| | - N Menendez
- University of Florida, Gainesville, Florida, USA
| | | | | | - N Rawal
- University of Florida, Gainesville, Florida, USA
| | - D Rosenzweig
- University of Florida, Gainesville, Florida, USA
| | - S Rosenzweig
- University of Florida, Gainesville, Florida, USA
| | - K Shi
- University of Florida, Gainesville, Florida, USA
| | - J Wang
- University of Florida, Gainesville, Florida, USA
| | - T Adams
- Florida State University, Tallahassee, Florida, USA
| | - A Al Kadhim
- Florida State University, Tallahassee, Florida, USA
| | - A Askew
- Florida State University, Tallahassee, Florida, USA
| | - N Bower
- Florida State University, Tallahassee, Florida, USA
| | - R Habibullah
- Florida State University, Tallahassee, Florida, USA
| | - V Hagopian
- Florida State University, Tallahassee, Florida, USA
| | - R Hashmi
- Florida State University, Tallahassee, Florida, USA
| | - R S Kim
- Florida State University, Tallahassee, Florida, USA
| | - S Kim
- Florida State University, Tallahassee, Florida, USA
| | - T Kolberg
- Florida State University, Tallahassee, Florida, USA
| | - G Martinez
- Florida State University, Tallahassee, Florida, USA
| | - H Prosper
- Florida State University, Tallahassee, Florida, USA
| | - P R Prova
- Florida State University, Tallahassee, Florida, USA
| | - O Viazlo
- Florida State University, Tallahassee, Florida, USA
| | | | - R Yohay
- Florida State University, Tallahassee, Florida, USA
| | - J Zhang
- Florida State University, Tallahassee, Florida, USA
| | - B Alsufyani
- Florida Institute of Technology, Melbourne, Florida, USA
| | - M M Baarmand
- Florida Institute of Technology, Melbourne, Florida, USA
| | - S Butalla
- Florida Institute of Technology, Melbourne, Florida, USA
| | - T Elkafrawy
- Florida Institute of Technology, Melbourne, Florida, USA
| | - M Hohlmann
- Florida Institute of Technology, Melbourne, Florida, USA
| | - R Kumar Verma
- Florida Institute of Technology, Melbourne, Florida, USA
| | - M Rahmani
- Florida Institute of Technology, Melbourne, Florida, USA
| | - F Yumiceva
- Florida Institute of Technology, Melbourne, Florida, USA
| | - M R Adams
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - C Bennett
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - R Cavanaugh
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - S Dittmer
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | | | - O Evdokimov
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - C E Gerber
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - D J Hofman
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - J H Lee
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - D S Lemos
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - A H Merrit
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - C Mills
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - S Nanda
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - G Oh
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - B Ozek
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - D Pilipovic
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - T Roy
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - S Rudrabhatla
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - M B Tonjes
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - N Varelas
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - X Wang
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - Z Ye
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - J Yoo
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | | | - D Blend
- The University of Iowa, Iowa City, Iowa, USA
| | - K Dilsiz
- The University of Iowa, Iowa City, Iowa, USA
| | - L Emediato
- The University of Iowa, Iowa City, Iowa, USA
| | - G Karaman
- The University of Iowa, Iowa City, Iowa, USA
| | - O K Köseyan
- The University of Iowa, Iowa City, Iowa, USA
| | - J-P Merlo
- The University of Iowa, Iowa City, Iowa, USA
| | | | - J Nachtman
- The University of Iowa, Iowa City, Iowa, USA
| | - O Neogi
- The University of Iowa, Iowa City, Iowa, USA
| | - H Ogul
- The University of Iowa, Iowa City, Iowa, USA
| | - Y Onel
- The University of Iowa, Iowa City, Iowa, USA
| | - A Penzo
- The University of Iowa, Iowa City, Iowa, USA
| | - C Snyder
- The University of Iowa, Iowa City, Iowa, USA
| | - E Tiras
- The University of Iowa, Iowa City, Iowa, USA
| | - B Blumenfeld
- Johns Hopkins University, Baltimore, Maryland, USA
| | - L Corcodilos
- Johns Hopkins University, Baltimore, Maryland, USA
| | - J Davis
- Johns Hopkins University, Baltimore, Maryland, USA
| | - A V Gritsan
- Johns Hopkins University, Baltimore, Maryland, USA
| | - L Kang
- Johns Hopkins University, Baltimore, Maryland, USA
| | - S Kyriacou
- Johns Hopkins University, Baltimore, Maryland, USA
| | - P Maksimovic
- Johns Hopkins University, Baltimore, Maryland, USA
| | - M Roguljic
- Johns Hopkins University, Baltimore, Maryland, USA
| | - J Roskes
- Johns Hopkins University, Baltimore, Maryland, USA
| | - S Sekhar
- Johns Hopkins University, Baltimore, Maryland, USA
| | - M Swartz
- Johns Hopkins University, Baltimore, Maryland, USA
| | - T Á Vámi
- Johns Hopkins University, Baltimore, Maryland, USA
| | - A Abreu
- The University of Kansas, Lawrence, Kansas, USA
| | | | - J Anguiano
- The University of Kansas, Lawrence, Kansas, USA
| | - P Baringer
- The University of Kansas, Lawrence, Kansas, USA
| | - A Bean
- The University of Kansas, Lawrence, Kansas, USA
| | - Z Flowers
- The University of Kansas, Lawrence, Kansas, USA
| | - D Grove
- The University of Kansas, Lawrence, Kansas, USA
| | - J King
- The University of Kansas, Lawrence, Kansas, USA
| | - G Krintiras
- The University of Kansas, Lawrence, Kansas, USA
| | | | - C Le Mahieu
- The University of Kansas, Lawrence, Kansas, USA
| | - C Lindsey
- The University of Kansas, Lawrence, Kansas, USA
| | - J Marquez
- The University of Kansas, Lawrence, Kansas, USA
| | - N Minafra
- The University of Kansas, Lawrence, Kansas, USA
| | - M Murray
- The University of Kansas, Lawrence, Kansas, USA
| | - M Nickel
- The University of Kansas, Lawrence, Kansas, USA
| | - M Pitt
- The University of Kansas, Lawrence, Kansas, USA
| | - S Popescu
- The University of Kansas, Lawrence, Kansas, USA
| | - C Rogan
- The University of Kansas, Lawrence, Kansas, USA
| | - C Royon
- The University of Kansas, Lawrence, Kansas, USA
| | - R Salvatico
- The University of Kansas, Lawrence, Kansas, USA
| | - S Sanders
- The University of Kansas, Lawrence, Kansas, USA
| | - C Smith
- The University of Kansas, Lawrence, Kansas, USA
| | - Q Wang
- The University of Kansas, Lawrence, Kansas, USA
| | - G Wilson
- The University of Kansas, Lawrence, Kansas, USA
| | - B Allmond
- Kansas State University, Manhattan, Kansas, USA
| | - A Ivanov
- Kansas State University, Manhattan, Kansas, USA
| | - K Kaadze
- Kansas State University, Manhattan, Kansas, USA
| | | | - D Kim
- Kansas State University, Manhattan, Kansas, USA
| | - Y Maravin
- Kansas State University, Manhattan, Kansas, USA
| | - K Nam
- Kansas State University, Manhattan, Kansas, USA
| | - J Natoli
- Kansas State University, Manhattan, Kansas, USA
| | - D Roy
- Kansas State University, Manhattan, Kansas, USA
| | | | - E Adams
- University of Maryland, College Park, Maryland, USA
| | - A Baden
- University of Maryland, College Park, Maryland, USA
| | - O Baron
- University of Maryland, College Park, Maryland, USA
| | - A Belloni
- University of Maryland, College Park, Maryland, USA
| | - A Bethani
- University of Maryland, College Park, Maryland, USA
| | - Y M Chen
- University of Maryland, College Park, Maryland, USA
| | - S C Eno
- University of Maryland, College Park, Maryland, USA
| | - N J Hadley
- University of Maryland, College Park, Maryland, USA
| | - S Jabeen
- University of Maryland, College Park, Maryland, USA
| | - R G Kellogg
- University of Maryland, College Park, Maryland, USA
| | - T Koeth
- University of Maryland, College Park, Maryland, USA
| | - Y Lai
- University of Maryland, College Park, Maryland, USA
| | - S Lascio
- University of Maryland, College Park, Maryland, USA
| | - A C Mignerey
- University of Maryland, College Park, Maryland, USA
| | - S Nabili
- University of Maryland, College Park, Maryland, USA
| | - C Palmer
- University of Maryland, College Park, Maryland, USA
| | | | - M M Paranjpe
- University of Maryland, College Park, Maryland, USA
| | - L Wang
- University of Maryland, College Park, Maryland, USA
| | - K Wong
- University of Maryland, College Park, Maryland, USA
| | - J Bendavid
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - W Busza
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - I A Cali
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Y Chen
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - M D'Alfonso
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - J Eysermans
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - C Freer
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - G Gomez-Ceballos
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - M Goncharov
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - P Harris
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - D Hoang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - D Kovalskyi
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - J Krupa
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - L Lavezzo
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Y-J Lee
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - K Long
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - C Mironov
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - C Paus
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - D Rankin
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - C Roland
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - G Roland
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - S Rothman
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Z Shi
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - G S F Stephans
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - J Wang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Z Wang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - B Wyslouch
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - T J Yang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - B Crossman
- University of Minnesota, Minneapolis, Minnesota, USA
| | - B M Joshi
- University of Minnesota, Minneapolis, Minnesota, USA
| | - C Kapsiak
- University of Minnesota, Minneapolis, Minnesota, USA
| | - M Krohn
- University of Minnesota, Minneapolis, Minnesota, USA
| | - D Mahon
- University of Minnesota, Minneapolis, Minnesota, USA
| | - J Mans
- University of Minnesota, Minneapolis, Minnesota, USA
| | - S Pandey
- University of Minnesota, Minneapolis, Minnesota, USA
| | - M Revering
- University of Minnesota, Minneapolis, Minnesota, USA
| | - R Rusack
- University of Minnesota, Minneapolis, Minnesota, USA
| | - R Saradhy
- University of Minnesota, Minneapolis, Minnesota, USA
| | - N Schroeder
- University of Minnesota, Minneapolis, Minnesota, USA
| | - N Strobbe
- University of Minnesota, Minneapolis, Minnesota, USA
| | - M A Wadud
- University of Minnesota, Minneapolis, Minnesota, USA
| | - L M Cremaldi
- University of Mississippi, Oxford, Mississippi, USA
| | - K Bloom
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - M Bryson
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - D R Claes
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - C Fangmeier
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - F Golf
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - J Hossain
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - C Joo
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - I Kravchenko
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - I Reed
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - J E Siado
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - G R Snow
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - W Tabb
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - A Wightman
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - F Yan
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - D Yu
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | | | - G Agarwal
- State University of New York at Buffalo, Buffalo, New York, USA
| | - H Bandyopadhyay
- State University of New York at Buffalo, Buffalo, New York, USA
| | - L Hay
- State University of New York at Buffalo, Buffalo, New York, USA
| | - I Iashvili
- State University of New York at Buffalo, Buffalo, New York, USA
| | - A Kharchilava
- State University of New York at Buffalo, Buffalo, New York, USA
| | - C McLean
- State University of New York at Buffalo, Buffalo, New York, USA
| | - M Morris
- State University of New York at Buffalo, Buffalo, New York, USA
| | - D Nguyen
- State University of New York at Buffalo, Buffalo, New York, USA
| | - J Pekkanen
- State University of New York at Buffalo, Buffalo, New York, USA
| | - S Rappoccio
- State University of New York at Buffalo, Buffalo, New York, USA
| | - H Rejeb Sfar
- State University of New York at Buffalo, Buffalo, New York, USA
| | - A Williams
- State University of New York at Buffalo, Buffalo, New York, USA
| | - G Alverson
- Northeastern University, Boston, Massachusetts, USA
| | - E Barberis
- Northeastern University, Boston, Massachusetts, USA
| | - Y Haddad
- Northeastern University, Boston, Massachusetts, USA
| | - Y Han
- Northeastern University, Boston, Massachusetts, USA
| | - A Krishna
- Northeastern University, Boston, Massachusetts, USA
| | - J Li
- Northeastern University, Boston, Massachusetts, USA
| | - M Lu
- Northeastern University, Boston, Massachusetts, USA
| | - G Madigan
- Northeastern University, Boston, Massachusetts, USA
| | - B Marzocchi
- Northeastern University, Boston, Massachusetts, USA
| | - D M Morse
- Northeastern University, Boston, Massachusetts, USA
| | - V Nguyen
- Northeastern University, Boston, Massachusetts, USA
| | - T Orimoto
- Northeastern University, Boston, Massachusetts, USA
| | - A Parker
- Northeastern University, Boston, Massachusetts, USA
| | - L Skinnari
- Northeastern University, Boston, Massachusetts, USA
| | | | - B Wang
- Northeastern University, Boston, Massachusetts, USA
| | - D Wood
- Northeastern University, Boston, Massachusetts, USA
| | | | - J Bueghly
- Northwestern University, Evanston, Illinois, USA
| | - Z Chen
- Northwestern University, Evanston, Illinois, USA
| | - K A Hahn
- Northwestern University, Evanston, Illinois, USA
| | - Y Liu
- Northwestern University, Evanston, Illinois, USA
| | - Y Miao
- Northwestern University, Evanston, Illinois, USA
| | - D G Monk
- Northwestern University, Evanston, Illinois, USA
| | - M H Schmitt
- Northwestern University, Evanston, Illinois, USA
| | - A Taliercio
- Northwestern University, Evanston, Illinois, USA
| | - M Velasco
- Northwestern University, Evanston, Illinois, USA
| | - R Band
- University of Notre Dame, Notre Dame, Indiana, USA
| | - R Bucci
- University of Notre Dame, Notre Dame, Indiana, USA
| | - S Castells
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Cremonesi
- University of Notre Dame, Notre Dame, Indiana, USA
| | - A Das
- University of Notre Dame, Notre Dame, Indiana, USA
| | - R Goldouzian
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Hildreth
- University of Notre Dame, Notre Dame, Indiana, USA
| | - K W Ho
- University of Notre Dame, Notre Dame, Indiana, USA
| | | | - C Jessop
- University of Notre Dame, Notre Dame, Indiana, USA
| | - K Lannon
- University of Notre Dame, Notre Dame, Indiana, USA
| | - J Lawrence
- University of Notre Dame, Notre Dame, Indiana, USA
| | - N Loukas
- University of Notre Dame, Notre Dame, Indiana, USA
| | - L Lutton
- University of Notre Dame, Notre Dame, Indiana, USA
| | - J Mariano
- University of Notre Dame, Notre Dame, Indiana, USA
| | - N Marinelli
- University of Notre Dame, Notre Dame, Indiana, USA
| | - I Mcalister
- University of Notre Dame, Notre Dame, Indiana, USA
| | - T McCauley
- University of Notre Dame, Notre Dame, Indiana, USA
| | - C Mcgrady
- University of Notre Dame, Notre Dame, Indiana, USA
| | - K Mohrman
- University of Notre Dame, Notre Dame, Indiana, USA
| | - C Moore
- University of Notre Dame, Notre Dame, Indiana, USA
| | - Y Musienko
- University of Notre Dame, Notre Dame, Indiana, USA
| | - H Nelson
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Osherson
- University of Notre Dame, Notre Dame, Indiana, USA
| | - R Ruchti
- University of Notre Dame, Notre Dame, Indiana, USA
| | - A Townsend
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Wayne
- University of Notre Dame, Notre Dame, Indiana, USA
| | - H Yockey
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Zarucki
- University of Notre Dame, Notre Dame, Indiana, USA
| | - L Zygala
- University of Notre Dame, Notre Dame, Indiana, USA
| | - A Basnet
- The Ohio State University, Columbus, Ohio, USA
| | - B Bylsma
- The Ohio State University, Columbus, Ohio, USA
| | - M Carrigan
- The Ohio State University, Columbus, Ohio, USA
| | - L S Durkin
- The Ohio State University, Columbus, Ohio, USA
| | - C Hill
- The Ohio State University, Columbus, Ohio, USA
| | - M Joyce
- The Ohio State University, Columbus, Ohio, USA
| | - A Lesauvage
- The Ohio State University, Columbus, Ohio, USA
| | | | - K Wei
- The Ohio State University, Columbus, Ohio, USA
| | - B L Winer
- The Ohio State University, Columbus, Ohio, USA
| | - B R Yates
- The Ohio State University, Columbus, Ohio, USA
| | - F M Addesa
- Princeton University, Princeton, New Jersey, USA
| | | | - P Das
- Princeton University, Princeton, New Jersey, USA
| | - G Dezoort
- Princeton University, Princeton, New Jersey, USA
| | - P Elmer
- Princeton University, Princeton, New Jersey, USA
| | | | - B Greenberg
- Princeton University, Princeton, New Jersey, USA
| | - N Haubrich
- Princeton University, Princeton, New Jersey, USA
| | | | - G Kopp
- Princeton University, Princeton, New Jersey, USA
| | - S Kwan
- Princeton University, Princeton, New Jersey, USA
| | - D Lange
- Princeton University, Princeton, New Jersey, USA
| | - A Loeliger
- Princeton University, Princeton, New Jersey, USA
| | - D Marlow
- Princeton University, Princeton, New Jersey, USA
| | - I Ojalvo
- Princeton University, Princeton, New Jersey, USA
| | - J Olsen
- Princeton University, Princeton, New Jersey, USA
| | - D Stickland
- Princeton University, Princeton, New Jersey, USA
| | - C Tully
- Princeton University, Princeton, New Jersey, USA
| | - S Malik
- University of Puerto Rico, Mayaguez, Puerto Rico, USA
| | - A S Bakshi
- Purdue University, West Lafayette, Indiana, USA
| | - V E Barnes
- Purdue University, West Lafayette, Indiana, USA
| | - S Chandra
- Purdue University, West Lafayette, Indiana, USA
| | - R Chawla
- Purdue University, West Lafayette, Indiana, USA
| | - S Das
- Purdue University, West Lafayette, Indiana, USA
| | - A Gu
- Purdue University, West Lafayette, Indiana, USA
| | - L Gutay
- Purdue University, West Lafayette, Indiana, USA
| | - M Jones
- Purdue University, West Lafayette, Indiana, USA
| | - A W Jung
- Purdue University, West Lafayette, Indiana, USA
| | | | - A M Koshy
- Purdue University, West Lafayette, Indiana, USA
| | - M Liu
- Purdue University, West Lafayette, Indiana, USA
| | - G Negro
- Purdue University, West Lafayette, Indiana, USA
| | | | - G Paspalaki
- Purdue University, West Lafayette, Indiana, USA
| | - S Piperov
- Purdue University, West Lafayette, Indiana, USA
| | - A Purohit
- Purdue University, West Lafayette, Indiana, USA
| | - J F Schulte
- Purdue University, West Lafayette, Indiana, USA
| | | | - J Thieman
- Purdue University, West Lafayette, Indiana, USA
| | - A K Virdi
- Purdue University, West Lafayette, Indiana, USA
| | - F Wang
- Purdue University, West Lafayette, Indiana, USA
| | - W Xie
- Purdue University, West Lafayette, Indiana, USA
| | - J Dolen
- Purdue University Northwest, Hammond, Indiana, USA
| | - N Parashar
- Purdue University Northwest, Hammond, Indiana, USA
| | - A Pathak
- Purdue University Northwest, Hammond, Indiana, USA
| | - D Acosta
- Rice University, Houston, Texas, USA
| | - A Baty
- Rice University, Houston, Texas, USA
| | | | - S Dildick
- Rice University, Houston, Texas, USA
| | | | | | - S Freed
- Rice University, Houston, Texas, USA
| | - P Gardner
- Rice University, Houston, Texas, USA
| | | | - A Kumar
- Rice University, Houston, Texas, USA
| | - W Li
- Rice University, Houston, Texas, USA
| | | | | | - R Redjimi
- Rice University, Houston, Texas, USA
| | - J Rotter
- Rice University, Houston, Texas, USA
| | | | - Y Zhang
- Rice University, Houston, Texas, USA
| | - A Bodek
- University of Rochester, Rochester, New York, USA
| | - P de Barbaro
- University of Rochester, Rochester, New York, USA
| | - R Demina
- University of Rochester, Rochester, New York, USA
| | - J L Dulemba
- University of Rochester, Rochester, New York, USA
| | - C Fallon
- University of Rochester, Rochester, New York, USA
| | | | - O Hindrichs
- University of Rochester, Rochester, New York, USA
| | | | - P Parygin
- University of Rochester, Rochester, New York, USA
| | - E Popova
- University of Rochester, Rochester, New York, USA
| | - R Taus
- University of Rochester, Rochester, New York, USA
| | | | - K Goulianos
- The Rockefeller University, New York, New York, USA
| | - B Chiarito
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - J P Chou
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - Y Gershtein
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - E Halkiadakis
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - A Hart
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - M Heindl
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - D Jaroslawski
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - O Karacheban
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - I Laflotte
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - A Lath
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - R Montalvo
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - K Nash
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - H Routray
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Salur
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Schnetzer
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Somalwar
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - R Stone
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S A Thayil
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Thomas
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - J Vora
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - H Wang
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - H Acharya
- University of Tennessee, Knoxville, Tennessee, USA
| | - D Ally
- University of Tennessee, Knoxville, Tennessee, USA
| | - A G Delannoy
- University of Tennessee, Knoxville, Tennessee, USA
| | - S Fiorendi
- University of Tennessee, Knoxville, Tennessee, USA
| | - T Holmes
- University of Tennessee, Knoxville, Tennessee, USA
| | | | - L Lee
- University of Tennessee, Knoxville, Tennessee, USA
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- University of Tennessee, Knoxville, Tennessee, USA
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- University of Tennessee, Knoxville, Tennessee, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas A&M University, College Station, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Texas Tech University, Lubbock, Texas, USA
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- Vanderbilt University, Nashville, Tennessee, USA
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- Vanderbilt University, Nashville, Tennessee, USA
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- Vanderbilt University, Nashville, Tennessee, USA
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- Vanderbilt University, Nashville, Tennessee, USA
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- Vanderbilt University, Nashville, Tennessee, USA
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- Vanderbilt University, Nashville, Tennessee, USA
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- Vanderbilt University, Nashville, Tennessee, USA
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- Vanderbilt University, Nashville, Tennessee, USA
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- Vanderbilt University, Nashville, Tennessee, USA
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- University of Virginia, Charlottesville, Virginia, USA
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- University of Virginia, Charlottesville, Virginia, USA
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- University of Virginia, Charlottesville, Virginia, USA
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- University of Virginia, Charlottesville, Virginia, USA
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- University of Virginia, Charlottesville, Virginia, USA
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- University of Virginia, Charlottesville, Virginia, USA
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- University of Virginia, Charlottesville, Virginia, USA
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- Wayne State University, Detroit, Michigan, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | | | - A Mallampalli
- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - S Mondal
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - G Parida
- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - V Shang
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - V Sharma
- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - D Teague
- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- University of Wisconsin - Madison, Madison, Wisconsin, USA
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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- An institute or international laboratory covered by a cooperation agreement with CERN
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Adam J, Adamczyk L, Adams JR, Adkins JK, Agakishiev G, Aggarwal MM, Ahammed Z, Alekseev I, Anderson DM, Aparin A, Aschenauer EC, Ashraf MU, Atetalla FG, Attri A, Averichev GS, Bairathi V, Barish K, Behera A, Bellwied R, Bhasin A, Bielcik J, Bielcikova J, Bland LC, Bordyuzhin IG, Brandenburg JD, Brandin AV, Butterworth J, Caines H, Calderón de la Barca Sánchez M, Cebra D, Chakaberia I, Chaloupka P, Chan BK, Chang FH, Chang Z, Chankova-Bunzarova N, Chatterjee A, Chen D, Chen J, Chen JH, Chen X, Chen Z, Cheng J, Cherney M, Chevalier M, Choudhury S, Christie W, Chu X, Crawford HJ, Csanád M, Daugherity M, Dedovich TG, Deppner IM, Derevschikov AA, Didenko L, Dong X, Drachenberg JL, Dunlop JC, Edmonds T, Elsey N, Engelage J, Eppley G, Esumi S, Evdokimov O, Ewigleben A, Eyser O, Fatemi R, Fazio S, Federic P, Fedorisin J, Feng CJ, Feng Y, Filip P, Finch E, Fisyak Y, Francisco A, Fulek L, Gagliardi CA, Galatyuk T, Geurts F, Ghimire N, Gibson A, Gopal K, Gou X, Grosnick D, Guryn W, Hamad AI, Hamed A, Harabasz S, Harris JW, He S, He W, He XH, He Y, Heppelmann S, Heppelmann S, Herrmann N, Hoffman E, Holub L, Hong Y, Horvat S, Hu Y, Huang HZ, Huang SL, Huang T, Huang X, Humanic TJ, Huo P, Igo G, Isenhower D, Jacobs WW, Jena C, Jentsch A, Ji Y, Jia J, Jiang K, Jowzaee S, Ju X, Judd EG, Kabana S, Kabir ML, Kagamaster S, Kalinkin D, Kang K, Kapukchyan D, Kauder K, Ke HW, Keane D, Kechechyan A, Kelsey M, Khyzhniak YV, Kikoła DP, Kim C, Kimelman B, Kincses D, Kinghorn TA, Kisel I, Kiselev A, Kocan M, Kochenda L, Kosarzewski LK, Kramarik L, Kravtsov P, Krueger K, Kulathunga Mudiyanselage N, Kumar L, Kumar S, Kunnawalkam Elayavalli R, Kwasizur JH, Lacey R, Lan S, Landgraf JM, Lauret J, Lebedev A, Lednicky R, Lee JH, Leung YH, Li C, Li C, Li W, Li W, Li X, Li Y, Liang Y, Licenik R, Lin T, Lin Y, Lisa MA, Liu F, Liu H, Liu P, Liu P, Liu T, Liu X, Liu Y, Liu Z, Ljubicic T, Llope WJ, Longacre RS, Lukow NS, Luo S, Luo X, Ma GL, Ma L, Ma R, Ma YG, Magdy N, Majka R, Mallick D, Margetis S, Markert C, Matis HS, Mazer JA, Minaev NG, Mioduszewski S, Mohanty B, Mooney I, Moravcova Z, Morozov DA, Nagy M, Nam JD, Nasim M, Nayak K, Neff D, Nelson JM, Nemes DB, Nie M, Nigmatkulov G, Niida T, Nogach LV, Nonaka T, Nunes AS, Odyniec G, Ogawa A, Oh S, Okorokov VA, Page BS, Pak R, Pandav A, Panebratsev Y, Pawlik B, Pawlowska D, Pei H, Perkins C, Pinsky L, Pintér RL, Pluta J, Pokhrel BR, Porter J, Posik M, Pruthi NK, Przybycien M, Putschke J, Qiu H, Quintero A, Radhakrishnan SK, Ramachandran S, Ray RL, Reed R, Ritter HG, Rogachevskiy OV, Romero JL, Ruan L, Rusnak J, Sahoo NR, Sako H, Salur S, Sandweiss J, Sato S, Schmidke WB, Schmitz N, Schweid BR, Seck F, Seger J, Sergeeva M, Seto R, Seyboth P, Shah N, Shahaliev E, Shanmuganathan PV, Shao M, Sheikh AI, Shen WQ, Shi SS, Shi Y, Shou QY, Sichtermann EP, Sikora R, Simko M, Singh J, Singha S, Smirnov N, Solyst W, Sorensen P, Spinka HM, Srivastava B, Stanislaus TDS, Stefaniak M, Stewart DJ, Strikhanov M, Stringfellow B, Suaide AAP, Sumbera M, Summa B, Sun XM, Sun X, Sun Y, Sun Y, Surrow B, Svirida DN, Szymanski P, Tang AH, Tang Z, Taranenko A, Tarnowsky T, Thomas JH, Timmins AR, Tlusty D, Tokarev M, Tomkiel CA, Trentalange S, Tribble RE, Tribedy P, Tripathy SK, Tsai OD, Tu Z, Ullrich T, Underwood DG, Upsal I, Van Buren G, Vanek J, Vasiliev AN, Vassiliev I, Videbæk F, Vokal S, Voloshin SA, Wang F, Wang G, Wang JS, Wang P, Wang Y, Wang Y, Wang Z, Webb JC, Weidenkaff PC, Wen L, Westfall GD, Wieman H, Wissink SW, Witt R, Wu Y, Xiao ZG, Xie G, Xie W, Xu H, Xu N, Xu QH, Xu YF, Xu Y, Xu Z, Xu Z, Yang C, Yang Q, Yang S, Yang Y, Yang Z, Ye Z, Ye Z, Yi L, Yip K, Yu Y, Zbroszczyk H, Zha W, Zhang C, Zhang D, Zhang S, Zhang S, Zhang XP, Zhang Y, Zhang Y, Zhang ZJ, Zhang Z, Zhang Z, Zhao J, Zhong C, Zhou C, Zhu X, Zhu Z, Zurek M, Zyzak M. Erratum: Global Polarization of Ξ and Ω Hyperons in Au+Au Collisions at sqrt[s_{NN}]=200 GeV [Phys. Rev. Lett. 126, 162301 (2021)]. Phys Rev Lett 2023; 131:089901. [PMID: 37683178 DOI: 10.1103/physrevlett.131.089901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Indexed: 09/10/2023]
Abstract
This corrects the article DOI: 10.1103/PhysRevLett.126.162301.
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Altukroni A, Alsaeedi A, Gonzalez-Losada C, Lee JH, Alabudh M, Mirah M, El-Amri S, Ezz El-Deen O. Detection of the pathological exposure of pulp using an artificial intelligence tool: a multicentric study over periapical radiographs. BMC Oral Health 2023; 23:553. [PMID: 37563659 PMCID: PMC10416487 DOI: 10.1186/s12903-023-03251-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Accepted: 07/25/2023] [Indexed: 08/12/2023] Open
Abstract
BACKGROUND Introducing artificial intelligence (AI) into the medical field proved beneficial in automating tasks and streamlining the practitioners' lives. Hence, this study was conducted to design and evaluate an AI tool called Make Sure Caries Detector and Classifier (MSc) for detecting pathological exposure of pulp on digital periapical radiographs and to compare its performance with dentists. METHODS This study was a diagnostic, multi-centric study, with 3461 digital periapical radiographs from three countries and seven centers. MSc was built using Yolov5-x model, and it was used for exposed and unexposed pulp detection. The dataset was split into a train, validate, and test dataset; the ratio was 8-1-1 to prevent overfitting. 345 images with 752 labels were randomly allocated to test MSc. The performance metrics used to test MSc performance included mean average precision (mAP), precision, F1 score, recall, and area under receiver operating characteristic curve (AUC). The metrics used to compare the performance with that of 10 certified dentists were: right diagnosis exposed (RDE), right diagnosis not exposed (RDNE), false diagnosis exposed (FDE), false diagnosis not exposed (FDNE), missed diagnosis (MD), and over diagnosis (OD). RESULTS MSc achieved a performance of more than 90% in all metrics examined: an average precision of 0.928, recall of 0.918, F1-score of 0.922, and AUC of 0.956 (P<.05). The results showed a higher mean of 1.94 for all right (correct) diagnosis parameters in MSc group, while a higher mean of 0.64 for all wrong diagnosis parameters in the dentists group (P<.05). CONCLUSIONS The designed MSc tool proved itself reliable in the detection and differentiating between exposed and unexposed pulp in the internally validated model. It also showed a better performance for the detection of exposed and unexposed pulp when compared to the 10 dentists' consensus.
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Affiliation(s)
| | - A Alsaeedi
- Department of Computer Science, College of Computer Science and Engineering, Taibah University, Medina, Saudi Arabia
| | - C Gonzalez-Losada
- School of Dentistry, Complutense University of Madrid, Madrid, Spain
| | - J H Lee
- Department of Periodontology, College of Dentistry and Institute of Oral Bioscience, Jeonbuk National University, Jeonju, Korea
| | - M Alabudh
- Ministry of Health, Medina, Saudi Arabia
| | - M Mirah
- Department of Dental Materials, Taibah University, Medina, Saudi Arabia
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Joo L, Suh CH, Shim WH, Kim SO, Lim JS, Lee JH, Kim HS, Kim SJ. Detection rate of contrast-enhanced brain magnetic resonance imaging in patients with cognitive impairment. PLoS One 2023; 18:e0289638. [PMID: 37549181 PMCID: PMC10406288 DOI: 10.1371/journal.pone.0289638] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2022] [Accepted: 07/22/2023] [Indexed: 08/09/2023] Open
Abstract
INTRODUCTION The number of brain MRI with contrast media performed in patients with cognitive impairment has increased without universal agreement. We aimed to evaluate the detection rate of contrast-enhanced brain MRI in patients with cognitive impairment. MATERIALS AND METHODS This single-institution, retrospective study included 4,838 patients who attended outpatient clinics for cognitive impairment evaluation and underwent brain MRI with or without contrast enhancement from December 2015 to February 2020. Patients who tested positive for cognitive impairment were followed-up to confirm whether the result was true-positive and provide follow-up management. Detection rate was defined as the proportion of patients with true-positive results and was compared between groups with and without contrast enhancement. Individual matching in a 1:2 ratio according to age, sex, and year of test was performed. RESULTS The overall detection rates of brain MRI with and without contrast media were 4.7% (57/1,203; 95% CI: 3.6%-6.1%) and 1.8% (65/3,635; 95% CI: 1.4%-2.3%), respectively (P<0.001); individual matching demonstrated similar results (4.7% and 1.9%). Among 1,203 patients with contrast media, 3.6% was only detectable with the aid of contrast media. The proportion of patients who underwent follow-up imaging or treatment for the detected lesions were significantly higher in the group with contrast media (2.0% and 0.6%, P < .001). CONCLUSIONS Detection rate of brain MRI for lesions only detectable with contrast media in patients with cognitive impairment was not high enough and further study is needed to identify whom would truly benefit with contrast media.
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Affiliation(s)
- Leehi Joo
- Department of Radiology, Korea University Guro Hospital, Seoul, Republic of Korea
| | - Chong Hyun Suh
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Woo Hyun Shim
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Seon-Ok Kim
- Department of Clinical Epidemiology and Biostatistics, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jae-Sung Lim
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jae-Hong Lee
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Ho Sung Kim
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Sang Joon Kim
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
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McKay NS, Gordon BA, Hornbeck RC, Dincer A, Flores S, Keefe SJ, Joseph-Mathurin N, Jack CR, Koeppe R, Millar PR, Ances BM, Chen CD, Daniels A, Hobbs DA, Jackson K, Koudelis D, Massoumzadeh P, McCullough A, Nickels ML, Rahmani F, Swisher L, Wang Q, Allegri RF, Berman SB, Brickman AM, Brooks WS, Cash DM, Chhatwal JP, Day GS, Farlow MR, la Fougère C, Fox NC, Fulham M, Ghetti B, Graff-Radford N, Ikeuchi T, Klunk W, Lee JH, Levin J, Martins R, Masters CL, McConathy J, Mori H, Noble JM, Reischl G, Rowe C, Salloway S, Sanchez-Valle R, Schofield PR, Shimada H, Shoji M, Su Y, Suzuki K, Vöglein J, Yakushev I, Cruchaga C, Hassenstab J, Karch C, McDade E, Perrin RJ, Xiong C, Morris JC, Bateman RJ, Benzinger TLS. Positron emission tomography and magnetic resonance imaging methods and datasets within the Dominantly Inherited Alzheimer Network (DIAN). Nat Neurosci 2023; 26:1449-1460. [PMID: 37429916 PMCID: PMC10400428 DOI: 10.1038/s41593-023-01359-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Accepted: 05/15/2023] [Indexed: 07/12/2023]
Abstract
The Dominantly Inherited Alzheimer Network (DIAN) is an international collaboration studying autosomal dominant Alzheimer disease (ADAD). ADAD arises from mutations occurring in three genes. Offspring from ADAD families have a 50% chance of inheriting their familial mutation, so non-carrier siblings can be recruited for comparisons in case-control studies. The age of onset in ADAD is highly predictable within families, allowing researchers to estimate an individual's point in the disease trajectory. These characteristics allow candidate AD biomarker measurements to be reliably mapped during the preclinical phase. Although ADAD represents a small proportion of AD cases, understanding neuroimaging-based changes that occur during the preclinical period may provide insight into early disease stages of 'sporadic' AD also. Additionally, this study provides rich data for research in healthy aging through inclusion of the non-carrier controls. Here we introduce the neuroimaging dataset collected and describe how this resource can be used by a range of researchers.
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Affiliation(s)
| | | | | | - Aylin Dincer
- Washington University in St. Louis, St. Louis, MO, USA
| | - Shaney Flores
- Washington University in St. Louis, St. Louis, MO, USA
| | - Sarah J Keefe
- Washington University in St. Louis, St. Louis, MO, USA
| | | | | | | | | | - Beau M Ances
- Washington University in St. Louis, St. Louis, MO, USA
| | | | | | - Diana A Hobbs
- Washington University in St. Louis, St. Louis, MO, USA
| | | | | | | | | | | | | | - Laura Swisher
- Washington University in St. Louis, St. Louis, MO, USA
| | - Qing Wang
- Washington University in St. Louis, St. Louis, MO, USA
| | | | | | - Adam M Brickman
- Columbia University Irving Medical Center, New York, NY, USA
| | - William S Brooks
- Neuroscience Research Australia, Sydney, New South Wales, Australia
| | - David M Cash
- UK Dementia Research Institute at University College London, London, UK
- University College London, London, UK
| | - Jasmeer P Chhatwal
- Massachusetts General and Brigham & Women's Hospitals, Harvard Medical School, Boston, MA, USA
| | | | | | - Christian la Fougère
- Department of Radiology, University of Tübingen, Tübingen, Germany
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
| | - Nick C Fox
- UK Dementia Research Institute at University College London, London, UK
- University College London, London, UK
| | - Michael Fulham
- Royal Prince Alfred Hospital, Sydney, New South Wales, Australia
| | | | | | | | | | | | - Johannes Levin
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
| | - Ralph Martins
- Edith Cowan University, Joondalup, Western Australia, Australia
| | | | | | | | - James M Noble
- Columbia University Irving Medical Center, New York, NY, USA
| | - Gerald Reischl
- Department of Radiology, University of Tübingen, Tübingen, Germany
| | | | | | - Raquel Sanchez-Valle
- Alzheimer's Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, IDIBAPS, University of Barcelona, Barcelona, Spain
| | - Peter R Schofield
- Neuroscience Research Australia, Sydney, New South Wales, Australia
- School of Biomedical Sciences, University of New South Wales, Sydney, New South Wales, Australia
| | | | | | - Yi Su
- Banner Alzheimer's Institute, Phoenix, AZ, USA
| | | | - Jonathan Vöglein
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
- Department of Neurology, Ludwig-Maximilians-Universität München, München, Germany
| | - Igor Yakushev
- School of Medicine, Technical University of Munich, Munich, Germany
| | | | | | - Celeste Karch
- Washington University in St. Louis, St. Louis, MO, USA
| | - Eric McDade
- Washington University in St. Louis, St. Louis, MO, USA
| | | | | | - John C Morris
- Washington University in St. Louis, St. Louis, MO, USA
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Yun SY, Choi YJ, Chung SR, Suh CH, Kim SC, Lee JH, Baek JH. Image findings of anti-neutrophil cytoplasmic antibody-associated vasculitis involving the skull base. Clin Radiol 2023; 78:e568-e573. [PMID: 37164808 DOI: 10.1016/j.crad.2023.04.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Revised: 02/02/2023] [Accepted: 04/05/2023] [Indexed: 05/12/2023]
Abstract
AIM To investigate computed tomography (CT) and magnetic resonance imaging (MRI) features of skull bases involving anti-neutrophil cytoplasmic antibody (ANCA)-associated vasculitides (AAV). MATERIALS AND METHODS A retrospective review was undertaken to identify an institutional historical cohort of 17 patients with confirmed AAV who underwent CT or MRI and had skull base involvement between 2002 and 2021. Two radiologists reviewed the extent and features of the lesions, bone changes, and other MRI findings. RESULTS A total of 17 patients (12 men; mean age ± standard deviation, 46.5 ± 17.1 years) were selected. AAV presented as infiltrative lesions with involvement at various sites. Most cases involved the paranasal sinuses (PNS; 88%, 15/17), nasopharynx (88%, 15/17), pterygopalatine fossa (82%, 14/17), and parapharyngeal space (82%, 14/17), frequently accompanied by mucosal irregularity of the PNS and nasopharynx (71%, 12/17). Central skull base and temporal bone involvement were seen in 53% (9/17) and 38% (6/16) of cases, respectively. On T1-weighted imaging (WI) and T2WI MRI, all lesions (15/15) showed predominant signal iso-intensity to grey matter. CONCLUSIONS Although radiological findings of AAV are non-specific and skull base involvement is less common, AAV may be considered if infiltrative lesions predominantly involving the PNS, nasopharynx, pterygopalatine fossa, and parapharyngeal space with combined bone changes of skull base are seen.
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Affiliation(s)
- S Y Yun
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea; Department of Radiology, Inje University Busan Paik Hospital, Busan, Republic of Korea
| | - Y J Choi
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea.
| | - S R Chung
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - C H Suh
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - S C Kim
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - J H Lee
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - J H Baek
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
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Schneider L, Rischke R, Krois J, Krasowski A, Büttner M, Mohammad-Rahimi H, Chaurasia A, Pereira NS, Lee JH, Uribe SE, Shahab S, Koca-Ünsal RB, Ünsal G, Martinez-Beneyto Y, Brinz J, Tryfonos O, Schwendicke F. Federated vs Local vs Central Deep Learning of Tooth Segmentation on Panoramic Radiographs. J Dent 2023; 135:104556. [PMID: 37209769 DOI: 10.1016/j.jdent.2023.104556] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 05/16/2023] [Accepted: 05/17/2023] [Indexed: 05/22/2023] Open
Abstract
OBJECTIVE Federated Learning (FL) enables collaborative training of artificial intelligence (AI) models from multiple data sources without directly sharing data. Due to the large amount of sensitive data in dentistry, FL may be particularly relevant for oral and dental research and applications. This study, for the first time, employed FL for a dental task, automated tooth segmentation on panoramic radiographs. METHODS We employed a dataset of 4,177 panoramic radiographs collected from nine different centers (n = 143 to n = 1881 per center) across the globe and used FL to train a machine learning model for tooth segmentation. FL performance was compared against Local Learning (LL), i.e., training models on isolated data from each center (assuming data sharing not to be an option). Further, the performance gap to Central Learning (CL), i.e., training on centrally pooled data (based on data sharing agreements) was quantified. Generalizability of models was evaluated on a pooled test dataset from all centers. RESULTS For 8 out of 9 centers, FL outperformed LL with statistical significance (p<0.05); only the center providing the largest amount of data FL did not have such an advantage. For generalizability, FL outperformed LL across all centers. CL surpassed both FL and LL for performance and generalizability. CONCLUSION If data pooling (for CL) is not feasible, FL is shown to be a useful alternative to train performant and, more importantly, generalizable deep learning models in dentistry, where data protection barriers are high. CLINICAL SIGNIFICANCE This study proves the validity and utility of FL in the field of dentistry, which encourages researchers to adopt this method to improve the generalizability of dental AI models and ease their transition to the clinical environment.
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Affiliation(s)
- Lisa Schneider
- Department of Oral Diagnostics, Digital Health, and Health Services Research, Charité - University Medicine Berlin, Berlin, Germany; ITU/WHO Focus Group on AI for Health, Topic Group Dental Diagnostics and Digital Dentistry, Geneva, Switzerland
| | - Roman Rischke
- Department of Artificial Intelligence, Fraunhofer Heinrich Hertz Institute, Berlin, Germany
| | - Joachim Krois
- ITU/WHO Focus Group on AI for Health, Topic Group Dental Diagnostics and Digital Dentistry, Geneva, Switzerland
| | - Aleksander Krasowski
- Department of Oral Diagnostics, Digital Health, and Health Services Research, Charité - University Medicine Berlin, Berlin, Germany; ITU/WHO Focus Group on AI for Health, Topic Group Dental Diagnostics and Digital Dentistry, Geneva, Switzerland
| | - Martha Büttner
- Department of Oral Diagnostics, Digital Health, and Health Services Research, Charité - University Medicine Berlin, Berlin, Germany; ITU/WHO Focus Group on AI for Health, Topic Group Dental Diagnostics and Digital Dentistry, Geneva, Switzerland
| | - Hossein Mohammad-Rahimi
- ITU/WHO Focus Group on AI for Health, Topic Group Dental Diagnostics and Digital Dentistry, Geneva, Switzerland; Shahid Beheshti University of Medical Sciences, Tehran, Iran Dental school, Iran
| | - Akhilanand Chaurasia
- ITU/WHO Focus Group on AI for Health, Topic Group Dental Diagnostics and Digital Dentistry, Geneva, Switzerland; Department of Oral Medicine and Radiology, Faculty of Dental Sciences, King George's Medical University, Lucknow, India
| | - Nielsen S Pereira
- ITU/WHO Focus Group on AI for Health, Topic Group Dental Diagnostics and Digital Dentistry, Geneva, Switzerland; Private Practice in Oral and Maxillofacial Radiology, Rio de Janeiro, Brazil
| | - Jae-Hong Lee
- ITU/WHO Focus Group on AI for Health, Topic Group Dental Diagnostics and Digital Dentistry, Geneva, Switzerland; Department of Periodontology, College of Dentistry and Institute of Oral Bioscience, Jeonbuk National University, Jeonju, Korea
| | - Sergio E Uribe
- ITU/WHO Focus Group on AI for Health, Topic Group Dental Diagnostics and Digital Dentistry, Geneva, Switzerland; Department of Conservative Dentistry Oral Health, Riga Stradins University, Riga, Latvia; School of Dentistry, Universidad Austral de Chile, Valdivia, Chile; Baltic Biomaterials Centre of Excellence, Headquarters at Riga Technical University, Riga, Latvia
| | - Shahriar Shahab
- ITU/WHO Focus Group on AI for Health, Topic Group Dental Diagnostics and Digital Dentistry, Geneva, Switzerland; Department of Oral and Maxillofacial Radiology, School of Dentistry, Shahed University of Medical Sciences, Tehran, Iran
| | - Revan Birke Koca-Ünsal
- ITU/WHO Focus Group on AI for Health, Topic Group Dental Diagnostics and Digital Dentistry, Geneva, Switzerland; Department of Periodontology, Faculty of Dentistry, University of Kyrenia, Kyrenia, Cyprus
| | - Gürkan Ünsal
- ITU/WHO Focus Group on AI for Health, Topic Group Dental Diagnostics and Digital Dentistry, Geneva, Switzerland; Department of Dentomaxillofacial Radiology, Faculty of Dentistry, Near East University, Nicosia, Cyprus
| | | | - Janet Brinz
- ITU/WHO Focus Group on AI for Health, Topic Group Dental Diagnostics and Digital Dentistry, Geneva, Switzerland; Department of Conservative Dentistry and Periodontology, University Hospital, LMU Munich, Munich, Germany
| | - Olga Tryfonos
- ITU/WHO Focus Group on AI for Health, Topic Group Dental Diagnostics and Digital Dentistry, Geneva, Switzerland; Department of Periodontology and Oral Biochemistry, Academic Centre for Dentistry Amsterdam, Amsterdam, the Netherlands
| | - Falk Schwendicke
- Department of Oral Diagnostics, Digital Health, and Health Services Research, Charité - University Medicine Berlin, Berlin, Germany; ITU/WHO Focus Group on AI for Health, Topic Group Dental Diagnostics and Digital Dentistry, Geneva, Switzerland.
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Lee JH, An HW, Im JS, Kim WJ, Lee DW, Yun JH. Evaluation of the clinical and radiographic effectiveness of treating peri-implant bone defects with a new biphasic calcium phosphate bone graft: a prospective, multicenter randomized controlled trial. J Periodontal Implant Sci 2023; 53:306-317. [PMID: 37524378 PMCID: PMC10465810 DOI: 10.5051/jpis.2300640032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Revised: 04/01/2023] [Accepted: 05/03/2023] [Indexed: 08/02/2023] Open
Abstract
PURPOSE Biphasic calcium phosphate (BCP), a widely used biomaterial for bone regeneration, contains synthetic hydroxyapatite (HA) and β-tricalcium phosphate (β-TCP), the ratio of which can be adjusted to modulate the rate of degradation. The aim of this study was to evaluate the clinical and radiographic benefits of reconstructing peri-implant bone defects with a newly developed BCP consisting of 40% β-TCP and 60% HA compared to demineralized bovine bone mineral (DBBM). METHODS This prospective, multicenter, parallel, single-blind randomized controlled trial was conducted at the periodontology departments of 3 different dental hospitals. Changes in clinical (defect width and height) and radiographic (augmented horizontal bone thickness) parameters were measured between implant surgery with guided bone regeneration (GBR) and re-entry surgery. Postoperative discomfort (severity and duration of pain and swelling) and early soft-tissue wound healing (dehiscence and inflammation) were also assessed. Data were compared between the BCP (test) and DBBM (control) groups using the independent t-test and the χ² test. RESULTS Of the 53 cases included, 27 were in the test group and 26 were in the control group. After a healing period of 18 weeks, the full and mean resolution of buccal dehiscence defects were 59.3% (n=16) and 71.3% in the test group and 42.3% (n=11) and 57.9% in the control group, respectively. There were no significant differences between the groups in terms of the change in mean horizontal bone augmentation (test group: -0.50±0.66 mm vs. control groups: -0.66±0.83 mm, P=0.133), postoperative discomfort, or early wound healing. No adverse or fatal complications occurred in either group. CONCLUSION The GBR procedure with the newly developed BCP showed favorable clinical, radiographic, postoperative discomfort-related, and early wound healing outcomes for peri-implant dehiscence defects that were similar to those for DBBM. TRIAL REGISTRATION Clinical Research Information Service Identifier: KCT0006428.
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Affiliation(s)
- Jae-Hong Lee
- Department of Periodontology, College of Dentistry and Institute of Oral Bioscience, Jeonbuk National University, Jeonju, Korea
- Research Institute of Clinical Medicine of Jeonbuk National University-Biomedical Research Institute of Jeonbuk National University Hospital, Jeonju, Korea
| | - Hyun-Wook An
- Research & Development Center, MegaGen Implant Co., Ltd., Daegu, Korea
| | - Jae-Seung Im
- Research & Development Center, MegaGen Implant Co., Ltd., Daegu, Korea
| | - Woo-Joo Kim
- Department of Periodontology, College of Dentistry and Institute of Oral Bioscience, Jeonbuk National University, Jeonju, Korea
| | - Dong-Won Lee
- Department of Periodontology, Gangnam Severance Hospital, College of Dentistry, Yonsei University, Seoul, Korea.
| | - Jeong-Ho Yun
- Department of Periodontology, College of Dentistry and Institute of Oral Bioscience, Jeonbuk National University, Jeonju, Korea
- Research Institute of Clinical Medicine of Jeonbuk National University-Biomedical Research Institute of Jeonbuk National University Hospital, Jeonju, Korea.
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Wheelock MD, Strain JF, Mansfield P, Tu JC, Tanenbaum A, Preische O, Chhatwal JP, Cash DM, Cruchaga C, Fagan AM, Fox NC, Graff-Radford NR, Hassenstab J, Jack CR, Karch CM, Levin J, McDade EM, Perrin RJ, Schofield PR, Xiong C, Morris JC, Bateman RJ, Jucker M, Benzinger TLS, Ances BM, Eggebrecht AT, Gordon BA, Allegri R, Araki A, Barthelemy N, Bateman R, Bechara J, Benzinger T, Berman S, Bodge C, Brandon S, Brooks W, Brosch J, Buck J, Buckles V, Carter K, Cash D, Cash L, Chen C, Chhatwal J, Chrem P, Chua J, Chui H, Cruchaga C, Day GS, De La Cruz C, Denner D, Diffenbacher A, Dincer A, Donahue T, Douglas J, Duong D, Egido N, Esposito B, Fagan A, Farlow M, Feldman B, Fitzpatrick C, Flores S, Fox N, Franklin E, Friedrichsen N, Fujii H, Gardener S, Ghetti B, Goate A, Goldberg S, Goldman J, Gonzalez A, Gordon B, Gräber-Sultan S, Graff-Radford N, Graham M, Gray J, Gremminger E, Grilo M, Groves A, Haass C, Häsler L, Hassenstab J, Hellm C, Herries E, Hoechst-Swisher L, Hofmann A, Holtzman D, Hornbeck R, Igor Y, Ihara R, Ikeuchi T, Ikonomovic S, Ishii K, Jack C, Jerome G, Johnson E, Jucker M, Karch C, Käser S, Kasuga K, Keefe S, Klunk W, Koeppe R, Koudelis D, Kuder-Buletta E, Laske C, Lee JH, Levey A, Levin J, Li Y, Lopez O, Marsh J, Martinez R, Martins R, Mason NS, Masters C, Mawuenyega K, McCullough A, McDade E, Mejia A, Morenas-Rodriguez E, Mori H, Morris J, Mountz J, Mummery C, Nadkami N, Nagamatsu A, Neimeyer K, Niimi Y, Noble J, Norton J, Nuscher B, O'Connor A, Obermüller U, Patira R, Perrin R, Ping L, Preische O, Renton A, Ringman J, Salloway S, Sanchez-Valle R, Schofield P, Senda M, Seyfried N, Shady K, Shimada H, Sigurdson W, Smith J, Smith L, Snitz B, Sohrabi H, Stephens S, Taddei K, Thompson S, Vöglein J, Wang P, Wang Q, Weamer E, Xiong C, Xu J, Xu X. Brain network decoupling with increased serum neurofilament and reduced cognitive function in Alzheimer's disease. Brain 2023; 146:2928-2943. [PMID: 36625756 PMCID: PMC10316768 DOI: 10.1093/brain/awac498] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Revised: 11/21/2022] [Accepted: 12/12/2022] [Indexed: 01/11/2023] Open
Abstract
Neurofilament light chain, a putative measure of neuronal damage, is measurable in blood and CSF and is predictive of cognitive function in individuals with Alzheimer's disease. There has been limited prior work linking neurofilament light and functional connectivity, and no prior work has investigated neurofilament light associations with functional connectivity in autosomal dominant Alzheimer's disease. Here, we assessed relationships between blood neurofilament light, cognition, and functional connectivity in a cross-sectional sample of 106 autosomal dominant Alzheimer's disease mutation carriers and 76 non-carriers. We employed an innovative network-level enrichment analysis approach to assess connectome-wide associations with neurofilament light. Neurofilament light was positively correlated with deterioration of functional connectivity within the default mode network and negatively correlated with connectivity between default mode network and executive control networks, including the cingulo-opercular, salience, and dorsal attention networks. Further, reduced connectivity within the default mode network and between the default mode network and executive control networks was associated with reduced cognitive function. Hierarchical regression analysis revealed that neurofilament levels and functional connectivity within the default mode network and between the default mode network and the dorsal attention network explained significant variance in cognitive composite scores when controlling for age, sex, and education. A mediation analysis demonstrated that functional connectivity within the default mode network and between the default mode network and dorsal attention network partially mediated the relationship between blood neurofilament light levels and cognitive function. Our novel results indicate that blood estimates of neurofilament levels correspond to direct measurements of brain dysfunction, shedding new light on the underlying biological processes of Alzheimer's disease. Further, we demonstrate how variation within key brain systems can partially mediate the negative effects of heightened total serum neurofilament levels, suggesting potential regions for targeted interventions. Finally, our results lend further evidence that low-cost and minimally invasive blood measurements of neurofilament may be a useful marker of brain functional connectivity and cognitive decline in Alzheimer's disease.
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Affiliation(s)
- Muriah D Wheelock
- Department of Radiology, Washington University in St. Louis, MO, USA
| | - Jeremy F Strain
- Department of Neurology, Washington University in Saint Louis, St. Louis, MO, USA
| | | | - Jiaxin Cindy Tu
- Department of Radiology, Washington University in St. Louis, MO, USA
| | - Aaron Tanenbaum
- Department of Neurology, Washington University in Saint Louis, St. Louis, MO, USA
| | - Oliver Preische
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
| | - Jasmeer P Chhatwal
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - David M Cash
- Dementia Research Center, UCL Queen Square, London, UK.,UK Dementia Research Institute, College London, London, UK
| | - Carlos Cruchaga
- Department of Psychiatry, Washington University in St. Louis, MO, USA
| | - Anne M Fagan
- Department of Neurology, Washington University in Saint Louis, St. Louis, MO, USA
| | - Nick C Fox
- Dementia Research Center, UCL Queen Square, London, UK.,UK Dementia Research Institute, College London, London, UK
| | | | - Jason Hassenstab
- Department of Neurology, Washington University in Saint Louis, St. Louis, MO, USA
| | | | - Celeste M Karch
- Department of Psychiatry, Washington University in St. Louis, MO, USA
| | - Johannes Levin
- Department of Neurology, Ludwig-Maximilians-Universität München, Munich, Germany.,German Center for Neurodegenerative Diseases (DZNE), Munich, Germany.,Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Eric M McDade
- Department of Neurology, Washington University in Saint Louis, St. Louis, MO, USA
| | - Richard J Perrin
- Department of Neurology, Washington University in Saint Louis, St. Louis, MO, USA.,Department of Pathology & Immunology, Washington University in St. Louis, MO, USA
| | - Peter R Schofield
- Neuroscience Research Australia, Sydney, NSW, Australia.,School of Medical Sciences, University of New South Wales, Sydney, NSW, Australia
| | - Chengjie Xiong
- Division of Biostatistics, Washington University in St. Louis, MO, USA
| | - John C Morris
- Department of Neurology, Washington University in Saint Louis, St. Louis, MO, USA
| | - Randal J Bateman
- Department of Neurology, Washington University in Saint Louis, St. Louis, MO, USA
| | - Mathias Jucker
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
| | - Tammie L S Benzinger
- Department of Neurology, Washington University in Saint Louis, St. Louis, MO, USA
| | - Beau M Ances
- Department of Neurology, Washington University in Saint Louis, St. Louis, MO, USA
| | - Adam T Eggebrecht
- Department of Radiology, Washington University in St. Louis, MO, USA
| | - Brian A Gordon
- Department of Radiology, Washington University in St. Louis, MO, USA
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Kwon HS, Koh SH, Choi SH, Jeong JH, Na HR, Lee CN, Yang Y, Lee AY, Lee JH, Park KW, Han HJ, Kim BC, Park J, Lee JY, Lee KY, Kim S. Effects of GV1001 on Language Dysfunction in Patients With Moderate-to-Severe Alzheimer's Disease: Post Hoc Analysis of Severe Impairment Battery Subscales. Dement Neurocogn Disord 2023; 22:100-108. [PMID: 37545861 PMCID: PMC10400345 DOI: 10.12779/dnd.2023.22.3.100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Accepted: 06/22/2023] [Indexed: 08/08/2023] Open
Abstract
Background and Purpose The efficacy and safety of GV1001 have been demonstrated in patients with moderate-to-severe Alzheimer's disease (AD). In this study, we aimed to further demonstrate the effectiveness of GV1001 using subscales of the Severe Impairment Battery (SIB), which is a validated measure to assess cognitive function in patients with moderate-to-severe AD. Methods We performed a post hoc analysis of data from a 6 month, multicenter, phase 2, randomized, double-blind, placebo-controlled trial with GV1001 (ClinicalTrials.gov, NCT03184467). Patients were randomized to receive either GV1001 or a placebo for 24 weeks. In the current study, nine subscales of SIB-social interaction, memory, orientation, language, attention, praxis, visuospatial ability, construction, and orientation to name- were compared between the treatment (GV1001 1.12 mg) and placebo groups at weeks 12 and 24. The safety endpoints for these patients were also determined based on adverse events. Results In addition to the considerable beneficial effect of GV1001 on the SIB total score, GV1001 1.12 mg showed the most significant effect on language function at 24 weeks compared to placebo in both the full analysis set (FAS) and per-protocol set (PPS) (p=0.017 and p=0.011, respectively). The rate of adverse events did not differ significantly between the 2 groups. Conclusions Patients with moderate-to-severe AD receiving GV1001 had greater language benefits than those receiving placebo, as measured using the SIB language subscale.
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Affiliation(s)
- Hyuk Sung Kwon
- Department of Neurology, Hanyang University Guri Hospital, Hanyang University College of Medicine, Guri, Korea
| | - Seong-Ho Koh
- Department of Neurology, Hanyang University Guri Hospital, Hanyang University College of Medicine, Guri, Korea
- Department of Translational Medicine, Hanyang University Graduate School of Biomedical Science & Engineering, Seoul, Korea
| | - Seong Hye Choi
- Department of Neurology, Inha University School of Medicine, Incheon, Korea
| | - Jee Hyang Jeong
- Department of Neurology, Ewha Womans University College of Medicine, Seoul, Korea
| | - Hae Ri Na
- Department of Neurology, Bobath Memorial Hospital, Seongnam, Korea
| | - Chan Nyoung Lee
- Department of Neurology, Korea University Anam Hospital, Seoul, Korea
| | - YoungSoon Yang
- Department of Neurology, Soonchunhyang University Cheonan Hospital, Cheonan, Korea
| | - Ae Young Lee
- Department of Neurology, Chungnam National University Hospital, Daejeon, Korea
| | - Jae-Hong Lee
- Department of Neurology, Asan Medical Center, Seoul, Korea
| | - Kyung Won Park
- Department of Neurology, Dong-A University Hospital, Busan, Korea
| | - Hyun Jeong Han
- Department of Neurology, Myongji Hospital, Hanyang University College of Medicine, Goyang, Korea
| | - Byeong C. Kim
- Department of Neurology, Chonnam National University Medical School and Hospital, Gwangju, Korea
| | - Jinse Park
- Department of Neurology, Haeundae Paik Hospital, Inje University, Buasn, Korea
| | - Jee-Young Lee
- Department of Neurology, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul, Korea
| | - Kyu-Yong Lee
- Department of Neurology, Hanyang University Guri Hospital, Hanyang University College of Medicine, Guri, Korea
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Chatterjee P, Vermunt L, Gordon BA, Pedrini S, Boonkamp L, Armstrong NJ, Xiong C, Singh AK, Li Y, Sohrabi HR, Taddei K, Molloy MP, Benzinger TL, Morris JC, Karch CM, Berman SB, Chhatwal J, Cruchaga C, Graff-Radford NR, Day GS, Farlow M, Fox NC, Goate AM, Hassenstab J, Lee JH, Levin J, McDade E, Mori H, Perrin RJ, Sanchez-Valle R, Schofield PR, Levey A, Jucker M, Masters CL, Fagan AM, Bateman RJ, Martins RN, Teunissen CE. Plasma glial fibrillary acidic protein in autosomal dominant Alzheimer's disease: Associations with Aβ-PET, neurodegeneration, and cognition. Alzheimers Dement 2023; 19:2790-2804. [PMID: 36576155 PMCID: PMC10300233 DOI: 10.1002/alz.12879] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Revised: 09/22/2022] [Accepted: 10/21/2022] [Indexed: 12/29/2022]
Abstract
BACKGROUND Glial fibrillary acidic protein (GFAP) is a promising candidate blood-based biomarker for Alzheimer's disease (AD) diagnosis and prognostication. The timing of its disease-associated changes, its clinical correlates, and biofluid-type dependency will influence its clinical utility. METHODS We evaluated plasma, serum, and cerebrospinal fluid (CSF) GFAP in families with autosomal dominant AD (ADAD), leveraging the predictable age at symptom onset to determine changes by stage of disease. RESULTS Plasma GFAP elevations appear a decade before expected symptom onset, after amyloid beta (Aβ) accumulation and prior to neurodegeneration and cognitive decline. Plasma GFAP distinguished Aβ-positive from Aβ-negative ADAD participants and showed a stronger relationship with Aβ load in asymptomatic than symptomatic ADAD. Higher plasma GFAP was associated with the degree and rate of neurodegeneration and cognitive impairment. Serum GFAP showed similar relationships, but these were less pronounced for CSF GFAP. CONCLUSION Our findings support a role for plasma GFAP as a clinical biomarker of Aβ-related astrocyte reactivity that is associated with cognitive decline and neurodegeneration. HIGHLIGHTS Plasma glial fibrillary acidic protein (GFAP) elevations appear a decade before expected symptom onset in autosomal dominant Alzheimer's disease (ADAD). Plasma GFAP was associated to amyloid positivity in asymptomatic ADAD. Plasma GFAP increased with clinical severity and predicted disease progression. Plasma and serum GFAP carried similar information in ADAD, while cerebrospinal fluid GFAP did not.
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Affiliation(s)
- Pratishtha Chatterjee
- Macquarie Medical School, Macquarie University, North Ryde, NSW 2019, Australia; School of Medical Sciences, Edith Cowan University, Sarich Neuroscience Research Institute, Nedlands, WA 6009, Australia
| | - Lisa Vermunt
- Neurochemistry Laboratory, Department of Clinical Chemistry, Amsterdam Neuroscience, programme Neurodegeneration, Amsterdam University Medical Centers, Vrije Universiteit, Amsterdam, The Netherlands
| | - Brian A. Gordon
- Department of Radiology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Steve Pedrini
- School of Medical Sciences, Edith Cowan University, Sarich Neuroscience Research Institute, Nedlands, WA 6009, Australia
| | - Lynn Boonkamp
- Neurochemistry Laboratory, Department of Clinical Chemistry, Amsterdam Neuroscience, programme Neurodegeneration, Amsterdam University Medical Centers, Vrije Universiteit, Amsterdam, The Netherlands
| | - Nicola J. Armstrong
- Department of Mathematics & Statistics, Curtin University, Bentley, WA, Australia
| | - Chengjie Xiong
- Knight Alzheimer’s Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA; Hope Center for Neurological Disorders, Washington University School of Medicine, St. Louis, MO, USA; Division of Biostatistics, Washington University School of Medicine, Saint Louis, MO, USA
| | - Abhay K. Singh
- Macquarie Business School, Macquarie University, North Ryde, NSW, Australia
| | - Yan Li
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA; Division of Biostatistics, Washington University School of Medicine, Saint Louis, MO, USA
| | - Hamid R. Sohrabi
- Department of Biomedical Sciences, Macquarie University, North Ryde, NSW 2019, Australia; School of Medical Sciences, Edith Cowan University, Sarich Neuroscience Research Institute, Nedlands, WA 6009, Australia; School of Psychiatry and Clinical Neurosciences, University of Western Australia, Crawley, WA, Australia; Australian Alzheimer’s Research Foundation, Nedlands, WA, Australia; Centre for Healthy Ageing, Health Future Institute, Murdoch University, Murdoch, WA, Australia
| | - Kevin Taddei
- School of Medical Sciences, Edith Cowan University, Sarich Neuroscience Research Institute, Nedlands, WA 6009, Australia; Australian Alzheimer’s Research Foundation, Nedlands, WA, Australia
| | - Mark P. Molloy
- Bowel Cancer and Biomarker Laboratory, Kolling Institute, The University of Sydney, St Leonards, NSW, Australia; Australian Proteome Analysis Facility, Macquarie University, North Ryde, NSW, Australia
| | - Tammie L.S. Benzinger
- Department of Radiology, Washington University School of Medicine, Saint Louis, MO, USA
| | - John C. Morris
- Knight Alzheimer’s Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA; Hope Center for Neurological Disorders, Washington University School of Medicine, St. Louis, MO, USA; Department of Neurology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Celeste M. Karch
- Department of Psychiatry, Washington University School of Medicine, Saint Louis, MO, USA
| | - Sarah B. Berman
- University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Jasmeer Chhatwal
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Carlos Cruchaga
- Knight Alzheimer’s Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA; Hope Center for Neurological Disorders, Washington University School of Medicine, St. Louis, MO, USA; Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | | | - Gregory S Day
- Department of Neurology, Mayo Clinic Jacksonville, Jacksonville, FL, USA
| | - Martin Farlow
- Department of Neurology, Indiana University, Indianapolis, IN, USA
| | - Nick C. Fox
- Dementia Research Centre, Queen Square Institute of Neurology, University College London, London, UK
| | - Alison M. Goate
- Department of Genetics & Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jason Hassenstab
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Jae-Hong Lee
- Department of Neurology, University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43-gil, Songpa-gu, Seoul05505, Republic of Korea
| | - Johannes Levin
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany; Department of Neurology, Ludwig-Maximilians-Universität München, Munich, Germany; Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Eric McDade
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Hiroshi Mori
- Osaka Metropolitan University, Nagaoka Sutoku University, Osaka, Japan
| | - Richard J. Perrin
- Department of Pathology and Immunology, Washington University School of Medicine, Saint Louis, MO, USA; Dominantly Inherited Alzheimer Network, Washington University School of Medicine, St. Louis, MO, USA; Knight Alzheimer’s Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA; Hope Center for Neurological Disorders, Washington University School of Medicine, St. Louis, MO, USA; Department of Neurology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Raquel Sanchez-Valle
- Alzheimer’s Disease and other Cognitive Disorders Unit, Neurology Service, Hospital Clinic, Barcelona, Spain
| | - Peter R. Schofield
- Neuroscience Research Australia, Sydney, New South Wales, Australia; School of Medical Sciences, University of New South Wales, Sydney, New South Wales, Australia
| | - Allan Levey
- Department of Neurology, Emory University, Atlanta, GA, USA
| | - Mathias Jucker
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany. Department of Cellular Neurology, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
| | - Colin L. Masters
- The Florey Institute of Neuroscience and Mental Health, Melbourne, Victoria, Australia; University of Melbourne, Melbourne, Victoria, Australia
| | - Anne M. Fagan
- Knight Alzheimer’s Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA; Hope Center for Neurological Disorders, Washington University School of Medicine, St. Louis, MO, USA; Department of Neurology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Randall J. Bateman
- Dominantly Inherited Alzheimer Network, Washington University School of Medicine, St. Louis, MO, USA; Department of Neurology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Ralph N. Martins
- Macquarie Medical School, Macquarie University, North Ryde, NSW 2019, Australia; School of Medical Sciences, Edith Cowan University, Sarich Neuroscience Research Institute, Nedlands, WA 6009, Australia; The Cooperative Research Centre for Mental Health, Carlton South, Australia; KaRa Institute of Neurological Disease, Sydney, Macquarie Park, Australia; Australian Alzheimer’s Research Foundation, Nedlands, WA, Australia
| | - Charlotte E. Teunissen
- Neurochemistry Laboratory, Department of Clinical Chemistry, Amsterdam Neuroscience, programme Neurodegeneration, Amsterdam University Medical Centers, Vrije Universiteit, Amsterdam, The Netherlands
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Jo S, Lee H, Kim HJ, Suh CH, Kim SJ, Lee Y, Roh JH, Lee JH. Do radiomics or diffusion-tensor images provide additional information to predict brain amyloid-beta positivity? Sci Rep 2023; 13:9755. [PMID: 37328578 PMCID: PMC10275931 DOI: 10.1038/s41598-023-36639-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2023] [Accepted: 06/07/2023] [Indexed: 06/18/2023] Open
Abstract
The aim of the present study was to predict amyloid-beta positivity using a conventional T1-weighted image, radiomics, and a diffusion-tensor image obtained by magnetic resonance imaging (MRI). We included 186 patients with mild cognitive impairment (MCI) who underwent Florbetaben positron emission tomography (PET), MRI (three-dimensional T1-weighted and diffusion-tensor images), and neuropsychological tests at the Asan Medical Center. We developed a stepwise machine learning algorithm using demographics, T1 MRI features (volume, cortical thickness and radiomics), and diffusion-tensor image to distinguish amyloid-beta positivity on Florbetaben PET. We compared the performance of each algorithm based on the MRI features used. The study population included 72 patients with MCI in the amyloid-beta-negative group and 114 patients with MCI in the amyloid-beta-positive group. The machine learning algorithm using T1 volume performed better than that using only clinical information (mean area under the curve [AUC]: 0.73 vs. 0.69, p < 0.001). The machine learning algorithm using T1 volume showed better performance than that using cortical thickness (mean AUC: 0.73 vs. 0.68, p < 0.001) or texture (mean AUC: 0.73 vs. 0.71, p = 0.002). The performance of the machine learning algorithm using fractional anisotropy in addition to T1 volume was not better than that using T1 volume alone (mean AUC: 0.73 vs. 0.73, p = 0.60). Among MRI features, T1 volume was the best predictor of amyloid PET positivity. Radiomics or diffusion-tensor images did not provide additional benefits.
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Affiliation(s)
- Sungyang Jo
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, Republic of Korea
| | - Hyunna Lee
- Bigdata Research Center, Asan Institute for Life Science, Asan Medical Center, Seoul, Republic of Korea
| | - Hyung-Ji Kim
- Department of Neurology, Uijeongbu Eulji Medical Center, Eulji University School of Medicine, Uijeongbu, Republic of Korea
| | - Chong Hyun Suh
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Sang Joon Kim
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Yoojin Lee
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, Republic of Korea
| | - Jee Hoon Roh
- Department of Physiology, Korea University College of Medicine, Seoul, Republic of Korea
| | - Jae-Hong Lee
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, Republic of Korea.
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47
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Abdulhamid MI, Aboona BE, Adam J, Adams JR, Agakishiev G, Aggarwal I, Aggarwal MM, Ahammed Z, Aitbaev A, Alekseev I, Anderson DM, Aparin A, Aslam S, Atchison J, Averichev GS, Bairathi V, Baker W, Ball Cap JG, Barish K, Bhagat P, Bhasin A, Bhatta S, Bordyuzhin IG, Brandenburg JD, Brandin AV, Cai XZ, Caines H, Calderón de la Barca Sánchez M, Cebra D, Ceska J, Chakaberia I, Chan BK, Chang Z, Chatterjee A, Chen D, Chen J, Chen JH, Chen Z, Cheng J, Cheng Y, Choudhury S, Christie W, Chu X, Crawford HJ, Dale-Gau G, Das A, Daugherity M, Dedovich TG, Deppner IM, Derevschikov AA, Dhamija A, Di Carlo L, Didenko L, Dixit P, Dong X, Drachenberg JL, Duckworth E, Dunlop JC, Engelage J, Eppley G, Esumi S, Evdokimov O, Ewigleben A, Eyser O, Fatemi R, Fazio S, Feng CJ, Feng Y, Finch E, Fisyak Y, Flor FA, Fu C, Geurts F, Ghimire N, Gibson A, Gopal K, Gou X, Grosnick D, Gupta A, Hamed A, Han Y, Harasty MD, Harris JW, Harrison-Smith H, He W, He XH, He Y, Hu C, Hu Q, Hu Y, Huang H, Huang HZ, Huang SL, Huang T, Huang X, Huang Y, Huang Y, Humanic TJ, Isenhower D, Isshiki M, Jacobs WW, Jalotra A, Jena C, Ji Y, Jia J, Jin C, Ju X, Judd EG, Kabana S, Kabir ML, Kalinkin D, Kang K, Kapukchyan D, Kauder K, Ke HW, Keane D, Kechechyan A, Kelsey M, Kimelman B, Kiselev A, Knospe AG, Ko HS, Kochenda L, Korobitsin AA, Kravtsov P, Kumar L, Kumar S, Kunnawalkam Elayavalli R, Lacey R, Landgraf JM, Lebedev A, Lednicky R, Lee JH, Leung YH, Lewis N, Li C, Li W, Li X, Li Y, Li Y, Li Z, Liang X, Liang Y, Lin T, Liu C, Liu F, Liu G, Liu H, Liu H, Liu L, Liu T, Liu X, Liu Y, Liu Z, Ljubicic T, Llope WJ, Lomicky O, Longacre RS, Loyd EM, Lu T, Lukow NS, Luo XF, Luong VB, Ma L, Ma R, Ma YG, Magdy N, Mallick D, Margetis S, Matis HS, Mazer JA, McNamara G, Mi K, Minaev NG, Mohanty B, Mondal MM, Mooney I, Morozov DA, Mudrokh A, Nagy MI, Nain AS, Nam JD, Nasim M, Neff D, Nelson JM, Nemes DB, Nie M, Nigmatkulov G, Niida T, Nishitani R, Nogach LV, Nonaka T, Odyniec G, Ogawa A, Oh S, Okorokov VA, Okubo K, Page BS, Pak R, Pan J, Pandav A, Pandey AK, Panebratsev Y, Pani T, Parfenov P, Paul A, Perkins C, Pokhrel BR, Posik M, Protzman T, Pruthi NK, Putschke J, Qin Z, Qiu H, Quintero A, Racz C, Radhakrishnan SK, Raha N, Ray RL, Ritter HG, Robertson CW, Rogachevsky OV, Rosales Aguilar MA, Roy D, Ruan L, Sahoo AK, Sahoo NR, Sako H, Salur S, Samigullin E, Sato S, Schmidke WB, Schmitz N, Seger J, Seto R, Seyboth P, Shah N, Shahaliev E, Shanmuganathan PV, Shao T, Sharma M, Sharma N, Sharma R, Sharma SR, Sheikh AI, Shen DY, Shen K, Shi SS, Shi Y, Shou QY, Si F, Singh J, Singha S, Sinha P, Skoby MJ, Söhngen Y, Song Y, Srivastava B, Stanislaus TDS, Stewart DJ, Strikhanov M, Stringfellow B, Su Y, Sun C, Sun X, Sun Y, Sun Y, Surrow B, Svirida DN, Sweger ZW, Tamis A, Tang AH, Tang Z, Taranenko A, Tarnowsky T, Thomas JH, Tlusty D, Todoroki T, Tokarev MV, Tomkiel CA, Trentalange S, Tribble RE, Tribedy P, Tsai OD, Tsang CY, Tu Z, Ullrich T, Underwood DG, Upsal I, Van Buren G, Vasiliev AN, Verkest V, Videbæk F, Vokal S, Voloshin SA, Wang F, Wang G, Wang JS, Wang X, Wang Y, Wang Y, Wang Y, Wang Z, Webb JC, Weidenkaff PC, Westfall GD, Wieman H, Wilks G, Wissink SW, Wu J, Wu J, Wu X, Wu Y, Xi B, Xiao ZG, Xie G, Xie W, Xu H, Xu N, Xu QH, Xu Y, Xu Y, Xu Z, Xu Z, Yan G, Yan Z, Yang C, Yang Q, Yang S, Yang Y, Ye Z, Ye Z, Yi L, Yip K, Yu Y, Zha W, Zhang C, Zhang D, Zhang J, Zhang S, Zhang W, Zhang X, Zhang Y, Zhang Y, Zhang Y, Zhang ZJ, Zhang Z, Zhang Z, Zhao F, Zhao J, Zhao M, Zhou C, Zhou J, Zhou S, Zhou Y, Zhu X, Zurek M, Zyzak M. Measurements of the Elliptic and Triangular Azimuthal Anisotropies in Central ^{3}He+Au, d+Au and p+Au Collisions at sqrt[s_{NN}]=200 GeV. Phys Rev Lett 2023; 130:242301. [PMID: 37390421 DOI: 10.1103/physrevlett.130.242301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Revised: 02/27/2023] [Accepted: 05/15/2023] [Indexed: 07/02/2023]
Abstract
The elliptic (v_{2}) and triangular (v_{3}) azimuthal anisotropy coefficients in central ^{3}He+Au, d+Au, and p+Au collisions at sqrt[s_{NN}]=200 GeV are measured as a function of transverse momentum (p_{T}) at midrapidity (|η|<0.9), via the azimuthal angular correlation between two particles both at |η|<0.9. While the v_{2}(p_{T}) values depend on the colliding systems, the v_{3}(p_{T}) values are system independent within the uncertainties, suggesting an influence on eccentricity from subnucleonic fluctuations in these small-sized systems. These results also provide stringent constraints for the hydrodynamic modeling of these systems.
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Affiliation(s)
- M I Abdulhamid
- American University of Cairo, New Cairo 11835, New Cairo, Egypt
| | - B E Aboona
- Texas A&M University, College Station, Texas 77843
| | - J Adam
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - J R Adams
- The Ohio State University, Columbus, Ohio 43210
| | - G Agakishiev
- Joint Institute for Nuclear Research, Dubna 141 980
| | - I Aggarwal
- Panjab University, Chandigarh 160014, India
| | | | - Z Ahammed
- Variable Energy Cyclotron Centre, Kolkata 700064, India
| | - A Aitbaev
- Joint Institute for Nuclear Research, Dubna 141 980
| | - I Alekseev
- Alikhanov Institute for Theoretical and Experimental Physics NRC "Kurchatov Institute", Moscow 117218
- National Research Nuclear University MEPhI, Moscow 115409
| | - D M Anderson
- Texas A&M University, College Station, Texas 77843
| | - A Aparin
- Joint Institute for Nuclear Research, Dubna 141 980
| | - S Aslam
- Indian Institute Technology, Patna, Bihar 801106, India
| | - J Atchison
- Abilene Christian University, Abilene, Texas 79699
| | | | - V Bairathi
- Instituto de Alta Investigación, Universidad de Tarapacá, Arica 1000000, Chile
| | - W Baker
- University of California, Riverside, California 92521
| | | | - K Barish
- University of California, Riverside, California 92521
| | - P Bhagat
- University of Jammu, Jammu 180001, India
| | - A Bhasin
- University of Jammu, Jammu 180001, India
| | - S Bhatta
- State University of New York, Stony Brook, New York 11794
| | - I G Bordyuzhin
- Alikhanov Institute for Theoretical and Experimental Physics NRC "Kurchatov Institute", Moscow 117218
| | | | - A V Brandin
- National Research Nuclear University MEPhI, Moscow 115409
| | - X Z Cai
- Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800
| | - H Caines
- Yale University, New Haven, Connecticut 06520
| | | | - D Cebra
- University of California, Davis, California 95616
| | - J Ceska
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - I Chakaberia
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - B K Chan
- University of California, Los Angeles, California 90095
| | - Z Chang
- Indiana University, Bloomington, Indiana 47408
| | - A Chatterjee
- National Institute of Technology Durgapur, Durgapur - 713209, India
| | - D Chen
- University of California, Riverside, California 92521
| | - J Chen
- Shandong University, Qingdao, Shandong 266237
| | - J H Chen
- Fudan University, Shanghai, 200433
| | - Z Chen
- Shandong University, Qingdao, Shandong 266237
| | - J Cheng
- Tsinghua University, Beijing 100084
| | - Y Cheng
- University of California, Los Angeles, California 90095
| | | | - W Christie
- Brookhaven National Laboratory, Upton, New York 11973
| | - X Chu
- Brookhaven National Laboratory, Upton, New York 11973
| | - H J Crawford
- University of California, Berkeley, California 94720
| | - G Dale-Gau
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - A Das
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - M Daugherity
- Abilene Christian University, Abilene, Texas 79699
| | - T G Dedovich
- Joint Institute for Nuclear Research, Dubna 141 980
| | - I M Deppner
- University of Heidelberg, Heidelberg 69120, Germany
| | - A A Derevschikov
- NRC "Kurchatov Institute", Institute of High Energy Physics, Protvino 142281
| | - A Dhamija
- Panjab University, Chandigarh 160014, India
| | - L Di Carlo
- Wayne State University, Detroit, Michigan 48201
| | - L Didenko
- Brookhaven National Laboratory, Upton, New York 11973
| | - P Dixit
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - X Dong
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | | | | | - J C Dunlop
- Brookhaven National Laboratory, Upton, New York 11973
| | - J Engelage
- University of California, Berkeley, California 94720
| | - G Eppley
- Rice University, Houston, Texas 77251
| | - S Esumi
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - O Evdokimov
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - A Ewigleben
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - O Eyser
- Brookhaven National Laboratory, Upton, New York 11973
| | - R Fatemi
- University of Kentucky, Lexington, Kentucky 40506-0055
| | - S Fazio
- University of Calabria & INFN-Cosenza, Rende 87036, Italy
| | - C J Feng
- National Cheng Kung University, Tainan 70101
| | - Y Feng
- Purdue University, West Lafayette, Indiana 47907
| | - E Finch
- Southern Connecticut State University, New Haven, Connecticut 06515
| | - Y Fisyak
- Brookhaven National Laboratory, Upton, New York 11973
| | - F A Flor
- Yale University, New Haven, Connecticut 06520
| | - C Fu
- Central China Normal University, Wuhan, Hubei 430079
| | - F Geurts
- Rice University, Houston, Texas 77251
| | - N Ghimire
- Temple University, Philadelphia, Pennsylvania 19122
| | - A Gibson
- Valparaiso University, Valparaiso, Indiana 46383
| | - K Gopal
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - X Gou
- Shandong University, Qingdao, Shandong 266237
| | - D Grosnick
- Valparaiso University, Valparaiso, Indiana 46383
| | - A Gupta
- University of Jammu, Jammu 180001, India
| | - A Hamed
- American University of Cairo, New Cairo 11835, New Cairo, Egypt
| | - Y Han
- Rice University, Houston, Texas 77251
| | - M D Harasty
- University of California, Davis, California 95616
| | - J W Harris
- Yale University, New Haven, Connecticut 06520
| | | | - W He
- Fudan University, Shanghai, 200433
| | - X H He
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y He
- Shandong University, Qingdao, Shandong 266237
| | - C Hu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Q Hu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Hu
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - H Huang
- National Cheng Kung University, Tainan 70101
| | - H Z Huang
- University of California, Los Angeles, California 90095
| | - S L Huang
- State University of New York, Stony Brook, New York 11794
| | - T Huang
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - X Huang
- Tsinghua University, Beijing 100084
| | - Y Huang
- Tsinghua University, Beijing 100084
| | - Y Huang
- Central China Normal University, Wuhan, Hubei 430079
| | - T J Humanic
- The Ohio State University, Columbus, Ohio 43210
| | - D Isenhower
- Abilene Christian University, Abilene, Texas 79699
| | - M Isshiki
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - W W Jacobs
- Indiana University, Bloomington, Indiana 47408
| | - A Jalotra
- University of Jammu, Jammu 180001, India
| | - C Jena
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - Y Ji
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - J Jia
- Brookhaven National Laboratory, Upton, New York 11973
- State University of New York, Stony Brook, New York 11794
| | - C Jin
- Rice University, Houston, Texas 77251
| | - X Ju
- University of Science and Technology of China, Hefei, Anhui 230026
| | - E G Judd
- University of California, Berkeley, California 94720
| | - S Kabana
- Instituto de Alta Investigación, Universidad de Tarapacá, Arica 1000000, Chile
| | - M L Kabir
- University of California, Riverside, California 92521
| | - D Kalinkin
- University of Kentucky, Lexington, Kentucky 40506-0055
| | - K Kang
- Tsinghua University, Beijing 100084
| | - D Kapukchyan
- University of California, Riverside, California 92521
| | - K Kauder
- Brookhaven National Laboratory, Upton, New York 11973
| | - H W Ke
- Brookhaven National Laboratory, Upton, New York 11973
| | - D Keane
- Kent State University, Kent, Ohio 44242
| | - A Kechechyan
- Joint Institute for Nuclear Research, Dubna 141 980
| | - M Kelsey
- Wayne State University, Detroit, Michigan 48201
| | - B Kimelman
- University of California, Davis, California 95616
| | - A Kiselev
- Brookhaven National Laboratory, Upton, New York 11973
| | - A G Knospe
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - H S Ko
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - L Kochenda
- National Research Nuclear University MEPhI, Moscow 115409
| | | | - P Kravtsov
- National Research Nuclear University MEPhI, Moscow 115409
| | - L Kumar
- Panjab University, Chandigarh 160014, India
| | - S Kumar
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | | | - R Lacey
- State University of New York, Stony Brook, New York 11794
| | - J M Landgraf
- Brookhaven National Laboratory, Upton, New York 11973
| | - A Lebedev
- Brookhaven National Laboratory, Upton, New York 11973
| | - R Lednicky
- Joint Institute for Nuclear Research, Dubna 141 980
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- Brookhaven National Laboratory, Upton, New York 11973
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- University of Heidelberg, Heidelberg 69120, Germany
| | - N Lewis
- Brookhaven National Laboratory, Upton, New York 11973
| | - C Li
- Shandong University, Qingdao, Shandong 266237
| | - W Li
- Rice University, Houston, Texas 77251
| | - X Li
- University of Science and Technology of China, Hefei, Anhui 230026
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- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Li
- Tsinghua University, Beijing 100084
| | - Z Li
- University of Science and Technology of China, Hefei, Anhui 230026
| | - X Liang
- University of California, Riverside, California 92521
| | - Y Liang
- Kent State University, Kent, Ohio 44242
| | - T Lin
- Shandong University, Qingdao, Shandong 266237
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- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - F Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - G Liu
- South China Normal University, Guangzhou, Guangdong 510631
| | - H Liu
- Indiana University, Bloomington, Indiana 47408
| | - H Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - L Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - T Liu
- Yale University, New Haven, Connecticut 06520
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- The Ohio State University, Columbus, Ohio 43210
| | - Y Liu
- Texas A&M University, College Station, Texas 77843
| | - Z Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - T Ljubicic
- Brookhaven National Laboratory, Upton, New York 11973
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- Wayne State University, Detroit, Michigan 48201
| | - O Lomicky
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - R S Longacre
- Brookhaven National Laboratory, Upton, New York 11973
| | - E M Loyd
- University of California, Riverside, California 92521
| | - T Lu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - N S Lukow
- Temple University, Philadelphia, Pennsylvania 19122
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- Central China Normal University, Wuhan, Hubei 430079
| | - V B Luong
- Joint Institute for Nuclear Research, Dubna 141 980
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- Fudan University, Shanghai, 200433
| | - R Ma
- Brookhaven National Laboratory, Upton, New York 11973
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- Fudan University, Shanghai, 200433
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- State University of New York, Stony Brook, New York 11794
| | - D Mallick
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | | | - H S Matis
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
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- Rutgers University, Piscataway, New Jersey 08854
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- Wayne State University, Detroit, Michigan 48201
| | - K Mi
- Central China Normal University, Wuhan, Hubei 430079
| | - N G Minaev
- NRC "Kurchatov Institute", Institute of High Energy Physics, Protvino 142281
| | - B Mohanty
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | - M M Mondal
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | - I Mooney
- Yale University, New Haven, Connecticut 06520
| | - D A Morozov
- NRC "Kurchatov Institute", Institute of High Energy Physics, Protvino 142281
| | - A Mudrokh
- Joint Institute for Nuclear Research, Dubna 141 980
| | - M I Nagy
- ELTE Eötvös Loránd University, Budapest, Hungary H-1117
| | - A S Nain
- Panjab University, Chandigarh 160014, India
| | - J D Nam
- Temple University, Philadelphia, Pennsylvania 19122
| | - Md Nasim
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - D Neff
- University of California, Los Angeles, California 90095
| | - J M Nelson
- University of California, Berkeley, California 94720
| | - D B Nemes
- Yale University, New Haven, Connecticut 06520
| | - M Nie
- Shandong University, Qingdao, Shandong 266237
| | - G Nigmatkulov
- National Research Nuclear University MEPhI, Moscow 115409
| | - T Niida
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - R Nishitani
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - L V Nogach
- NRC "Kurchatov Institute", Institute of High Energy Physics, Protvino 142281
| | - T Nonaka
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - G Odyniec
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - A Ogawa
- Brookhaven National Laboratory, Upton, New York 11973
| | - S Oh
- Sejong University, Seoul, 05006, South Korea
| | - V A Okorokov
- National Research Nuclear University MEPhI, Moscow 115409
| | - K Okubo
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - B S Page
- Brookhaven National Laboratory, Upton, New York 11973
| | - R Pak
- Brookhaven National Laboratory, Upton, New York 11973
| | - J Pan
- Texas A&M University, College Station, Texas 77843
| | - A Pandav
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | - A K Pandey
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | | | - T Pani
- Rutgers University, Piscataway, New Jersey 08854
| | - P Parfenov
- National Research Nuclear University MEPhI, Moscow 115409
| | - A Paul
- University of California, Riverside, California 92521
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- University of California, Berkeley, California 94720
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- Temple University, Philadelphia, Pennsylvania 19122
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- Temple University, Philadelphia, Pennsylvania 19122
| | - T Protzman
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - N K Pruthi
- Panjab University, Chandigarh 160014, India
| | - J Putschke
- Wayne State University, Detroit, Michigan 48201
| | - Z Qin
- Tsinghua University, Beijing 100084
| | - H Qiu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - A Quintero
- Temple University, Philadelphia, Pennsylvania 19122
| | - C Racz
- University of California, Riverside, California 92521
| | | | - N Raha
- Wayne State University, Detroit, Michigan 48201
| | - R L Ray
- University of Texas, Austin, Texas 78712
| | - H G Ritter
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | | | | | | | - D Roy
- Rutgers University, Piscataway, New Jersey 08854
| | - L Ruan
- Brookhaven National Laboratory, Upton, New York 11973
| | - A K Sahoo
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - N R Sahoo
- Shandong University, Qingdao, Shandong 266237
| | - H Sako
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - S Salur
- Rutgers University, Piscataway, New Jersey 08854
| | - E Samigullin
- Alikhanov Institute for Theoretical and Experimental Physics NRC "Kurchatov Institute", Moscow 117218
| | - S Sato
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - W B Schmidke
- Brookhaven National Laboratory, Upton, New York 11973
| | - N Schmitz
- Max-Planck-Institut für Physik, Munich 80805, Germany
| | - J Seger
- Creighton University, Omaha, Nebraska 68178
| | - R Seto
- University of California, Riverside, California 92521
| | - P Seyboth
- Max-Planck-Institut für Physik, Munich 80805, Germany
| | - N Shah
- Indian Institute Technology, Patna, Bihar 801106, India
| | - E Shahaliev
- Joint Institute for Nuclear Research, Dubna 141 980
| | | | - T Shao
- Fudan University, Shanghai, 200433
| | - M Sharma
- University of Jammu, Jammu 180001, India
| | - N Sharma
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - R Sharma
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - S R Sharma
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | | | - D Y Shen
- Fudan University, Shanghai, 200433
| | - K Shen
- University of Science and Technology of China, Hefei, Anhui 230026
| | - S S Shi
- Central China Normal University, Wuhan, Hubei 430079
| | - Y Shi
- Shandong University, Qingdao, Shandong 266237
| | - Q Y Shou
- Fudan University, Shanghai, 200433
| | - F Si
- University of Science and Technology of China, Hefei, Anhui 230026
| | - J Singh
- Panjab University, Chandigarh 160014, India
| | - S Singha
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - P Sinha
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - M J Skoby
- Ball State University, Muncie, Indiana, 47306
- Purdue University, West Lafayette, Indiana 47907
| | - Y Söhngen
- University of Heidelberg, Heidelberg 69120, Germany
| | - Y Song
- Yale University, New Haven, Connecticut 06520
| | - B Srivastava
- Purdue University, West Lafayette, Indiana 47907
| | | | - D J Stewart
- Wayne State University, Detroit, Michigan 48201
| | - M Strikhanov
- National Research Nuclear University MEPhI, Moscow 115409
| | | | - Y Su
- University of Science and Technology of China, Hefei, Anhui 230026
| | - C Sun
- State University of New York, Stony Brook, New York 11794
| | - X Sun
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Sun
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Sun
- Huzhou University, Huzhou, Zhejiang 313000
| | - B Surrow
- Temple University, Philadelphia, Pennsylvania 19122
| | - D N Svirida
- Alikhanov Institute for Theoretical and Experimental Physics NRC "Kurchatov Institute", Moscow 117218
| | - Z W Sweger
- University of California, Davis, California 95616
| | - A Tamis
- Yale University, New Haven, Connecticut 06520
| | - A H Tang
- Brookhaven National Laboratory, Upton, New York 11973
| | - Z Tang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - A Taranenko
- National Research Nuclear University MEPhI, Moscow 115409
| | - T Tarnowsky
- Michigan State University, East Lansing, Michigan 48824
| | - J H Thomas
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - D Tlusty
- Creighton University, Omaha, Nebraska 68178
| | - T Todoroki
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - M V Tokarev
- Joint Institute for Nuclear Research, Dubna 141 980
| | - C A Tomkiel
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - S Trentalange
- University of California, Los Angeles, California 90095
| | - R E Tribble
- Texas A&M University, College Station, Texas 77843
| | - P Tribedy
- Brookhaven National Laboratory, Upton, New York 11973
| | - O D Tsai
- Brookhaven National Laboratory, Upton, New York 11973
- University of California, Los Angeles, California 90095
| | - C Y Tsang
- Brookhaven National Laboratory, Upton, New York 11973
- Kent State University, Kent, Ohio 44242
| | - Z Tu
- Brookhaven National Laboratory, Upton, New York 11973
| | - T Ullrich
- Brookhaven National Laboratory, Upton, New York 11973
| | - D G Underwood
- Argonne National Laboratory, Argonne, Illinois 60439
- Valparaiso University, Valparaiso, Indiana 46383
| | - I Upsal
- Rice University, Houston, Texas 77251
| | - G Van Buren
- Brookhaven National Laboratory, Upton, New York 11973
| | - A N Vasiliev
- National Research Nuclear University MEPhI, Moscow 115409
- NRC "Kurchatov Institute", Institute of High Energy Physics, Protvino 142281
| | - V Verkest
- Wayne State University, Detroit, Michigan 48201
| | - F Videbæk
- Brookhaven National Laboratory, Upton, New York 11973
| | - S Vokal
- Joint Institute for Nuclear Research, Dubna 141 980
| | | | - F Wang
- Purdue University, West Lafayette, Indiana 47907
| | - G Wang
- University of California, Los Angeles, California 90095
| | - J S Wang
- Huzhou University, Huzhou, Zhejiang 313000
| | - X Wang
- Shandong University, Qingdao, Shandong 266237
| | - Y Wang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Wang
- Central China Normal University, Wuhan, Hubei 430079
| | - Y Wang
- Tsinghua University, Beijing 100084
| | - Z Wang
- Shandong University, Qingdao, Shandong 266237
| | - J C Webb
- Brookhaven National Laboratory, Upton, New York 11973
| | | | - G D Westfall
- Michigan State University, East Lansing, Michigan 48824
| | - H Wieman
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - G Wilks
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - S W Wissink
- Indiana University, Bloomington, Indiana 47408
| | - J Wu
- Central China Normal University, Wuhan, Hubei 430079
| | - J Wu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - X Wu
- University of California, Los Angeles, California 90095
| | - Y Wu
- University of California, Riverside, California 92521
| | - B Xi
- Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800
| | - Z G Xiao
- Tsinghua University, Beijing 100084
| | - G Xie
- University of Chinese Academy of Sciences, Beijing, 101408
| | - W Xie
- Purdue University, West Lafayette, Indiana 47907
| | - H Xu
- Huzhou University, Huzhou, Zhejiang 313000
| | - N Xu
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - Q H Xu
- Shandong University, Qingdao, Shandong 266237
| | - Y Xu
- Shandong University, Qingdao, Shandong 266237
| | - Y Xu
- Central China Normal University, Wuhan, Hubei 430079
| | - Z Xu
- Brookhaven National Laboratory, Upton, New York 11973
| | - Z Xu
- University of California, Los Angeles, California 90095
| | - G Yan
- Shandong University, Qingdao, Shandong 266237
| | - Z Yan
- State University of New York, Stony Brook, New York 11794
| | - C Yang
- Shandong University, Qingdao, Shandong 266237
| | - Q Yang
- Shandong University, Qingdao, Shandong 266237
| | - S Yang
- South China Normal University, Guangzhou, Guangdong 510631
| | - Y Yang
- National Cheng Kung University, Tainan 70101
| | - Z Ye
- Rice University, Houston, Texas 77251
| | - Z Ye
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - L Yi
- Shandong University, Qingdao, Shandong 266237
| | - K Yip
- Brookhaven National Laboratory, Upton, New York 11973
| | - Y Yu
- Shandong University, Qingdao, Shandong 266237
| | - W Zha
- University of Science and Technology of China, Hefei, Anhui 230026
| | - C Zhang
- State University of New York, Stony Brook, New York 11794
| | - D Zhang
- Central China Normal University, Wuhan, Hubei 430079
| | - J Zhang
- Shandong University, Qingdao, Shandong 266237
| | - S Zhang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - W Zhang
- South China Normal University, Guangzhou, Guangdong 510631
| | - X Zhang
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Zhang
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Zhang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Zhang
- Central China Normal University, Wuhan, Hubei 430079
| | - Z J Zhang
- National Cheng Kung University, Tainan 70101
| | - Z Zhang
- Brookhaven National Laboratory, Upton, New York 11973
| | - Z Zhang
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - F Zhao
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - J Zhao
- Fudan University, Shanghai, 200433
| | - M Zhao
- Brookhaven National Laboratory, Upton, New York 11973
| | - C Zhou
- Fudan University, Shanghai, 200433
| | - J Zhou
- University of Science and Technology of China, Hefei, Anhui 230026
| | - S Zhou
- Central China Normal University, Wuhan, Hubei 430079
| | - Y Zhou
- Central China Normal University, Wuhan, Hubei 430079
| | - X Zhu
- Tsinghua University, Beijing 100084
| | - M Zurek
- Argonne National Laboratory, Argonne, Illinois 60439
- Brookhaven National Laboratory, Upton, New York 11973
| | - M Zyzak
- Frankfurt Institute for Advanced Studies FIAS, Frankfurt 60438, Germany
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48
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Wang C, Western D, Yang C, Ali M, Wang L, Gorijala P, Timsina J, Ruiz A, Pastor P, Fernandez M, Panyard D, Engelman C, Deming Y, Boada M, Cano A, García-González P, Graff-Radford N, Mori H, Lee JH, Perrin R, Sung YJ, Cruchaga C. Unique genetic architecture of CSF and brain metabolites pinpoints the novel targets for the traits of human wellness. Res Sq 2023:rs.3.rs-2923409. [PMID: 37333177 PMCID: PMC10274943 DOI: 10.21203/rs.3.rs-2923409/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/20/2023]
Abstract
Brain metabolism perturbation can contribute to traits and diseases. We conducted the first large-scale CSF and brain genome-wide association studies, which identified 219 independent associations (59.8% novel) for 144 CSF metabolites and 36 independent associations (55.6% novel) for 34 brain metabolites. Most of the novel signals (97.7% and 70.0% in CSF and brain) were tissue specific. We also integrated MWAS-FUSION approaches with Mendelian Randomization and colocalization to identify causal metabolites for 27 brain and human wellness phenotypes and identified eight metabolites to be causal for eight traits (11 relationships). Low mannose level was causal to bipolar disorder and as dietary supplement it may provide therapeutic benefits. Low galactosylglycerol level was found causal to Parkinson's Disease (PD). Our study expanded the knowledge of MQTL in central nervous system, provided insights into human wellness, and successfully demonstrates the utility of combined statistical approaches to inform interventions.
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Affiliation(s)
| | - Dan Western
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | | | | | - Lihua Wang
- Washington University School of Medicine
| | | | | | | | - Pau Pastor
- University Hospital Germans Trias i Pujol
| | | | | | | | | | - Merce Boada
- Research Center and Memory Clinic of Fundació ACE, Institut Català de Neurociències Aplicades-UIC, Barcelona
| | - Amanda Cano
- Research Center and Memory Clinic, ACE Alzheimer Center Barcelona. Universitat Internacional de Catalunya, Spain
| | | | | | - Hiroshi Mori
- Department of Clinical Neuroscience, Faculty of medicine
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Horie K, Li Y, Barthélemy NR, Gordon BA, Hassenstab J, Benzinger TL, Fagan AM, Morris JC, Karch CM, Xiong C, Allegri R, Mendez PC, Ikeuchi T, Kasuga K, Noble J, Farlow M, Chhatwal J, Day GS, Schofield PR, Masters CL, Levin J, Jucker M, Lee JH, Hoon Roh J, Sato C, Sachdev P, Koyama A, Reyderman L, Bateman RJ, McDade E. Change in Cerebrospinal Fluid Tau Microtubule Binding Region Detects Symptom Onset, Cognitive Decline, Tangles, and Atrophy in Dominantly Inherited Alzheimer's Disease. Ann Neurol 2023; 93:1158-1172. [PMID: 36843330 PMCID: PMC10238659 DOI: 10.1002/ana.26620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Revised: 02/14/2023] [Accepted: 02/16/2023] [Indexed: 02/28/2023]
Abstract
OBJECTIVE Identifying cerebrospinal fluid measures of the microtubule binding region of tau (MTBR-tau) species that reflect tau aggregation could provide fluid biomarkers that track Alzheimer's disease related neurofibrillary tau pathological changes. We examined the cerebrospinal fluid (CSF) MTBR-tau species in dominantly inherited Alzheimer's disease (DIAD) mutation carriers to assess the association with Alzheimer's disease (AD) biomarkers and clinical symptoms. METHODS Cross-sectional and longitudinal CSF from 229 DIAD mutation carriers and 130 mutation non-carriers had sequential characterization of N-terminal/mid-domain phosphorylated tau (p-tau) followed by MTBR-tau species and tau positron emission tomography (tau PET), other soluble tau and amyloid biomarkers, comprehensive clinical and cognitive assessments, and brain magnetic resonance imaging of atrophy. RESULTS CSF MTBR-tau species located within the putative "border" region and one species corresponding to the "core" region of aggregates in neurofibrillary tangles (NFTs) increased during the presymptomatic stage and decreased during the symptomatic stage. The "border" MTBR-tau species were associated with amyloid pathology and CSF p-tau; whereas the "core" MTBR-tau species were associated stronger with tau PET and CSF measures of neurodegeneration. The ratio of the border to the core species provided a continuous measure of increasing amounts that tracked clinical progression and NFTs. INTERPRETATION Changes in CSF soluble MTBR-tau species preceded the onset of dementia, tau tangle increase, and atrophy in DIAD. The ratio of 4R-specific MTBR-tau (border) to the NFT (core) MTBR-tau species corresponds to the pathology of NFTs in DIAD and change with disease progression. The dynamics between different MTBR-tau species in the CSF may serve as a marker of tau-related disease progression and target engagement of anti-tau therapeutics. ANN NEUROL 2023;93:1158-1172.
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Affiliation(s)
- Kanta Horie
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, 63110, USA
- Eisai Inc., Nutley, NJ, 07110, USA
- The Tracy Family SILQ Center, Washington University School of Medicine, Saint Louis, MO, 63110, USA
| | - Yan Li
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, 63110, USA
| | - Nicolas R. Barthélemy
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, 63110, USA
- The Tracy Family SILQ Center, Washington University School of Medicine, Saint Louis, MO, 63110, USA
| | - Brian A. Gordon
- Department of Radiology, Washington University School of Medicine, Saint Louis, MO, 63110, USA
| | - Jason Hassenstab
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, 63110, USA
| | - Tammie. L.S. Benzinger
- Department of Radiology, Washington University School of Medicine, Saint Louis, MO, 63110, USA
| | - Anne M. Fagan
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, 63110, USA
| | - John C. Morris
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, 63110, USA
| | - Celeste M. Karch
- Department of Psychiatry, Washington University School of Medicine, Saint Louis, MO, 63110, USA
| | - Chengjie Xiong
- Division of Biostatistics, Washington University School of Medicine, Saint Louis, MO, 63110, USA
| | - Ricardo Allegri
- Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina
| | - Patricio Chrem Mendez
- Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina
| | | | | | - James Noble
- Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, G.H. Sergievsky Center, Department of Neurology, Columbia University Irving Medical Center, New York, NY 10032 USA
| | - Martin Farlow
- Department of Neurology, Indiana University, Indianapolis, IN 46202, USA
| | - Jasmeer Chhatwal
- Massachusetts General Hospital, Harvard Medical School Boston, MA 02114, USA
| | - Gregory S. Day
- Department of Neurology, Mayo Clinic in Florida, Jacksonville, FL 32224, USA
| | - Peter R. Schofield
- Neuroscience Research Australia, Sydney, 2031 NSW, Australia
- School of Biomedical Sciences, University of New South Wales, Sydney, 2052 NSW, Australia
| | - Colin L. Masters
- The Florey Institute and the University of Melbourne, Parkville, Victoria 3010, Australia
| | - Johannes Levin
- German Center for Neurodegenerative Diseases (DZNE) Munich, Marchioninistr 15, D-83177 Munchen, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
- Department of Neurology, Ludwig-Maximilians Universität München, Marchioninistr 15, 83177 Munich, Germany
| | - Mathias Jucker
- German Center for Neurodegenerative Diseases (DZNE) Tübingen; and Hertie-Institute for Clinical Brain Research, University of Tübingen, D-72076 Tübingen, Germany
| | - Jae-Hong Lee
- Department of Neurology, Asan Medical Center, Seoul 05505, Korea
| | - Jee Hoon Roh
- Departments of Biomedical Sciences, Physiology, and Neurology, Korea University College of Medicine, Seoul 02841, Korea
| | - Chihiro Sato
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, 63110, USA
- The Tracy Family SILQ Center, Washington University School of Medicine, Saint Louis, MO, 63110, USA
| | | | | | | | - Randall J. Bateman
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, 63110, USA
- The Tracy Family SILQ Center, Washington University School of Medicine, Saint Louis, MO, 63110, USA
| | - Eric McDade
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, 63110, USA
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Aboona BE, Adam J, Adams JR, Agakishiev G, Aggarwal I, Aggarwal MM, Ahammed Z, Aitbaev A, Alekseev I, Anderson DM, Aparin A, Atchison J, Averichev GS, Bairathi V, Baker W, Ball Cap JG, Barish K, Bhagat P, Bhasin A, Bhatta S, Bordyuzhin IG, Brandenburg JD, Brandin AV, Cai XZ, Caines H, Calderón de la Barca Sánchez M, Cebra D, Ceska J, Chakaberia I, Chan BK, Chang Z, Chen D, Chen J, Chen JH, Chen Z, Cheng J, Cheng Y, Choudhury S, Christie W, Chu X, Crawford HJ, Dale-Gau G, Das A, Daugherity M, Dedovich TG, Deppner IM, Derevschikov AA, Dhamija A, Di Carlo L, Didenko L, Dixit P, Dong X, Drachenberg JL, Duckworth E, Dunlop JC, Engelage J, Eppley G, Esumi S, Evdokimov O, Ewigleben A, Eyser O, Fatemi R, Fazio S, Feng CJ, Feng Y, Finch E, Fisyak Y, Flor FA, Fu C, Geurts F, Ghimire N, Gibson A, Gopal K, Gou X, Grosnick D, Gupta A, Hamed A, Han Y, Harasty MD, Harris JW, Harrison H, He W, He XH, He Y, Hu C, Hu Q, Hu Y, Huang H, Huang HZ, Huang SL, Huang T, Huang X, Huang Y, Huang Y, Humanic TJ, Isenhower D, Isshiki M, Jacobs WW, Jalotra A, Jena C, Ji Y, Jia J, Jin C, Ju X, Judd EG, Kabana S, Kabir ML, Kalinkin D, Kang K, Kapukchyan D, Kauder K, Ke HW, Keane D, Kechechyan A, Kelsey M, Kimelman B, Kiselev A, Knospe AG, Ko HS, Kochenda L, Korobitsin AA, Kravtsov P, Kumar L, Kumar S, Kunnawalkam Elayavalli R, Lacey R, Landgraf JM, Lebedev A, Lednicky R, Lee JH, Leung YH, Lewis N, Li C, Li C, Li W, Li X, Li Y, Li Y, Li Z, Liang X, Liang Y, Lin T, Liu C, Liu F, Liu H, Liu H, Liu L, Liu T, Liu X, Liu Y, Liu Z, Ljubicic T, Llope WJ, Lomicky O, Longacre RS, Loyd E, Lu T, Lukow NS, Luo XF, Luong VB, Ma L, Ma R, Ma YG, Magdy N, Mallick D, Margetis S, Matis HS, Mazer JA, McNamara G, Mi K, Minaev NG, Mohanty B, Mooney I, Morozov DA, Mudrokh A, Nagy MI, Nain AS, Nam JD, Nasim M, Neff D, Nelson JM, Nemes DB, Nie M, Nigmatkulov G, Niida T, Nishitani R, Nogach LV, Nonaka T, Nunes AS, Odyniec G, Ogawa A, Oh S, Okorokov VA, Okubo K, Page BS, Pak R, Pan J, Pandav A, Pandey AK, Panebratsev Y, Pani T, Parfenov P, Paul A, Perkins C, Pokhrel BR, Posik M, Protzman T, Pruthi NK, Putschke J, Qin Z, Qiu H, Quintero A, Racz C, Radhakrishnan SK, Raha N, Ray RL, Ritter HG, Robertson CW, Rogachevsky OV, Rosales Aguilar MA, Roy D, Ruan L, Sahoo AK, Sahoo NR, Sako H, Salur S, Samigullin E, Sato S, Schmidke WB, Schmitz N, Seger J, Seto R, Seyboth P, Shah N, Shahaliev E, Shanmuganathan PV, Shao M, Shao T, Sharma M, Sharma N, Sharma R, Sharma SR, Sheikh AI, Shen DY, Shen K, Shi SS, Shi Y, Shou QY, Si F, Singh J, Singha S, Sinha P, Skoby MJ, Söhngen Y, Song Y, Srivastava B, Stanislaus TDS, Stewart DJ, Strikhanov M, Stringfellow B, Su Y, Sun C, Sun X, Sun Y, Sun Y, Surrow B, Svirida DN, Sweger ZW, Tamis A, Tang AH, Tang Z, Taranenko A, Tarnowsky T, Thomas JH, Tlusty D, Todoroki T, Tokarev MV, Tomkiel CA, Trentalange S, Tribble RE, Tribedy P, Tsai OD, Tsang CY, Tu Z, Ullrich T, Underwood DG, Upsal I, Van Buren G, Vasiliev AN, Verkest V, Videbæk F, Vokal S, Voloshin SA, Wang F, Wang G, Wang JS, Wang X, Wang Y, Wang Y, Wang Y, Wang Z, Webb JC, Weidenkaff PC, Westfall GD, Wieman H, Wilks G, Wissink SW, Wu J, Wu J, Wu X, Wu Y, Xi B, Xiao ZG, Xie W, Xu H, Xu N, Xu QH, Xu Y, Xu Y, Xu Z, Xu Z, Yan G, Yan Z, Yang C, Yang Q, Yang S, Yang Y, Ye Z, Ye Z, Yi L, Yip K, Yu Y, Zha W, Zhang C, Zhang D, Zhang J, Zhang S, Zhang X, Zhang Y, Zhang Y, Zhang Y, Zhang ZJ, Zhang Z, Zhang Z, Zhao F, Zhao J, Zhao M, Zhou C, Zhou J, Zhou S, Zhou Y, Zhu X, Zurek M, Zyzak M. Observation of Directed Flow of Hypernuclei _{Λ}^{3}H and _{Λ}^{4}H in sqrt[s_{NN}]=3 GeV Au+Au Collisions at RHIC. Phys Rev Lett 2023; 130:212301. [PMID: 37295104 DOI: 10.1103/physrevlett.130.212301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 01/24/2023] [Accepted: 03/02/2023] [Indexed: 06/12/2023]
Abstract
We report here the first observation of directed flow (v_{1}) of the hypernuclei _{Λ}^{3}H and _{Λ}^{4}H in mid-central Au+Au collisions at sqrt[s_{NN}]=3 GeV at RHIC. These data are taken as part of the beam energy scan program carried out by the STAR experiment. From 165×10^{6} events in 5%-40% centrality, about 8400 _{Λ}^{3}H and 5200 _{Λ}^{4}H candidates are reconstructed through two- and three-body decay channels. We observe that these hypernuclei exhibit significant directed flow. Comparing to that of light nuclei, it is found that the midrapidity v_{1} slopes of _{Λ}^{3}H and _{Λ}^{4}H follow baryon number scaling, implying that the coalescence is the dominant mechanism for these hypernuclei production in the 3 GeV Au+Au collisions.
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Affiliation(s)
- B E Aboona
- Texas A&M University, College Station, Texas 77843
| | - J Adam
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - J R Adams
- Ohio State University, Columbus, Ohio 43210
| | - G Agakishiev
- Joint Institute for Nuclear Research, Dubna 141 980
| | - I Aggarwal
- Panjab University, Chandigarh 160014, India
| | | | - Z Ahammed
- Variable Energy Cyclotron Centre, Kolkata 700064, India
| | - A Aitbaev
- Joint Institute for Nuclear Research, Dubna 141 980
| | - I Alekseev
- Alikhanov Institute for Theoretical and Experimental Physics NRC "Kurchatov Institute," Moscow 117218
- National Research Nuclear University MEPhI, Moscow 115409
| | - D M Anderson
- Texas A&M University, College Station, Texas 77843
| | - A Aparin
- Joint Institute for Nuclear Research, Dubna 141 980
| | - J Atchison
- Abilene Christian University, Abilene, Texas 79699
| | | | - V Bairathi
- Instituto de Alta Investigación, Universidad de Tarapacá, Arica 1000000, Chile
| | - W Baker
- University of California, Riverside, California 92521
| | | | - K Barish
- University of California, Riverside, California 92521
| | - P Bhagat
- University of Jammu, Jammu 180001, India
| | - A Bhasin
- University of Jammu, Jammu 180001, India
| | - S Bhatta
- State University of New York, Stony Brook, New York 11794
| | - I G Bordyuzhin
- Alikhanov Institute for Theoretical and Experimental Physics NRC "Kurchatov Institute," Moscow 117218
| | | | - A V Brandin
- National Research Nuclear University MEPhI, Moscow 115409
| | - X Z Cai
- Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800
| | - H Caines
- Yale University, New Haven, Connecticut 06520
| | | | - D Cebra
- University of California, Davis, California 95616
| | - J Ceska
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - I Chakaberia
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - B K Chan
- University of California, Los Angeles, California 90095
| | - Z Chang
- Indiana University, Bloomington, Indiana 47408
| | - D Chen
- University of California, Riverside, California 92521
| | - J Chen
- Shandong University, Qingdao, Shandong 266237
| | - J H Chen
- Fudan University, Shanghai, 200433
| | - Z Chen
- Shandong University, Qingdao, Shandong 266237
| | - J Cheng
- Tsinghua University, Beijing 100084
| | - Y Cheng
- University of California, Los Angeles, California 90095
| | | | - W Christie
- Brookhaven National Laboratory, Upton, New York 11973
| | - X Chu
- Brookhaven National Laboratory, Upton, New York 11973
| | - H J Crawford
- University of California, Berkeley, California 94720
| | - G Dale-Gau
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - A Das
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - M Daugherity
- Abilene Christian University, Abilene, Texas 79699
| | - T G Dedovich
- Joint Institute for Nuclear Research, Dubna 141 980
| | - I M Deppner
- University of Heidelberg, Heidelberg 69120, Germany
| | - A A Derevschikov
- NRC "Kurchatov Institute," Institute of High Energy Physics, Protvino 142281
| | - A Dhamija
- Panjab University, Chandigarh 160014, India
| | - L Di Carlo
- Wayne State University, Detroit, Michigan 48201
| | - L Didenko
- Brookhaven National Laboratory, Upton, New York 11973
| | - P Dixit
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - X Dong
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | | | | | - J C Dunlop
- Brookhaven National Laboratory, Upton, New York 11973
| | - J Engelage
- University of California, Berkeley, California 94720
| | - G Eppley
- Rice University, Houston, Texas 77251
| | - S Esumi
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - O Evdokimov
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - A Ewigleben
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - O Eyser
- Brookhaven National Laboratory, Upton, New York 11973
| | - R Fatemi
- University of Kentucky, Lexington, Kentucky 40506-0055
| | - S Fazio
- University of Calabria & INFN-Cosenza, Italy
| | - C J Feng
- National Cheng Kung University, Tainan 70101
| | - Y Feng
- Purdue University, West Lafayette, Indiana 47907
| | - E Finch
- Southern Connecticut State University, New Haven, Connecticut 06515
| | - Y Fisyak
- Brookhaven National Laboratory, Upton, New York 11973
| | - F A Flor
- Yale University, New Haven, Connecticut 06520
| | - C Fu
- Central China Normal University, Wuhan, Hubei 430079
| | - F Geurts
- Rice University, Houston, Texas 77251
| | - N Ghimire
- Temple University, Philadelphia, Pennsylvania 19122
| | - A Gibson
- Valparaiso University, Valparaiso, Indiana 46383
| | - K Gopal
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - X Gou
- Shandong University, Qingdao, Shandong 266237
| | - D Grosnick
- Valparaiso University, Valparaiso, Indiana 46383
| | - A Gupta
- University of Jammu, Jammu 180001, India
| | - A Hamed
- American University of Cairo, New Cairo 11835, New Cairo, Egypt
| | - Y Han
- Rice University, Houston, Texas 77251
| | - M D Harasty
- University of California, Davis, California 95616
| | - J W Harris
- Yale University, New Haven, Connecticut 06520
| | - H Harrison
- University of Kentucky, Lexington, Kentucky 40506-0055
| | - W He
- Fudan University, Shanghai, 200433
| | - X H He
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y He
- Shandong University, Qingdao, Shandong 266237
| | - C Hu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Q Hu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Hu
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - H Huang
- National Cheng Kung University, Tainan 70101
| | - H Z Huang
- University of California, Los Angeles, California 90095
| | - S L Huang
- State University of New York, Stony Brook, New York 11794
| | - T Huang
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - X Huang
- Tsinghua University, Beijing 100084
| | - Y Huang
- Tsinghua University, Beijing 100084
| | - Y Huang
- Central China Normal University, Wuhan, Hubei 430079
| | | | - D Isenhower
- Abilene Christian University, Abilene, Texas 79699
| | - M Isshiki
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - W W Jacobs
- Indiana University, Bloomington, Indiana 47408
| | - A Jalotra
- University of Jammu, Jammu 180001, India
| | - C Jena
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - Y Ji
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - J Jia
- Brookhaven National Laboratory, Upton, New York 11973
- State University of New York, Stony Brook, New York 11794
| | - C Jin
- Rice University, Houston, Texas 77251
| | - X Ju
- University of Science and Technology of China, Hefei, Anhui 230026
| | - E G Judd
- University of California, Berkeley, California 94720
| | - S Kabana
- Instituto de Alta Investigación, Universidad de Tarapacá, Arica 1000000, Chile
| | - M L Kabir
- University of California, Riverside, California 92521
| | - D Kalinkin
- Brookhaven National Laboratory, Upton, New York 11973
- University of Kentucky, Lexington, Kentucky 40506-0055
| | - K Kang
- Tsinghua University, Beijing 100084
| | - D Kapukchyan
- University of California, Riverside, California 92521
| | - K Kauder
- Brookhaven National Laboratory, Upton, New York 11973
| | - H W Ke
- Brookhaven National Laboratory, Upton, New York 11973
| | - D Keane
- Kent State University, Kent, Ohio 44242
| | - A Kechechyan
- Joint Institute for Nuclear Research, Dubna 141 980
| | - M Kelsey
- Wayne State University, Detroit, Michigan 48201
| | - B Kimelman
- University of California, Davis, California 95616
| | - A Kiselev
- Brookhaven National Laboratory, Upton, New York 11973
| | - A G Knospe
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - H S Ko
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - L Kochenda
- National Research Nuclear University MEPhI, Moscow 115409
| | | | - P Kravtsov
- National Research Nuclear University MEPhI, Moscow 115409
| | - L Kumar
- Panjab University, Chandigarh 160014, India
| | - S Kumar
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | | | - R Lacey
- State University of New York, Stony Brook, New York 11794
| | - J M Landgraf
- Brookhaven National Laboratory, Upton, New York 11973
| | - A Lebedev
- Brookhaven National Laboratory, Upton, New York 11973
| | - R Lednicky
- Joint Institute for Nuclear Research, Dubna 141 980
| | - J H Lee
- Brookhaven National Laboratory, Upton, New York 11973
| | - Y H Leung
- University of Heidelberg, Heidelberg 69120, Germany
| | - N Lewis
- Brookhaven National Laboratory, Upton, New York 11973
| | - C Li
- Shandong University, Qingdao, Shandong 266237
| | - C Li
- University of Science and Technology of China, Hefei, Anhui 230026
| | - W Li
- Rice University, Houston, Texas 77251
| | - X Li
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Li
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Li
- Tsinghua University, Beijing 100084
| | - Z Li
- University of Science and Technology of China, Hefei, Anhui 230026
| | - X Liang
- University of California, Riverside, California 92521
| | - Y Liang
- Kent State University, Kent, Ohio 44242
| | - T Lin
- Shandong University, Qingdao, Shandong 266237
| | - C Liu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - F Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - H Liu
- Indiana University, Bloomington, Indiana 47408
| | - H Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - L Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - T Liu
- Yale University, New Haven, Connecticut 06520
| | - X Liu
- Ohio State University, Columbus, Ohio 43210
| | - Y Liu
- Texas A&M University, College Station, Texas 77843
| | - Z Liu
- Central China Normal University, Wuhan, Hubei 430079
| | - T Ljubicic
- Brookhaven National Laboratory, Upton, New York 11973
| | - W J Llope
- Wayne State University, Detroit, Michigan 48201
| | - O Lomicky
- Czech Technical University in Prague, FNSPE, Prague 115 19, Czech Republic
| | - R S Longacre
- Brookhaven National Laboratory, Upton, New York 11973
| | - E Loyd
- University of California, Riverside, California 92521
| | - T Lu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - N S Lukow
- Temple University, Philadelphia, Pennsylvania 19122
| | - X F Luo
- Central China Normal University, Wuhan, Hubei 430079
| | - V B Luong
- Joint Institute for Nuclear Research, Dubna 141 980
| | - L Ma
- Fudan University, Shanghai, 200433
| | - R Ma
- Brookhaven National Laboratory, Upton, New York 11973
| | - Y G Ma
- Fudan University, Shanghai, 200433
| | - N Magdy
- State University of New York, Stony Brook, New York 11794
| | - D Mallick
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | | | - H S Matis
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - J A Mazer
- Rutgers University, Piscataway, New Jersey 08854
| | - G McNamara
- Wayne State University, Detroit, Michigan 48201
| | - K Mi
- Central China Normal University, Wuhan, Hubei 430079
| | - N G Minaev
- NRC "Kurchatov Institute," Institute of High Energy Physics, Protvino 142281
| | - B Mohanty
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | - I Mooney
- Yale University, New Haven, Connecticut 06520
| | - D A Morozov
- NRC "Kurchatov Institute," Institute of High Energy Physics, Protvino 142281
| | - A Mudrokh
- Joint Institute for Nuclear Research, Dubna 141 980
| | - M I Nagy
- ELTE Eötvös Loránd University, Budapest, Hungary H-1117
| | - A S Nain
- Panjab University, Chandigarh 160014, India
| | - J D Nam
- Temple University, Philadelphia, Pennsylvania 19122
| | - Md Nasim
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - D Neff
- University of California, Los Angeles, California 90095
| | - J M Nelson
- University of California, Berkeley, California 94720
| | - D B Nemes
- Yale University, New Haven, Connecticut 06520
| | - M Nie
- Shandong University, Qingdao, Shandong 266237
| | - G Nigmatkulov
- National Research Nuclear University MEPhI, Moscow 115409
| | - T Niida
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - R Nishitani
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - L V Nogach
- NRC "Kurchatov Institute," Institute of High Energy Physics, Protvino 142281
| | - T Nonaka
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - A S Nunes
- Brookhaven National Laboratory, Upton, New York 11973
| | - G Odyniec
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - A Ogawa
- Brookhaven National Laboratory, Upton, New York 11973
| | - S Oh
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - V A Okorokov
- National Research Nuclear University MEPhI, Moscow 115409
| | - K Okubo
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - B S Page
- Brookhaven National Laboratory, Upton, New York 11973
| | - R Pak
- Brookhaven National Laboratory, Upton, New York 11973
| | - J Pan
- Texas A&M University, College Station, Texas 77843
| | - A Pandav
- National Institute of Science Education and Research, HBNI, Jatni 752050, India
| | - A K Pandey
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | | | - T Pani
- Rutgers University, Piscataway, New Jersey 08854
| | - P Parfenov
- National Research Nuclear University MEPhI, Moscow 115409
| | - A Paul
- University of California, Riverside, California 92521
| | - C Perkins
- University of California, Berkeley, California 94720
| | - B R Pokhrel
- Temple University, Philadelphia, Pennsylvania 19122
| | - M Posik
- Temple University, Philadelphia, Pennsylvania 19122
| | - T Protzman
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - N K Pruthi
- Panjab University, Chandigarh 160014, India
| | - J Putschke
- Wayne State University, Detroit, Michigan 48201
| | - Z Qin
- Tsinghua University, Beijing 100084
| | - H Qiu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - A Quintero
- Temple University, Philadelphia, Pennsylvania 19122
| | - C Racz
- University of California, Riverside, California 92521
| | | | - N Raha
- Wayne State University, Detroit, Michigan 48201
| | - R L Ray
- University of Texas, Austin, Texas 78712
| | - H G Ritter
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | | | | | | | - D Roy
- Rutgers University, Piscataway, New Jersey 08854
| | - L Ruan
- Brookhaven National Laboratory, Upton, New York 11973
| | - A K Sahoo
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - N R Sahoo
- Shandong University, Qingdao, Shandong 266237
| | - H Sako
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - S Salur
- Rutgers University, Piscataway, New Jersey 08854
| | - E Samigullin
- Alikhanov Institute for Theoretical and Experimental Physics NRC "Kurchatov Institute," Moscow 117218
| | - S Sato
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - W B Schmidke
- Brookhaven National Laboratory, Upton, New York 11973
| | - N Schmitz
- Max-Planck-Institut für Physik, Munich 80805, Germany
| | - J Seger
- Creighton University, Omaha, Nebraska 68178
| | - R Seto
- University of California, Riverside, California 92521
| | - P Seyboth
- Max-Planck-Institut für Physik, Munich 80805, Germany
| | - N Shah
- Indian Institute Technology, Patna, Bihar 801106, India
| | - E Shahaliev
- Joint Institute for Nuclear Research, Dubna 141 980
| | | | - M Shao
- University of Science and Technology of China, Hefei, Anhui 230026
| | - T Shao
- Fudan University, Shanghai, 200433
| | - M Sharma
- University of Jammu, Jammu 180001, India
| | - N Sharma
- Indian Institute of Science Education and Research (IISER), Berhampur 760010, India
| | - R Sharma
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - S R Sharma
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | | | - D Y Shen
- Fudan University, Shanghai, 200433
| | - K Shen
- University of Science and Technology of China, Hefei, Anhui 230026
| | - S S Shi
- Central China Normal University, Wuhan, Hubei 430079
| | - Y Shi
- Shandong University, Qingdao, Shandong 266237
| | - Q Y Shou
- Fudan University, Shanghai, 200433
| | - F Si
- University of Science and Technology of China, Hefei, Anhui 230026
| | - J Singh
- Panjab University, Chandigarh 160014, India
| | - S Singha
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - P Sinha
- Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, India
| | - M J Skoby
- Ball State University, Muncie, Indiana, 47306
- Purdue University, West Lafayette, Indiana 47907
| | - Y Söhngen
- University of Heidelberg, Heidelberg 69120, Germany
| | - Y Song
- Yale University, New Haven, Connecticut 06520
| | - B Srivastava
- Purdue University, West Lafayette, Indiana 47907
| | | | - D J Stewart
- Wayne State University, Detroit, Michigan 48201
| | - M Strikhanov
- National Research Nuclear University MEPhI, Moscow 115409
| | | | - Y Su
- University of Science and Technology of China, Hefei, Anhui 230026
| | - C Sun
- State University of New York, Stony Brook, New York 11794
| | - X Sun
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Sun
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Sun
- Huzhou University, Huzhou, Zhejiang 313000
| | - B Surrow
- Temple University, Philadelphia, Pennsylvania 19122
| | - D N Svirida
- Alikhanov Institute for Theoretical and Experimental Physics NRC "Kurchatov Institute," Moscow 117218
| | - Z W Sweger
- University of California, Davis, California 95616
| | - A Tamis
- Yale University, New Haven, Connecticut 06520
| | - A H Tang
- Brookhaven National Laboratory, Upton, New York 11973
| | - Z Tang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - A Taranenko
- National Research Nuclear University MEPhI, Moscow 115409
| | - T Tarnowsky
- Michigan State University, East Lansing, Michigan 48824
| | - J H Thomas
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - D Tlusty
- Creighton University, Omaha, Nebraska 68178
| | - T Todoroki
- University of Tsukuba, Tsukuba, Ibaraki 305-8571, Japan
| | - M V Tokarev
- Joint Institute for Nuclear Research, Dubna 141 980
| | - C A Tomkiel
- Lehigh University, Bethlehem, Pennsylvania 18015
| | - S Trentalange
- University of California, Los Angeles, California 90095
| | - R E Tribble
- Texas A&M University, College Station, Texas 77843
| | - P Tribedy
- Brookhaven National Laboratory, Upton, New York 11973
| | - O D Tsai
- Brookhaven National Laboratory, Upton, New York 11973
- University of California, Los Angeles, California 90095
| | - C Y Tsang
- Brookhaven National Laboratory, Upton, New York 11973
- Kent State University, Kent, Ohio 44242
| | - Z Tu
- Brookhaven National Laboratory, Upton, New York 11973
| | - T Ullrich
- Brookhaven National Laboratory, Upton, New York 11973
| | - D G Underwood
- Argonne National Laboratory, Argonne, Illinois 60439
- Valparaiso University, Valparaiso, Indiana 46383
| | - I Upsal
- Rice University, Houston, Texas 77251
| | - G Van Buren
- Brookhaven National Laboratory, Upton, New York 11973
| | - A N Vasiliev
- National Research Nuclear University MEPhI, Moscow 115409
- NRC "Kurchatov Institute," Institute of High Energy Physics, Protvino 142281
| | - V Verkest
- Wayne State University, Detroit, Michigan 48201
| | - F Videbæk
- Brookhaven National Laboratory, Upton, New York 11973
| | - S Vokal
- Joint Institute for Nuclear Research, Dubna 141 980
| | | | - F Wang
- Purdue University, West Lafayette, Indiana 47907
| | - G Wang
- University of California, Los Angeles, California 90095
| | - J S Wang
- Huzhou University, Huzhou, Zhejiang 313000
| | - X Wang
- Shandong University, Qingdao, Shandong 266237
| | - Y Wang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Wang
- Central China Normal University, Wuhan, Hubei 430079
| | - Y Wang
- Tsinghua University, Beijing 100084
| | - Z Wang
- Shandong University, Qingdao, Shandong 266237
| | - J C Webb
- Brookhaven National Laboratory, Upton, New York 11973
| | | | - G D Westfall
- Michigan State University, East Lansing, Michigan 48824
| | - H Wieman
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - G Wilks
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - S W Wissink
- Indiana University, Bloomington, Indiana 47408
| | - J Wu
- Central China Normal University, Wuhan, Hubei 430079
| | - J Wu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - X Wu
- University of California, Los Angeles, California 90095
| | - Y Wu
- University of California, Riverside, California 92521
| | - B Xi
- Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800
| | - Z G Xiao
- Tsinghua University, Beijing 100084
| | - W Xie
- Purdue University, West Lafayette, Indiana 47907
| | - H Xu
- Huzhou University, Huzhou, Zhejiang 313000
| | - N Xu
- Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - Q H Xu
- Shandong University, Qingdao, Shandong 266237
| | - Y Xu
- Shandong University, Qingdao, Shandong 266237
| | - Y Xu
- Central China Normal University, Wuhan, Hubei 430079
| | - Z Xu
- Brookhaven National Laboratory, Upton, New York 11973
| | - Z Xu
- University of California, Los Angeles, California 90095
| | - G Yan
- Shandong University, Qingdao, Shandong 266237
| | - Z Yan
- State University of New York, Stony Brook, New York 11794
| | - C Yang
- Shandong University, Qingdao, Shandong 266237
| | - Q Yang
- Shandong University, Qingdao, Shandong 266237
| | - S Yang
- South China Normal University, Guangzhou, Guangdong 510631
| | - Y Yang
- National Cheng Kung University, Tainan 70101
| | - Z Ye
- Rice University, Houston, Texas 77251
| | - Z Ye
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - L Yi
- Shandong University, Qingdao, Shandong 266237
| | - K Yip
- Brookhaven National Laboratory, Upton, New York 11973
| | - Y Yu
- Shandong University, Qingdao, Shandong 266237
| | - W Zha
- University of Science and Technology of China, Hefei, Anhui 230026
| | - C Zhang
- State University of New York, Stony Brook, New York 11794
| | - D Zhang
- Central China Normal University, Wuhan, Hubei 430079
| | - J Zhang
- Shandong University, Qingdao, Shandong 266237
| | - S Zhang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - X Zhang
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Zhang
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - Y Zhang
- University of Science and Technology of China, Hefei, Anhui 230026
| | - Y Zhang
- Central China Normal University, Wuhan, Hubei 430079
| | - Z J Zhang
- National Cheng Kung University, Tainan 70101
| | - Z Zhang
- Brookhaven National Laboratory, Upton, New York 11973
| | - Z Zhang
- University of Illinois at Chicago, Chicago, Illinois 60607
| | - F Zhao
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, Gansu 730000
| | - J Zhao
- Fudan University, Shanghai, 200433
| | - M Zhao
- Brookhaven National Laboratory, Upton, New York 11973
| | - C Zhou
- Fudan University, Shanghai, 200433
| | - J Zhou
- University of Science and Technology of China, Hefei, Anhui 230026
| | - S Zhou
- Central China Normal University, Wuhan, Hubei 430079
| | - Y Zhou
- Central China Normal University, Wuhan, Hubei 430079
| | - X Zhu
- Tsinghua University, Beijing 100084
| | - M Zurek
- Argonne National Laboratory, Argonne, Illinois 60439
| | - M Zyzak
- Frankfurt Institute for Advanced Studies FIAS, Frankfurt 60438, Germany
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