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1	Hayrapetyan A, Tumasyan A, Adam W, Andrejkovic JW, Bergauer T, Chatterjee S, Damanakis K, Dragicevic M, Valle AED, Hussain P, Jeitler M, Krammer N, Liko D, Mikulec I, Schieck J, Schöfbeck R, Schwarz D, Sonawane M, Templ S, Waltenberger W, Wulz CE, Darwish M, Janssen T, Mechelen PV, Bols E, D’Hondt J, Dansana S, De Moor A, Delcourt M, Faham HE, Lowette S, Makarenko I, Morton A, Müller D, Sahasransu A, Tavernier S, Tytgat M, Putte SV, 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, Bemden MV, Velde CV, Vanlaer P, De Coen M, Dobur D, Knolle J, Lambrecht L, Mestdach G, Rendón C, Samalan A, Skovpen K, Bossche NVD, Wezenbeek L, Benecke A, Bruno G, Caputo C, Delaere C, Donertas I, Giammanco A, Jaffel K, Jain S, Lemaitre V, Lidrych J, Mastrapasqua P, Mondal K, Tran T, Wertz S, Alves G, Coelho E, Hensel C, De Oliveira TM, Moraes A, Teles PR, Soeiro M, Júnior WA, Pereira MAG, Filho MBF, Malbouisson HB, Carvalho W, Chinellato J, Da Costa E, Da Silveira G, De Jesus Damiao D, De Souza SF, Martins J, Herrera CM, Amarilo KM, Mundim L, Nogima H, Santoro A, Amaral SSD, Sznajder A, Thiel M, Pereira AV, Bernardes C, Calligaris L, Tomei TFP, Gregores E, Mercadante P, Novaes S, 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 G, Chen H, 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 S, 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, Trujillo DAB, Cabrera A, Florez C, Fraga J, Vega JAR, Guisao JM, Ramirez F, Rodriguez M, Alvarez JR, Giljanovic D, Godinovic N, Lelas D, Sculac A, Kovac M, Sculac T, Bargassa P, Brigljevic V, Chitroda B, Ferencek D, Mishra S, Starodumov A, Susa T, Attikis A, Christoforou K, Konstantinou S, Mousa J, Nicolaou C, Ptochos F, Razis P, Rykaczewski H, Saka H, Stepennov A, Finger M, Finger M, Kveton A, Ayala E, Jarrin EC, Abdelalim A, Salama E, Al-Mashad MA, Mahmoud M, Dewanjee R, 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 K, Kim M, Kinnunen R, Lampén T, Lassila-Perini K, Lehti S, Lindén T, Lotti M, Martikainen L, Myllymäki M, Rantanen M, 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, de Monchenault GH, Lohezic V, Malcles J, Rander J, Rosowsky A, Sahin M, Savoy-Navarro A, Simkina P, Titov M, Barrera CB, Beaudette F, Perraguin AB, Busson P, Cappati A, Charlot C, Damas F, Davignon O, Falmagne G, Alves BFS, Ghosh S, Gilbert A, de Cassagnac RG, Hakimi A, Harikrishnan B, Kalipoliti L, Liu G, Motta J, Nguyen M, Ochando C, Portales L, Salerno R, Sarkar U, Sauvan J, Sirois Y, Tarabini A, Vernazza E, Zabi A, Zghiche A, Agram JL, Andrea J, Apparu D, Bloch D, Brom JM, Chabert E, Collard C, Falke S, Goerlach U, Grimault C, Haeberle R, Bihan ACL, Sessini M, Hove PV, Beauceron S, Blancon B, Boudoul G, Chanon N, Choi J, Contardo D, Depasse P, Dozen C, Mamouni HE, Fay J, Gascon S, Gouzevitch M, Greenberg C, Grenier G, Ille B, Laktineh IB, Lethuillier M, Mirabito L, Perries S, Donckt MV, 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 M, 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, Da Silva De Araujo FT, Vigilante L, Wiedenbeck S, Zaleski S, Dziwok C, Flügge G, Ahmad WH, Kress T, Nowack A, Pooth O, Stahl A, Ziemons T, Zotz A, Petersen HA, Martin MA, Alimena J, Amoroso S, An Y, Baxter S, Bayatmakou M, Gonzalez HB, Behnke O, Belvedere A, Bhattacharya S, Blekman F, Borras K, Brunner D, Campbell A, Cardini A, Cheng C, Colombina F, Rodríguez SC, Silva GC, De Silva M, Eckerlin G, Eckstein D, Banos LE, Filatov O, Gallo E, Geiser A, Giraldi A, Greau G, Guglielmi V, Guthoff M, Hinzmann A, Jafari A, Jeppe L, Jomhari N, Kaech B, Kasemann M, Kaveh H, Kleinwort C, Kogler R, Komm M, Krücker D, Lange W, Pernia DL, Lipka K, Lohmann W, Mankel R, Melzer-Pellmann IA, Morentin MM, Metwally J, Meyer A, Milella G, Mussgiller A, Nürnberg A, Otarid Y, Adán DP, Ranken E, Raspereza A, Lopes BR, Rübenach J, Saggio A, Scham M, Scheurer V, Schnake S, Schütze P, Schwanenberger C, Shchedrolosiev M, Ricardo RS, Pramod LS, Stafford D, Vazzoler F, Barroso AV, Walsh R, Wang Q, Wen Y, Wichmann K, Wiens L, Wissing C, Wuchterl S, Yang Y, Santos AZC, Albrecht A, Albrecht S, Antonello M, Bein S, Benato L, Bonanomi M, Connor P, Eich M, Morabit KE, Fischer Y, Fröhlich A, Garbers C, Garutti E, Grohsjean A, Hajheidari M, Haller J, Jabusch H, 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, Rodriguez KP, 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 H, Trevisani N, Ulrich R, Linden JVD, Cube RV, 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, Kioseoglou PK, Manthos N, Papadopoulos I, Strologas J, Csanád M, Farkas K, Gadallah M, Kadlecsik Á, Major P, Mandal K, Pásztor G, Rádl A, Veres G, 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 J, Singla A, Ahmed A, Bhardwaj A, Chhetri A, Choudhary B, 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 P, Behera S, Chatterjee S, Jana P, Kalbhor P, Komaragiri J, Kumar D, Ameen MMM, Panwar L, Pradhan R, Pujahari P, Saha N, Sharma A, Sikdar A, Verma S, Aziz T, Das I, Dugad S, Kumar M, Mohanty G, 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, Bindhu VMN, Naskar K, Nayak A, Sadangi P, Saha P, Swain S, 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 S, Khakzad M, Najafabadi MM, Grunewald M, Abbrescia M, Aly R, Colaleo A, Creanza D, Anzi BD, De Filippis N, De Palma M, Florio AD, 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 F, 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 F, Dallavalle G, Diotalevi T, Fabbri F, Fanfani A, Fasanella D, Giacomelli P, Giommi L, Grandi C, Guiducci L, Meo SL, Lunerti L, Marcellini S, Masetti G, Navarria F, Perrotta A, Primavera F, Rossi A, Rovelli T, Siroli G, Costa S, Mattia AD, 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 M, Dini P, Gennai S, Ghezzi A, Govoni P, Guzzi L, Lucchini M, Malberti M, Malvezzi S, Massironi A, Menasce D, Moroni L, Paganoni M, Pedrini D, Pinolini BS, Ragazzi S, Redaelli N, de Fatis TT, Zuolo D, Buontempo S, Cagnotta A, Carnevali F, Cavallo N, De Iorio A, Fabozzi F, Iorio A, Lista L, Paolucci P, Rossi B, Sciacca C, Ardino R, Azzi P, Bacchetta N, Bisello D, Bortignon P, Bragagnolo A, Checchia P, Dorigo T, Gasparini F, Gasparini U, Gozzelino A, Grosso G, Gulmini M, 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, Zeid SA, 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 G, 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 M, Cipriani M, D’Amante V, Dell’Orso R, Donato S, Giassi A, Ligabue F, Figueiredo DM, Messineo A, Musich M, Palla F, Parolia S, Rizzi A, Rolandi G, Chowdhury SR, Sarkar T, Scribano A, Spagnolo P, Tenchini R, Tonelli G, Turini N, Venturi A, Verdini P, Barria P, Campana M, Cavallari F, Mendez LC, Re DD, Marco ED, 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 M, 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, Ricca GD, Dogra S, Hong J, Huh C, Kim B, Kim D, Kim J, Lee H, Lee S, Moon C, Oh Y, Pak S, Ryu M, Sekmen S, Yang Y, Bak G, Gwak P, Kim H, Moon D, Asilar E, Kim D, Kim T, Merlin JA, Park J, Choi S, Han S, Hong B, Lee K, Lee K, 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 B, Oh S, Seo H, Yang UK, Yoon I, Jang W, Kang DY, Kang Y, Kim S, Ko B, Lee J, Lee Y, Park I, Roh Y, Watson I, Yang S, Ha S, Yoo H, Choi M, Kim M, Lee H, Lee Y, Yu I, Beyrouthy T, Maghrbi Y, Dreimanis K, Gaile A, Pikurs G, Potrebko A, Seidel M, Veckalns V, Strautnieks N, Ambrozas M, Juodagalvis A, Rinkevicius A, Tamulaitis G, Norjoharuddeen NB, Yusuff I, Zolkapli Z, Benitez J, Hernandez AC, Acosta HAE, Maríñez LGG, Coello ML, Quijada JM, Sehrawat A, Palomo LV, Ayala G, Castilla-Valdez H, De La Cruz-Burelo E, La Cruz IHD, Lopez-Fernandez R, Herrera CAM, Navarro DP, Hernández AS, Barrera CO, García MR, Bautista I, Pedraza I, Ibarguen HS, Estrada CU, Bubanja I, Raicevic N, Butler P, Ahmad A, Asghar MI, Awais A, Awan MIM, Hoorani H, Khan W, 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, Da Cruz E Silva CB, 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, Maestre JA, Luna MB, Bedoya CF, Cepeda M, Cerrada M, Colino N, De La Cruz B, Peris AD, Val DFD, Ramos JF, Flix J, Fouz M, Lopez OG, Lopez SG, Hernandez J, Josa M, Holgado JL, Moran D, Perez CMM, Tobar ÁN, Dengra CP, Yzquierdo APC, Pelayo JP, Redondo I, Ferrero DR, Romero L, Navas SS, Gómez LU, Escobar JV, Willmott C, de Trocóniz J, Gonzalez BA, Cuevas J, Menendez JF, Folgueras S, Caballero IG, Fernández JG, Cortezon EP, Álvarez CR, Bouza VR, Rodríguez AS, Trapote A, Villalba CV, Vischia P, Bhowmik S, Fernández SB, Cifuentes JB, Cabrillo I, Calderon A, Campderros JD, Fernandez M, Madrazo CF, Gomez G, García CL, Rivero CM, Arbol PMRD, Matorras F, Cuevas PM, Ramos EN, Gomez JP, Prieels C, Scodellaro L, Vila I, Garcia JV, Jayananda M, Kailasapathy B, Sonnadara D, Wickramarathna D, Dharmaratna W, Liyanage K, Perera N, Wickramage N, Abbaneo D, Amendola C, Auffray E, Auzinger G, Baechler J, Barney D, Martínez AB, Bianco M, Bilin B, Anuar AB, Bocci A, Brondolin E, Caillol C, Camporesi T, Cerminara G, Chernyavskaya N, d’Enterria D, Dabrowski A, David A, De Roeck A, Defranchis M, 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 A, 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, Gutiérrez GR, Rovere M, Sakulin H, Scarfi S, Selvaggi M, Sharma A, Shchelina K, Silva P, Sphicas P, Leiton AS, Steen A, Summers S, Treille D, Tropea P, Tsirou A, Walter D, Wanczyk J, Wozniak K, Zehetner P, Zejdl P, Zeuner WD, Bevilacqua T, Caminada L, Ebrahimi A, Erdmann W, Horisberger R, Ingram Q, Kaestli H, Kotlinski D, Lange C, Missiroli M, Noehte L, Rohe T, Aarrestad T, 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 R, Marchegiani M, Marchese L, Perez CM, Mascellani A, Nessi-Tedaldi F, Pauss F, Perovic V, Pigazzini S, Ratti M, Reichmann M, Reissel C, Reitenspiess T, Ristic B, Riti F, Ruini D, Becerra DS, Seidita R, Steggemann J, Valsecchi D, Wallny R, Amsler C, Bärtschi P, Botta C, Brzhechko D, Canelli M, Cormier K, De Wit A, Burgo RD, Heikkilä J, Huwiler M, Jin W, Jofrehei A, Kilminster B, Leontsinis S, Liechti S, Macchiolo A, Meiring P, Mikuni V, Molinatti U, Neutelings I, Reimers A, Robmann P, Cruz SS, Schweiger K, Senger M, Takahashi Y, Adloff C, Kuo CM, Lin W, Rout P, Tiwari P, Yu S, Ceard L, Chao Y, Chen K, Chen PS, Chen ZG, Hou WS, Hsu TH, Kao YW, Khurana R, Kole G, Li Y, 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 Z, Dolek F, Dumanoglu I, Eskut E, Guler Y, Guler EG, Isik C, Kara O, Topaksu AK, Kiminsu U, Onengut G, Ozdemir K, Polatoz A, Tali B, Tok U, Turkcapar S, Uslan E, Zorbakir I, Ocalan K, Yalvac M, Akgun B, Atakisi I, 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, Cerci DS, Zorbilmez C, Boyaryntsev A, Grynyov B, Levchuk L, Anthony D, Brooke J, Bundock A, Bury F, Clement E, Cussans D, Flacher H, Glowacki M, Goldstein J, Heath H, Kreczko L, Krikler B, Paramesvaran S, Nasr-Storey SSE, Smith V, Stylianou N, Pass KW, White R, Ball AH, Bell K, Belyaev A, Brew C, Brown R, Cockerill D, Cooke C, Ellis KV, Harder K, Harper S, Holmberg ML, Jain S, Linacre J, Manolopoulos K, Newbold D, Olaiya E, Petyt D, Reis T, Salvi G, Schuh T, Shepherd-Themistocleous C, Tomalin I, Williams T, Bainbridge R, Bloch P, Brown C, Buchmuller O, Cacchio V, Montoya CC, Chahal G, Colling D, Dancu JS, Dauncey P, Davies G, Davies J, Negra MD, Fayer S, Fedi G, Hall G, Hassanshahi M, Howard A, Iles G, Knight M, Langford J, Lyons L, Magnan AM, Malik S, Martelli A, Mieskolainen M, Nash J, Pesaresi M, Radburn-Smith B, Richards A, Rose A, Seez C, Shukla R, Tapper A, Uchida K, Uttley G, Vage LH, Virdee T, Vojinovic M, Wardle N, Winterbottom D, Coldham K, Cole J, Khan A, Kyberd P, Reid I, Abdullin S, Brinkerhoff A, Caraway B, Dittmann J, Hatakeyama K, Hiltbrand J, Kanuganti A, McMaster B, Saunders M, Sawant S, Sutantawibul C, Toms M, Wilson J, Bartek R, Dominguez A, Escamilla CH, Simsek A, Uniyal R, Hernandez AV, Chudasama R, Cooper S, Gleyzer S, Perez C, 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 J, Kwon T, Landsberg G, Lau K, 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, De La Barca Sanchez MC, Chertok M, Citron M, Conway J, Cox P, 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 M, Lam T, Manca E, Nash W, Saltzberg D, Stone B, Valuev V, Clare R, Gordon M, Hanson G, Si W, Wimpenny S, Branson J, 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, Narayanan BS, Sharma 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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. Luminosity determination using Z boson production at the CMS experiment. Eur Phys J C Part Fields 2024;84:26. [PMID: 38227803 PMCID: PMC10781851 DOI: 10.1140/epjc/s10052-023-12268-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/02/2023] [Accepted: 11/19/2023] [Indexed: 01/18/2024] Abstract The measurement of Z boson production is presented as a method to determine the integrated luminosity of CMS data sets. The analysis uses proton-proton collision data, recorded by the CMS experiment at the CERN LHC in 2017 at a center-of-mass energy of 13Te V . Events with Z bosons decaying into a pair of muons are selected. The total number of Z bosons produced in a fiducial volume is determined, together with the identification efficiencies and correlations from the same data set, in small intervals of 20pb - 1 of integrated luminosity, thus facilitating the efficiency and rate measurement as a function of time and instantaneous luminosity. Using the ratio of the efficiency-corrected numbers of Z bosons, the precisely measured integrated luminosity of one data set is used to determine the luminosity of another. For the first time, a full quantitative uncertainty analysis of the use of Z bosons for the integrated luminosity measurement is performed. The uncertainty in the extrapolation between two data sets, recorded in 2017 at low and high instantaneous luminosity, is less than 0.5%. We show that the Z boson rate measurement constitutes a precise method, complementary to traditional methods, with the potential to improve the measurement of the integrated luminosity. Collapse Key Words Collapse MESH Headings Collapse Grants SC Austrian Federal Ministry of Education, Science and Research Austrian Science Fund Belgian Fonds de la Recherche Scientifique Belgian Fonds voor Wetenschappelijk Onderzoek CNPq CAPES FAPERJ FAPERGS FAPESP Bulgarian Ministry of Education and Science Bulgarian National Science Fund CERN Chinese Academy of Sciences Ministry of Science and Technology Chinese National Natural Science Foundation of China Colombian Funding Agency (MINICIENCIAS) Croatian Ministry of Science, Education and Sport Croatian Science Foundation Research and Innovation Foundation SENESCYT Ministry of Education and Research Estonian Research Council via PRG780, PRG803, and PRG445 European Regional Development Fund Academy of Finland Finnish Ministry of Education and Culture Helsinki Institute of Physics Institut National de Physique Nucléaire et de Physique des Particules Centre National de la Recherche Scientifique Commissariat à l’Énergie Atomique et aux Énergies Alternatives Bundesministerium für Bildung und Forschung Deutsche Forschungsgemeinschaft Helmholtz-Gemeinschaft Deutscher Forschungszentren General Secretariat for Research and Innovation National Research, Development and Innovation Office Department of Atomic Energy Department of Science and Technology Institute for Research in Fundamental Studies Science Foundation Istituto Nazionale di Fisica Nucleare Korean Ministry of Education, Science and Technology National Research Foundation of Korea (NRF) MES Lithuanian Academy of Sciences Ministry of Education University of Malaya BUAP CINVESTAV CONACYT LNS SEP UASLP MOS Ministry of Business, Innovation and Employment Pakistan Atomic Energy Commission Ministry of Educaton and Science National Science Centre Fundação para a Ciência e a Tecnologia, CERN/FIS-PAR/0025/2019 and CERN/FIS-INS/0032/2019 Ministry of Education, Science and Technological Development of Serbia MCIN/AEI/10.13039/501100011033, ERDF “a way of making Europe” Fondo Europeo de Desarrollo Regional, Spain Plan de Ciencia, Tecnología e Innovación del Principado de Asturias MOSTR ETH Board ETH Zurich PSI SNF UniZH Canton Zurich SER Thailand Center of Excellence in Physics Institute for the Promotion of Teaching Science and Technology of Thailand Special Task Force for Activating Research National Science and Technology Development Agency of Thailand Scientific and Technical Research Council of Turkey Turkish Atomic Energy Authority National Academy of Sciences of Ukraine Science and Technology Facilities Council US Department of Energy US National Science Foundation Marie-Curie programme European Research Council and EPLANET (European Union) European Research Council/European Cooperation in Science and Technology), Action CA16108 Horizon 2020 Grant, contract Nos. 675440, 724704, 752730, 758316, 765710, 824093 (European Union) Leventis Foundation Alfred P. Sloan Foundation Alexander von Humboldt Foundation Science Committee, project no. 22rl-037 Belgian Federal Science Policy Office Fonds pour la Formation à la Recherche dans l’Industrie et dans l’Agriculture (FRIA-Belgium) Agentschap voor Innovatie door Wetenschap en Technologie (IWT-Belgium) Belgian Fonds de la Recherche Scientifique, “Excellence of Science - EOS” - be.h project n. 30820817 Belgian Fonds voor Wetenschappelijk Onderzoek, “Excellence of Science - EOS” - be.h project n. 30820817 Beijing Municipal Science & Technology Commission, No. Z191100007219010 Fundamental Research Funds for the Central Universities Ministry of Education, Youth and Sports (MEYS) of the Czech Republic Shota Rustaveli National Science Foundation Deutsche Forschungsgemeinschaft (DFG) under Germany’s Excellence Strategy - EXC 2121 “Quantum Universe” – 390833306 Deutsche Forschungsgemeinschaft (DFG), project number 400140256 - GRK2497 Hellenic Foundation for Research and Innovation, Project Number 2288 Hungarian Academy of Sciences New National Excellence Program - ÚNKP, the NKFIH research grants K 124845, K 124850, K 128713, K 128786, K 129058, K 131991, K 133046, K 138136, K 143460, K 143477, 2020-2.2.1-ED-2021-00181, and TKP2021-NKTA-64 Council of Scientific and Industrial Research, India Latvian Council of Science Ministy of Education and Science, project no. 2022/WK/14 National Science Center, Opus 2021/41/B/ST2/01369 and 2021/43/B/ST2/01552 Fundação para a Ciência e a Tecnologia, CEECIND/01334/2018 National Priorities Research Program by Qatar National Research Fund Programa Estatal de Fomento de la Investigación Científica y Técnica de Excelencia María de Maeztu, grant MDM-2017-0765 and projects PID2020-113705RB, PID2020-113304RB, PID2020-116262RB and PID2020-113341RB-I00 Programa Severo Ochoa del Principado de Asturias Rachadapisek Sompot Fund for Postdoctoral Fellowship, Chulalongkorn University (Thailand) CUAASC Kavli Foundation Nvidia Corporation Welch Foundation, contract C-1845 Weston Havens Foundation Institut für Hochenergiephysik (HEPHY) using the Cloud Infrastructure Platform (CLIP), Vienna Inter-University Institute for High Energies, Brussels Université Catholique de Louvain, Louvain-la-Neuve São Paulo Research and Analysis Center, São Paulo Universidade do Estado do Rio de Janeiro, Rio de Janeiro University of Sofia, Sofia Institute of High Energy Physics of the Chinese Academy of Sciences, Beijing National Institute of Chemical Physics and Biophysics, Tallinn Helsinki Institute of Physics, Helsinki Grille de Recherche d’Ile de France (GRIF), Institut de recherche sur les lois fondamentales de l’Univers, CEA, Université Paris-Saclay, Gif-sur-Yvette, France and Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris Institut de recherche sur les lois fondamentales de l’Univers, CEA, Université Paris-Saclay, Gif-sur-Yvette Institut national de physique nucléaire et de physique des particules, IN2P3, Villeurbanne Institut Pluridisciplinaire Hubert Curien (IPHC), Strasbourg Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau Deutsches Elektronen-Synchrotron, Hamburg Karlsruher Institut für Technologie, Karlsruhe RWTH Aachen University, Aachen University of Ioánnina, Ioánnina Wigner Research Centre for Physics, Budapest Tata Institute of Fundamental Research, Mumbai INFN CNAF, Bologna INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa INFN Sezione di Roma, Sapienza Università di Roma, Rome INFN Sezione di Trieste, Università di Trieste, Trieste Laboratori Nazionali di Legnaro, Legnaro Kyungpook National University, Daegu National Centre for Physics, Quaid-I-Azam University, Islamabad Akademickie Centrum Komputerowe Cyfronet AGH, Krakow National Centre for Nuclear Research, Swierk Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa Korea Institute of Science and Technology Information (KISTI), Daejeon Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander Port d’Informació Científica, Bellaterra CERN, European Organization for Nuclear Research, Geneva CSCS - Swiss National Supercomputing Centre, Lugano National Center for High-performance Computing (NCHC), Hsinchu City National Central University, Chung-Li, Middle East Technical University, Physics Department, Ankara National Scientific Center, Kharkov Institute of Physics and Technology, Kharkov GridPP, Brunel University, Uxbridge GridPP, Imperial College, London GridPP, Queen Mary University of London, London GridPP, Royal Holloway, University of London, London GridPP, Rutherford Appleton Laboratory, Didcot GridPP, University of Bristol, Bristol GridPP, University of Glasgow, Glasgow Baylor University, Waco California Institute of Technology, Pasadena Fermi National Accelerator Laboratory, Batavia Massachusetts Institute of Technology, Cambridge National Energy Research Scientific Computing Center (NERSC), a U.S. Department of Energy Office of Science User Facility, Berkeley Open Science Grid (OSG) Consortium Pittsburgh Supercomputing Center (PSC), Pittsburgh Purdue University, West Lafayette San Diego Supercomputer Center (SDSC), La Jolla Texas Advanced Computing Center (TACC), Austin University of California, San Diego, La Jolla University of Colorado Boulder, Boulder University of Florida, Gainesville University of Nebraska-Lincoln, Lincoln University of Puerto Rico, Mayaguez University of Wisconsin - Madison, Madison Vanderbilt University, Nashville Collapse Affiliation(s) Collapse

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Hayrapetyan A, Tumasyan A, Adam W, Andrejkovic JW, Bergauer T, Chatterjee S, Damanakis K, Dragicevic M, Valle AED, Hussain P, Jeitler M, Krammer N, Liko D, Mikulec I, Schieck J, Schöfbeck R, Schwarz D, Sonawane M, Templ S, Waltenberger W, Wulz CE, Darwish M, Janssen T, Mechelen PV, Bols E, D’Hondt J, Dansana S, De Moor A, Delcourt M, Faham HE, Lowette S, Makarenko I, Morton A, Müller D, Sahasransu A, Tavernier S, Tytgat M, Putte SV, 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, Bemden MV, Velde CV, Vanlaer P, De Coen M, Dobur D, Knolle J, Lambrecht L, Mestdach G, Rendón C, Samalan A, Skovpen K, Bossche NVD, Wezenbeek L, Benecke A, Bruno G, Caputo C, Delaere C, Donertas I, Giammanco A, Jaffel K, Jain S, Lemaitre V, Lidrych J, Mastrapasqua P, Mondal K, Tran T, Wertz S, Alves G, Coelho E, Hensel C, De Oliveira TM, Moraes A, Teles PR, Soeiro M, Júnior WA, Pereira MAG, 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Luminosity determination using Z boson production at the CMS experiment. Eur Phys J C Part Fields 2024;84:26. [PMID: 38227803 PMCID: PMC10781851 DOI: 10.1140/epjc/s10052-023-12268-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/02/2023] [Accepted: 11/19/2023] [Indexed: 01/18/2024]