Machine learning algorithm for predict the in-hospital mortality in critically ill patients with congestive heart failure combined with chronic kidney disease

BACKGROUND

The objective of this study was to develop and validate a machine learning (ML) model for predict in-hospital mortality among critically ill patients with congestive heart failure (CHF) combined with chronic kidney disease (CKD).

METHODS

After employing least absolute shrinkage and selection operator regression for feature selection, six distinct methodologies were employed in the construction of the model. The selection of the optimal model was based on the area under the curve (AUC). Furthermore, the interpretation of the chosen model was facilitated through the utilization of SHapley Additive exPlanation (SHAP) values and the Local Interpretable Model-Agnostic Explanations (LIME) algorithm.

RESULTS

This study collected data and enrolled 5041 patients on CHF combined with CKD from 2008 to 2019, utilizing the Medical Information Mart for Intensive Care Unit. After selection, 22 of the 47 variables collected post-intensive care unit admission were identified as mortality-associated and subsequently utilized in the development of ML models. Among the six models generated, the eXtreme Gradient Boosting (XGBoost) model demonstrated the highest AUC at 0.837. Notably, the SHAP values highlighted the sequential organ failure assessment score, age, simplified acute physiology score II, and urine output as the four most influential variables in the XGBoost model. In addition, the LIME algorithm explains the individualized predictions.

CONCLUSIONS

In conclusion, our study accomplished the successful development and validation of ML models for predicting in-hospital mortality in critically ill patients with CHF combined with CKD. Notably, the XGBoost model emerged as the most efficacious among all the ML models employed.

Value of long non-coding RNA HAS2-AS1 as a diagnostic and prognostic marker of glioma

BACKGROUND

Glioma presents high incidence and poor prognosis, and therefore more effective treatments are needed. Studies have confirmed that long non-coding RNAs (lncRNAs) basically regulate various human diseases including glioma. It has been theorized that HAS2-AS1 serves as an lncRNA to exert an oncogenic role in varying cancers. This study aimed to assess the value of lncRNA HAS2-AS1 as a diagnostic and prognostic marker for glioma.

METHODS

The miRNA expression data and clinical data of glioma were downloaded from the TCGA database for differential analysis and survival analysis. In addition, pathological specimens and specimens of adjacent normal tissue from 80 patients with glioma were used to observe the expression of HAS2-AS1. The receiver operating characteristic (ROC) curve was used to analyze the diagnostic ability and prognostic value of HAS2-AS1 in glioma. Meanwhile, a Kaplan-Meier survival curve was plotted to evaluate the survival of glioma patients with different HAS2-AS1 expression levels.

RESULTS

HAS2-AS1 was significantly upregulated in glioma tissues compared with normal tissue. The survival curves showed that overexpression of HAS2-AS1 was associated with poor overall survival (OS) and progression-free survival (PFS). Several clinicopathological factors of glioma patients, including tumor size and WHO grade, were significantly correlated with HAS2-AS1 expression in tissues. The ROC curve showed an area under the curve (AUC) value of 0.863, indicating that HAS2-AS1 had good diagnostic value. The ROC curve for the predicted OS showed an AUC of 0.906, while the ROC curve for predicted PFS showed an AUC of 0.88. Both suggested that overexpression of HAS2-AS1 was associated with poor prognosis.

CONCLUSIONS

Normal tissues could be clearly distinguished from glioma tissues based on HAS2-AS1 expression. Moreover, overexpression of HAS2-AS1 indicated poor prognosis in glioma patients. Therefore, HAS2-AS1 could be used as a diagnostic and prognostic marker for glioma.

[L-DEP regimen salvage therapy for refractory primary hemophagocytic lymphohistiocytosis triggered by Epstein-Barr virus infection in 4 children]

Objective: To analyze the efficacy and safety of the L-DEP regimen (asparaginase, liposome doxorubicin, etoposide and methylprednisolone) as a salvage therapy for the refractory primary hemophagocytic lymphohistocytosis triggered by Epstein-Barr virus infection (EBV-pHLH) in children. Methods: In this retrospective case study, clinical and laboratory data before and after L-DEP regimen of 4 children diagnosed with EBV-pHLH in Beijing Children's hospital between January 2016 and June 2022 were collected, and the efficacy and safety of L-DEP regimen for the treatment of EBV-pHLH were analyzed. Results: Among 4 patients, there were 3 females and 1 male with the age ranged from 0.8 to 7.0 years. Two of them showed compound heterozygous mutations of PRF1, one with a heterozygous mutation of UNC13D, one homozygous mutation of ITK. Before the L-DEP therapy, all of them had anemia and a soaring level of soluble CD25, 3 patients had neutropenia and thrombopenia, 3 patients had a high level of ferritin, 3 patients had hypofibrinogenemia and 1 patient had hypertriglyceridemia. After receiving 1 or 2 cycles of L-DEP treatment, three achieved remission, including complete remission (1 case) and partial remission (2 cases), and the other one had no remission. The levels of blood cell counts, soluble CD25, triglyceride, fibrinogen and albumin were recovered gradually in 3 patients who got remission. All four patients underwent hematopoietic stem cell transplantation (HSCT) after L-DEP regimen, and three survived. All patients had no severe chemotherapy related complications. The main side effects were bone marrow suppression, infection and pancreatitis, which recovered after appropriate treatments, apart from one who died from severe infection after urgent HSCT. Conclusion: L-DEP regimen could be served as an effective and safe salvage treatment for refractory pediatric EBV-pHLH, and also provide an opportunity for patients to receive HSCT.

Association of the triglyceride-glucose index variability with blood pressure and hypertension: a cohort study

BACKGROUND

Several studies have indicated that the triglyceride-glucose index (TyG) index is associated with hypertension; however, evidence on the association of change in the TyG index with blood pressure and hypertension is limited.

AIMS

To assess the association of the TyG index with blood pressure and hypertension.

DESIGN

A cohort study.

METHODS

We included 17 977 individuals with a mean age of 60.5 years from the Dongfeng-Tongji cohort. The TyG index was calculated as ln [fasting triglyceride (mg/dl)×fasting glucose (mg/dl)/2]. Hypertension was defined as blood pressure ≥140/90 mmHg, self-reported current use of antihypertensive medication or self-reported physician diagnosis of hypertension.

RESULTS

In the longitudinal analyses, we found a linear dose-response relationship between changes in the TyG index and change in blood pressure. Each one-unit change in the TyG index was associated with a 1.93 (1.23-2.63) mmHg increase in systolic blood pressure (SBP) and a 1.78 (1.42-2.16) mmHg increase in diastolic blood pressure (DBP). During a median follow-up of 9.37 years, a total of 3594 individuals were newly diagnosed with hypertension. We also found a linear dose-response relationship between the TyG index and the incidence of hypertension. The hazard ratio (HR) of hypertension for each one-unit increase in the TyG index was 1.21 (1.13-1.29). In addition, the best cut-off point of TyG for predicting hypertension was 8.4797, with sensitivity, and specificity of 57.85% and 55.40%, respectively.

CONCLUSIONS

The TyG index had a positive dose-response relationship with blood pressure and could be used to predict the risk of hypertension.

A double-blind, randomized, placebo-controlled study assessing the impact of probiotic supplementation on the symptoms of irritable bowel syndrome in females

BACKGROUND

A previous exploratory study demonstrated the ability of the Lab4 probiotic to alleviate the symptoms of IBS, and post hoc data analysis indicated greatest improvements in the female subgroup. The aim of this study is to confirm the impact of this multistrain probiotic on IBS symptom severity in females.

METHODS

An 8-week, single-center, randomized, double-blinded, placebo-controlled, superiority study in 70 females with Rome IV-diagnosed irritable bowel syndrome (IBS) receiving the Lab4 probiotic (25 billion colony-forming units) daily or a matched placebo. Changes from baseline in the IBS-symptom severity score (IBS-SSS), daily bowel habits, anxiety, depression, IBS-related control, and avoidance behavior, executive function, and the fecal microbiota composition were assessed. The study was prospectively registered: ISRCTN 14866272 (registration date 20/07/22).

KEY RESULTS

At the end of the study, there were significant between-group reductions in IBS-SSS (-85.0, p < 0.0001), anxiety and depression scores (-1.9, p = 0.0002 and -2.4, p < 0.0001, respectively), and the IBS-related control and avoidance behavior score (-7.5, p = 0.0002), all favoring the probiotic group. A higher proportion of the participants in the probiotic group had normal stool form (p = 0.0106) and/or fewer defecations with loose stool form (p = 0.0311). There was little impact on the overall diversity of the fecal microbiota but there were significant differences in Roseburia, Holdemanella, Blautia, Agathobacter, Ruminococcus, Prevotella, Bacteroides, and Anaerostipes between the probiotic and placebo groups at the end of the study.

CONCLUSIONS & INFERENCES

Daily supplementation with this probiotic may represent an option to be considered in the management of IBS.

Efficacy and Safety of Preoperative Transcatheter Rectal Arterial Chemoembolisation in Patients with Locally Advanced Rectal Cancer: Results from a Prospective, Phase II PCAR Trial

AIMS

The PCAR study aimed to assess the efficacy and safety of preoperative transcatheter rectal arterial chemoembolisation (TRACE) in patients with locally advanced rectal cancer (LARC).

MATERIALS AND METHODS

This was a single-centre, prospective, phase II trial conducted in China. Eligible patients were adults aged 18 years and older with histologically confirmed stage II or III rectal carcinoma and an Eastern Cooperative Oncology Group performance status of 0-1. Patients received TRACE with oxaliplatin, followed by radiotherapy with a cumulative dose of 45 Gy (1.8 Gy/time/day, five times a week for 5 weeks) and received oral S1 capsules twice daily (7 days a week for 4 weeks). Patients underwent total mesorectal excision 4-8 weeks after the completion of chemoradiotherapy, followed by mFOLFOX6 or CAPOX regimens for 4-6 months. The hypothesis of this study was that adding TRACE to preoperative neoadjuvant chemoradiotherapy would improve tumour regression and prognosis. The primary end point was the pathological complete response rate; secondary end points included the major pathological response rate, anal preservation rate, 5-year disease-free survival (DFS), 5-year overall survival and treatment-related adverse events.

RESULTS

In total, 111 LARC patients received TRACE and subsequent scheduled treatment plans. The pathological complete response and major pathological response rates were 20.72% and 48.65%, respectively. The 5-year DFS and 5-year overall survival were 61.89% (95% confidence interval 51.45-74.45) and 74.80% (95% confidence interval 65.05-86.01), respectively. Grade 3-4 toxicities were reported in 29 patients (26.13%). The postoperative complication rate was 21.62%, without serious surgical complications. Multivariate Cox regression analysis showed that ypN stage (hazard ratio = 4.242, 95% confidence interval 2.101-8.564, P = 0.00017) and perineural invasion (hazard ratio = 2.319, 95% confidence interval 1.058-5.084, P = 0.0487) were independent risk factors associated with DFS, whereas ypN stage (hazard ratio = 3.164, 95% confidence interval 1.347-7.432, P = 0.0101), perineural invasion (hazard ratio = 4.118, 95% confidence interval 1.664-10.188, P = 0.0134) and serum carbohydrate antigen 199 (CA199; hazard ratio = 4.142, 95% confidence interval 1.290-13.306, P = 0.0344) were independent predictors for overall survival.

CONCLUSION

The current study provides evidence that adding TRACE to neoadjuvant chemoradiotherapy can improve the pathological remission rate in LARC patients with acceptable toxicity. Given its promising effectiveness and safe profile, incorporating TRACE into the standard treatment strategy for patients with LARC should be considered.

Associations between sleep problems and cardiometabolic risk in maintenance hemodialysis patients: A multicenter study

The incidence of cardiovascular disease is increasing around the world, and it is one of the main causes of death in chronic kidney diseases patients. It is urgent to early identify the factors of cardiometabolic risk. Sleep problems have been recognized as a risk factor for cardiometabolic risk in both healthy people and chronic patients. However, the relationship between sleep problems and cardiometabolic risk has not been clearly explored in hemodialysis patients. This study aimed to investigate the relationship between sleep problems and cardiometabolic risk in 3025 hemodialysis patients by a multicenter study. After adjusting for confounders, binary logistic regression models showed that hemodialysis patients reported sleep duration greater than 7 h were more likely to be with hypertension, hyperglycemia, hypertriglyceridemia, and hypercholesterolemia. Patients reported sleep duration less than 7 h were more likely to be with hypertriglyceridemia and hypercholesterolemia, but the risks of hyperglycemia and Low HDL-cholesterol were decreased. Poor sleep quality was negatively correlated to low HDL cholesterol and hypertriglyceridemia. Moreover, gender-based differences were explained.

Observation of WWγ Production and Search for Hγ Production in Proton-Proton Collisions at sqrt[s]=13 TeV

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.

SGLT2 inhibition, high-density lipoprotein, and kidney function: a mendelian randomization study

BACKGROUND

Sodium-glucose cotransporter 2 (SGLT2) inhibition is recognized for its evident renoprotective benefits in diabetic renal disease. Recent data suggest that SGLT2 inhibition also slows down kidney disease progression and reduces the risk of acute kidney injury, regardless of whether the patient has diabetes or not, but the mechanism behind these observed effects remains elusive. The objective of this study is to utilize a mendelian randomization (MR) methodology to comprehensively examine the influence of metabolites in circulation regarding the impact of SGLT2 inhibition on kidney function.

METHODS

We used a MR study to obtain associations between genetic proxies for SGLT2 inhibition and kidney function. We retrieved the most recent and comprehensive summary statistics from genome-wide association studies (GWAS) that have been previously published and involved kidney function parameters such as estimated glomerular filtration rate (eGFR), urine albumin-to-creatinine ratio (UACR), and albuminuria. Additionally, we included blood metabolite data from 249 biomarkers in the UK Biobank for a more comprehensive analysis. We performed MR analyses to explore the causal relationships between SGLT2 inhibition and kidney function and two-step MR to discover potential mediating metabolites.

RESULTS

The study found that a decrease in HbA1c levels by one standard deviation, which is genetically expected to result in SGLT2 inhibition, was linked to a decreased likelihood of developing type 2 diabetes mellitus (T2DM) (odds ratio [OR] = 0.55 [95% CI 0.35, 0.85], P = 0.007). Meanwhile, SGLT2 inhibition also protects eGFR (β = 0.05 [95% CI 0.03, 0.08], P = 2.45 × 10- 5) and decreased UACR (-0.18 [95% CI -0.33, -0.02], P = 0.025) and albuminuria (-1.07 [95% CI -1.58, -0.57], P = 3.60 × 10- 5). Furthermore, the study found that of the 249 metabolites present in the blood, only one metabolite, specifically the concentration of small high-density lipoprotein (HDL) particles, was significantly correlated with both SGLT2 inhibition and kidney function. This metabolite was found to play a crucial role in mediating the improvement of renal function through the use of SGLT2 inhibition (β = 0.01 [95% CI 0.005, 0.018], P = 0.001), with a mediated proportion of 13.33% (95% CI [5.71%, 26.67%], P = 0.020).

CONCLUSIONS

The findings of this investigation provide evidence in favor of a genetically anticipated biological linkage between the inhibition of SGLT2, the presence of circulating metabolites, and renal function. The findings demonstrate that the protective effect of SGLT2 inhibition on renal function is mostly mediated by HDL particle concentrations in circulating metabolites. These results offer significant theoretical support for both the preservation of renal function and a better comprehension of the mechanisms underlying SGLT2 inhibition.

New Structures in the J/ψJ/ψ Mass Spectrum in Proton-Proton Collisions at sqrt[s]=13 TeV

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.

Estragole Ameliorates CFA Induced Rheumatoid Arthritis Symptoms in Wistar Rats by Inhibiting JAK-2/STAT-3 Pathway

The present study was conducted to scrutinize the pharmacological effect of Estragole (ESG) against CFA-induced arthritis in rats. The rats underwent induction of arthritis using the administration of CFA and after that, the rats were randomly divided into five different groups, where three groups correspond to diverse dosages of ESG, and the other two were control and CFA-arthritic control. Results of the study suggested that ESG in a dose-dependent manner, improves body weight and arthritis score of rats as evidenced by reduction of hind-paw volume. ESG also improved the antioxidant status of rats by reducing MDA levels and enhancing the concentration of endogenous antioxidants SOD and GPx. The level of pro-inflammatory cytokines was also found to be reduced in the case of ESG treated group as compared to CFA-group. In a western blot analysis, ESH showed downregulation of p-JAK-2/STAT-3. The study provided concrete evidence for the protective effect of ESG against rheumatoid arthritis in rats.

RER-YOLO: improved method for surface defect detection of aluminum ingot alloy based on YOLOv5

Aluminum ingot alloy is one of the commonly used materials in industrial production and intelligent manufacturing, whose quality directly affects the performance of aluminum processed products. Therefore, the inspection of surface defects of aluminum ingot alloy is extremely valuable for actual industrial engineering. Aiming at the issues of low detecting precision and the slowly processing rate thatexisted in the traditional target detection methods for aluminum ingot alloy dataset, the YOLOv5-based improvement model RER-YOLO is proposed. Firstly, the aluminum ingot alloy dataset is coped with the image pretreatment methods of rotation, translation, contrast and brightness transformations in a random combination so as to boost the capacity of generalization for model training. Secondly, a multi-scale characteristic extraction network block (Res2Net) is utilized to take the place of the C3 block in the previous YOLOv5 to augment the model's ability that can accurately extract rich features. Finally, an over-parameterization-based re-parameterized convolutional block is utilized in place of the 3×3 convolutional blocks in the Res2Net residual block and baseline model, enlarging the search space of the network and boosting the model's fitting ability while maintaining inference rate. The comparison experimental results demonstrate that the RER-YOLO reaches a mean average precision of 75.1% on the aluminum ingot alloy dataset, which is higher 4.9% than the conventional YOLOv5 and does not increase the inference delay. It also improves the detection accuracy by 12.7% for burr defects, which are fewer in number in the dataset and the defect features are difficult to extract. It can be seen that the presented model in this study has an important reference value towards detecting surface defects in aluminum ingot alloy.

[Radiological assessment of interstitial lung disease: what can lung ultrasound do?]

The use of lung ultrasound in the screening, diagnosis, and evaluation of interstitial lung disease has been relatively well studied, but has not been widely accepted and applied in clinical practice. There are also some differences in the examination methods applied in these studies. This paper summarized the application, advantages, and disadvantages of lung ultrasound in the diagnosis and follow-up of interstitial lung disease by comprehensively reviewing the examination methods, research results and progress of new technologies of lung ultrasound in interstitial lung disease.

Three-dimensional printing technique aids screw insertion into the sustentaculum tali of the internal fixation of intra-articular calcaneal fractures

INTRODUCTION

Treating complex calcaneus fractures remains challenging. This study evaluated the influence of 3D printing and simulation on precision screw insertion into the calcaneus sustentaculum tali (ST).

HYPOTHESIS

3D printing and simulation improve the treatment for calcaneal fracture.

PATIENTS AND METHODS

This retrospective cohort study included 85 patients admitted with 93 Sanders type II-IV intra-articular fractures from January 2015 to June 2020. Multi-slice computed tomography (MSCT) images were used in the conventional group, and MSCT data were used to construct a 3D model of the calcaneus to simulate screw insertion and verify parameter accuracy in the 3D group.

RESULTS

The designed parameters (upward and backward oblique angles and screw-path length) were similar to the actual values in the 3D group (p=0.428,0.287,0.585) but not in the conventional group (p=0.01,0.002,0.023). The Maryland foot functional score, accuracy rate, and average screw number were higher and operative time was shorter in the 3D group (p=0.005,0.007,0.000,0.000).

DISCUSSION

Preoperative simulation using the 3D printing model helped guide the screws into the ST more accurately, lending better-quality treatment for Sanders type II-IV calcaneal fractures.

LEVEL OF PROOF

III; Retrospective case-control study.

Search for Scalar Leptoquarks Produced via τ-Lepton-Quark Scattering in pp Collisions at sqrt[s]=13 TeV

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.

[Establishment and efficiency test of a clinical prediction model of bronchopulmonary dysplasia associated pulmonary hypertension in very premature infants]

Objective: To develop a risk prediction model for identifying bronchopulmonary dysplasia (BPD) associated pulmonary hypertension (PH) in very premature infants. Methods: This was a retrospective cohort study. The clinical data of 626 very premature infants whose gestational age <32 weeks and who suffered from BPD were collected from October 1st, 2015 to December 31st, 2021 of the Seventh Medical Center of the People's Liberation Army General Hospital as a modeling set. The clinical data of 229 very premature infants with BPD of Hunan Children's Hospital from January 1 st, 2020 to December 31st, 2021 were collected as a validation set for external verification. The very premature infants with BPD were divided into PH group and non PH group based on the echocardiogram after 36 weeks' corrected age in the modeling set and validation set, respectively. Univariate analysis was used to compare the basic clinical characteristics between groups, and collinearity exclusion was carried out between variables. The risk factors of BPD associated PH were further screened out by multivariate Logistic regression, and the risk assessment model was established based on these variables. The receiver operating characteristic (ROC) area under curve (AUC) and Hosmer-Lemeshow goodness-of-fit test were used to evaluate the model's discrimination and calibration power, respectively. And the calibration curve was used to evaluate the accuracy of the model and draw the nomogram. The bootstrap repeated sampling method was used for internal verification. Finally, decision curve analysis (DCA) to evaluate the clinical practicability of the model was used. Results: A total of 626 very premature infants with BPD were included for modeling set, including 85 very premature infants in the PH group and 541 very premature infants in the non PH group. A total of 229 very premature infants with BPD were included for validation set, including 24 very premature infants in the PH group and 205 very premature infants in the non PH group. Univariate analysis of the modeling set found that 22 variables, such as artificial conception, fetal distress, gestational age, birth weight, small for gestational age, 1 minute Apgar score ≤7, antenatal corticosteroids, placental abruption, oligohydramnios, multiple pulmonary surfactant, neonatal respiratory distress syndrome (NRDS)>stage Ⅱ, early pulmonary hypertension, moderate-severe BPD, and hemodynamically significant patent ductus arteriosus (hsPDA) all had statistically significant influence between the PH group and the non PH group (all P<0.05). Antenatal corticosteroids, fetal distress, NRDS >stage Ⅱ, hsPDA, pneumonia and days of invasive mechanical ventilation were identified as predictive variables and finally included to establish the Logistic regression model. The AUC of this model was 0.86 (95%CI 0.82-0.90), the cut-off value was 0.17, the sensitivity was 0.77, and the specificity was 0.84. Hosmer-Lemeshow goodness-of-fit test showed that P>0.05. The AUC for external validation was 0.88, and the Hosmer-Lemeshow goodness-of-fit test suggested P>0.05. Conclusions: A high sensitivity and specificity risk prediction model of PBD associated PH in very premature infants was established. This predictive model is useful for early clinical identification of infants at high risk of BPD associated PH.

Phase II clinical trial of neoadjuvant anti-PD-1 (toripalimab) combined with axitinib in resectable mucosal melanoma

BACKGROUND

The outcome of patients with resectable mucosal melanoma is poor. Toripalimab combined with axitinib has shown impressive results in metastatic mucosal melanoma with an objective response rate of 48.3% and a median progression-free survival of 7.5 months in a phase Ib trial. It was hypothesized that this combination administered in the neoadjuvant setting might induce a pathologic response in resectable mucosal melanoma, so we conducted this trial.

PATIENTS AND METHODS

This single-arm phase II trial enrolled patients with resectable mucosal melanoma. Patients received toripalimab 3 mg/kg once every 2 weeks (Q2W) plus axitinib 5 mg two times a day (b.i.d.) for 8 weeks as neoadjuvant therapy, then surgery and adjuvant toripalimab 3 mg/kg Q2W starting 2 ± 1weeks after surgery for 44 weeks. The primary endpoint was the pathologic response rate according to the International Neoadjuvant Melanoma Consortium recommendations.

RESULTS

Between August 2019 and October 2021, 29 patients were enrolled and received treatment, of whom 24 underwent resection. The median follow-up time was 34.2 months (95% confidence interval 20.4-48.0 months). The pathologic response rate was 33.3% (8/24; 4 pathological complete responses and 4 pathological partial responses). The median event-free survival for all patients was 11.1 months (95% confidence interval 5.3-16.9 months). The median overall survival was not reached. Neoadjuvant therapy was tolerable with 8 (27.5%) grade 3-4 treatment-related adverse events and no treatment-related deaths. Tissue samples of 17 patients at baseline and after surgery were collected (5 responders and 12 nonresponders). Multiplex immunohistochemistry demonstrated a significant increase in CD3+ (P = 0.0032) and CD3+CD8+ (P = 0.0038) tumor-infiltrating lymphocytes after neoadjuvant therapy, particularly in pathological responders.

CONCLUSIONS

Neoadjuvant toripalimab combined with axitinib in resectable mucosal melanoma demonstrated a promising pathologic response rate with significantly increased infiltrating CD3+ and CD3+CD8+ T cells after therapy.

ψ(2S) Suppression in Pb-Pb Collisions at the LHC

The production of the ψ(2S) charmonium state was measured with ALICE in Pb-Pb collisions at sqrt[s_{NN}]=5.02  TeV, in the dimuon decay channel. A significant signal was observed for the first time at LHC energies down to zero transverse momentum, at forward rapidity (2.5 Collapse

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Affiliation(s)

S Acharya Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
D Adamová Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
A Adler Johann-Wolfgang-Goethe Universität Frankfurt Institut für Informatik, Fachbereich Informatik und Mathematik, Frankfurt, Germany
G Aglieri Rinella European Organization for Nuclear Research (CERN), Geneva, Switzerland
M Agnello Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
N Agrawal INFN, Sezione di Bologna, Bologna, Italy
Z Ahammed Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
S Ahmad Department of Physics, Aligarh Muslim University, Aligarh, India
S U Ahn Korea Institute of Science and Technology Information, Daejeon, Republic of Korea
I Ahuja Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
A Akindinov Affiliated with an institute covered by a cooperation agreement with CERN
M Al-Turany Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
D Aleksandrov Affiliated with an institute covered by a cooperation agreement with CERN
B Alessandro INFN, Sezione di Torino, Turin, Italy
H M Alfanda Central China Normal University, Wuhan, China
R Alfaro Molina Instituto de Física, Universidad Nacional Autónoma de México, Mexico City, Mexico
B Ali Department of Physics, Aligarh Muslim University, Aligarh, India
A Alici Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
N Alizadehvandchali University of Houston, Houston, Texas, USA
A Alkin European Organization for Nuclear Research (CERN), Geneva, Switzerland
J Alme Department of Physics and Technology, University of Bergen, Bergen, Norway
G Alocco INFN, Sezione di Cagliari, Cagliari, Italy
T Alt Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
I Altsybeev Affiliated with an institute covered by a cooperation agreement with CERN
M N Anaam Central China Normal University, Wuhan, China
C Andrei Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
A Andronic Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
V Anguelov Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
F Antinori INFN, Sezione di Padova, Padova, Italy
P Antonioli INFN, Sezione di Bologna, Bologna, Italy
N Apadula Lawrence Berkeley National Laboratory, Berkeley, California, USA
L Aphecetche SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
H Appelshäuser Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
C Arata Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
S Arcelli Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
M Aresti INFN, Sezione di Cagliari, Cagliari, Italy
R Arnaldi INFN, Sezione di Torino, Turin, Italy
I C Arsene Department of Physics, University of Oslo, Oslo, Norway
M Arslandok Yale University, New Haven, Connecticut, USA
A Augustinus European Organization for Nuclear Research (CERN), Geneva, Switzerland
R Averbeck Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
M D Azmi Department of Physics, Aligarh Muslim University, Aligarh, India
A Badalà INFN, Sezione di Catania, Catania, Italy
J Bae Sungkyunkwan University, Suwon City, Republic of Korea
Y W Baek Gangneung-Wonju National University, Gangneung, Republic of Korea
X Bai University of Science and Technology of China, Hefei, China
R Bailhache Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
Y Bailung Indian Institute of Technology Indore, Indore, India
A Balbino Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
A Baldisseri Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
B Balis AGH University of Science and Technology, Cracow, Poland
D Banerjee Bose Institute, Department of Physics, and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
Z Banoo Physics Department, University of Jammu, Jammu, India
R Barbera Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Catania, Italy
F Barile Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
L Barioglio Physik Department, Technische Universität München, Munich, Germany
M Barlou National and Kapodistrian University of Athens, School of Science, Department of Physics, Athens, Greece
G G Barnaföldi Wigner Research Centre for Physics, Budapest, Hungary
L S Barnby Nuclear Physics Group, STFC Daresbury Laboratory, Daresbury, United Kingdom
V Barret Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
L Barreto Universidade de São Paulo (USP), São Paulo, Brazil
C Bartels University of Liverpool, Liverpool, United Kingdom
K Barth European Organization for Nuclear Research (CERN), Geneva, Switzerland
E Bartsch Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
F Baruffaldi Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
N Bastid Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
S Basu Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
G Batigne SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
D Battistini Physik Department, Technische Universität München, Munich, Germany
B Batyunya Affiliated with an international laboratory covered by a cooperation agreement with CERN
D Bauri Indian Institute of Technology Bombay (IIT), Mumbai, India
J L Bazo Alba Sección Física, Departamento de Ciencias, Pontificia Universidad Católica del Perú, Lima, Peru
I G Bearden Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
C Beattie Yale University, New Haven, Connecticut, USA
P Becht Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
D Behera Indian Institute of Technology Indore, Indore, India
I Belikov Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
A D C Bell Hechavarria Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
F Bellini Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
R Bellwied University of Houston, Houston, Texas, USA
S Belokurova Affiliated with an institute covered by a cooperation agreement with CERN
V Belyaev Affiliated with an institute covered by a cooperation agreement with CERN
G Bencedi Wigner Research Centre for Physics, Budapest, Hungary
S Beole Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
A Bercuci Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
Y Berdnikov Affiliated with an institute covered by a cooperation agreement with CERN
A Berdnikova Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
L Bergmann Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
M G Besoiu Institute of Space Science (ISS), Bucharest, Romania
L Betev European Organization for Nuclear Research (CERN), Geneva, Switzerland
P P Bhaduri Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
A Bhasin Physics Department, University of Jammu, Jammu, India
M A Bhat Bose Institute, Department of Physics, and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
B Bhattacharjee Gauhati University, Department of Physics, Guwahati, India
L Bianchi Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
N Bianchi INFN, Laboratori Nazionali di Frascati, Frascati, Italy
J Bielčík Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
J Bielčíková Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
J Biernat The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
A P Bigot Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
A Bilandzic Physik Department, Technische Universität München, Munich, Germany
G Biro Wigner Research Centre for Physics, Budapest, Hungary
S Biswas Bose Institute, Department of Physics, and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
N Bize SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
J T Blair The University of Texas at Austin, Austin, Texas, USA
D Blau Affiliated with an institute covered by a cooperation agreement with CERN
M B Blidaru Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
N Bluhme Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
C Blume Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
G Boca Dipartimento di Fisica, Università di Pavia, Pavia, Italy INFN, Sezione di Pavia, Pavia, Italy
F Bock Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
T Bodova Department of Physics and Technology, University of Bergen, Bergen, Norway
A Bogdanov Affiliated with an institute covered by a cooperation agreement with CERN
S Boi Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
J Bok Inha University, Incheon, Republic of Korea
L Boldizsár Wigner Research Centre for Physics, Budapest, Hungary
A Bolozdynya Affiliated with an institute covered by a cooperation agreement with CERN
M Bombara Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
P M Bond European Organization for Nuclear Research (CERN), Geneva, Switzerland
G Bonomi INFN, Sezione di Pavia, Pavia, Italy Università di Brescia, Brescia, Italy
H Borel Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
A Borissov Affiliated with an institute covered by a cooperation agreement with CERN
A G Borquez Carcamo Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
H Bossi Yale University, New Haven, Connecticut, USA
E Botta Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
Y E M Bouziani Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
L Bratrud Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
P Braun-Munzinger Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
M Bregant Universidade de São Paulo (USP), São Paulo, Brazil
M Broz Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
G E Bruno Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy Politecnico di Bari and Sezione INFN, Bari, Italy
D Budnikov Affiliated with an institute covered by a cooperation agreement with CERN
H Buesching Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
S Bufalino Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
O Bugnon SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
P Buhler Stefan Meyer Institut für Subatomare Physik (SMI), Vienna, Austria
Z Buthelezi iThemba LABS, National Research Foundation, Somerset West, South Africa University of the Witwatersrand, Johannesburg, South Africa
S A Bysiak The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
M Cai Central China Normal University, Wuhan, China
H Caines Yale University, New Haven, Connecticut, USA
A Caliva Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
E Calvo Villar Sección Física, Departamento de Ciencias, Pontificia Universidad Católica del Perú, Lima, Peru
J M M Camacho Universidad Autónoma de Sinaloa, Culiacan, Mexico
P Camerini Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
F D M Canedo Universidade de São Paulo (USP), São Paulo, Brazil
M Carabas University Politehnica of Bucharest, Bucharest, Romania
A A Carballo European Organization for Nuclear Research (CERN), Geneva, Switzerland
F Carnesecchi European Organization for Nuclear Research (CERN), Geneva, Switzerland
R Caron Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
J Castillo Castellanos Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
F Catalano Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
C Ceballos Sanchez Affiliated with an international laboratory covered by a cooperation agreement with CERN
I Chakaberia Lawrence Berkeley National Laboratory, Berkeley, California, USA
P Chakraborty Indian Institute of Technology Bombay (IIT), Mumbai, India
S Chandra Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
S Chapeland European Organization for Nuclear Research (CERN), Geneva, Switzerland
M Chartier University of Liverpool, Liverpool, United Kingdom
S Chattopadhyay Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
S Chattopadhyay Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
T G Chavez High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
T Cheng Central China Normal University, Wuhan, China Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
C Cheshkov Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
B Cheynis Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
V Chibante Barroso European Organization for Nuclear Research (CERN), Geneva, Switzerland
D D Chinellato Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil
E S Chizzali Physik Department, Technische Universität München, Munich, Germany
J Cho Inha University, Incheon, Republic of Korea
S Cho Inha University, Incheon, Republic of Korea
P Chochula European Organization for Nuclear Research (CERN), Geneva, Switzerland
P Christakoglou Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
C H Christensen Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
P Christiansen Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
T Chujo University of Tsukuba, Tsukuba, Japan
M Ciacco Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
C Cicalo INFN, Sezione di Cagliari, Cagliari, Italy
F Cindolo INFN, Sezione di Bologna, Bologna, Italy
M R Ciupek Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
G Clai INFN, Sezione di Bologna, Bologna, Italy
F Colamaria INFN, Sezione di Bari, Bari, Italy
J S Colburn School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
D Colella Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy Politecnico di Bari and Sezione INFN, Bari, Italy
M Colocci European Organization for Nuclear Research (CERN), Geneva, Switzerland
M Concas INFN, Sezione di Torino, Turin, Italy
G Conesa Balbastre Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
Z Conesa Del Valle Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
G Contin Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
J G Contreras Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
M L Coquet Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
T M Cormier Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
P Cortese INFN, Sezione di Torino, Turin, Italy Università del Piemonte Orientale, Vercelli, Italy
M R Cosentino Universidade Federal do ABC, Santo Andre, Brazil
F Costa European Organization for Nuclear Research (CERN), Geneva, Switzerland
S Costanza Dipartimento di Fisica, Università di Pavia, Pavia, Italy INFN, Sezione di Pavia, Pavia, Italy
J Crkovská Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
P Crochet Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
R Cruz-Torres Lawrence Berkeley National Laboratory, Berkeley, California, USA
E Cuautle Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
P Cui Central China Normal University, Wuhan, China
A Dainese INFN, Sezione di Padova, Padova, Italy
M C Danisch Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
A Danu Institute of Space Science (ISS), Bucharest, Romania
P Das National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
P Das Bose Institute, Department of Physics, and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
S Das Bose Institute, Department of Physics, and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
A R Dash Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
S Dash Indian Institute of Technology Bombay (IIT), Mumbai, India
A De Caro Dipartimento di Fisica 'E.R. Caianiello' dell' Università and Gruppo Collegato INFN, Salerno, Italy
G de Cataldo INFN, Sezione di Bari, Bari, Italy
J de Cuveland Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
A De Falco Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
D De Gruttola Dipartimento di Fisica 'E.R. Caianiello' dell' Università and Gruppo Collegato INFN, Salerno, Italy
N De Marco INFN, Sezione di Torino, Turin, Italy
C De Martin Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
S De Pasquale Dipartimento di Fisica 'E.R. Caianiello' dell' Università and Gruppo Collegato INFN, Salerno, Italy
S Deb Indian Institute of Technology Indore, Indore, India
R J Debski AGH University of Science and Technology, Cracow, Poland
K R Deja Warsaw University of Technology, Warsaw, Poland
R Del Grande Physik Department, Technische Universität München, Munich, Germany
L Dello Stritto Dipartimento di Fisica 'E.R. Caianiello' dell' Università and Gruppo Collegato INFN, Salerno, Italy
W Deng Central China Normal University, Wuhan, China
P Dhankher Department of Physics, University of California, Berkeley, California, USA
D Di Bari Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
A Di Mauro European Organization for Nuclear Research (CERN), Geneva, Switzerland
R A Diaz Centro de Aplicaciones Tecnológicas y Desarrollo Nuclear (CEADEN), Havana, Cuba Affiliated with an international laboratory covered by a cooperation agreement with CERN
T Dietel University of Cape Town, Cape Town, South Africa
Y Ding Central China Normal University, Wuhan, China Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
R Divià European Organization for Nuclear Research (CERN), Geneva, Switzerland
D U Dixit Department of Physics, University of California, Berkeley, California, USA
Ø Djuvsland Department of Physics and Technology, University of Bergen, Bergen, Norway
U Dmitrieva Affiliated with an institute covered by a cooperation agreement with CERN
A Dobrin Institute of Space Science (ISS), Bucharest, Romania
B Dönigus Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
J M Dubinski Warsaw University of Technology, Warsaw, Poland
A Dubla Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
S Dudi Physics Department, Panjab University, Chandigarh, India
P Dupieux Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
M Durkac Technical University of Košice, Košice, Slovak Republic
N Dzalaiova Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
T M Eder Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
R J Ehlers Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
V N Eikeland Department of Physics and Technology, University of Bergen, Bergen, Norway
F Eisenhut Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
D Elia INFN, Sezione di Bari, Bari, Italy
B Erazmus SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
F Ercolessi Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
F Erhardt Physics department, Faculty of science, University of Zagreb, Zagreb, Croatia
M R Ersdal Department of Physics and Technology, University of Bergen, Bergen, Norway
B Espagnon Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
G Eulisse European Organization for Nuclear Research (CERN), Geneva, Switzerland
D Evans School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
S Evdokimov Affiliated with an institute covered by a cooperation agreement with CERN
L Fabbietti Physik Department, Technische Universität München, Munich, Germany
M Faggin Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
J Faivre Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
F Fan Central China Normal University, Wuhan, China
W Fan Lawrence Berkeley National Laboratory, Berkeley, California, USA
A Fantoni INFN, Laboratori Nazionali di Frascati, Frascati, Italy
M Fasel Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
P Fecchio Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
A Feliciello INFN, Sezione di Torino, Turin, Italy
G Feofilov Affiliated with an institute covered by a cooperation agreement with CERN
A Fernández Téllez High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
L Ferrandi Universidade de São Paulo (USP), São Paulo, Brazil
M B Ferrer European Organization for Nuclear Research (CERN), Geneva, Switzerland
A Ferrero Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
C Ferrero INFN, Sezione di Torino, Turin, Italy
A Ferretti Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
V J G Feuillard Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
V Filova Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
D Finogeev Affiliated with an institute covered by a cooperation agreement with CERN
F M Fionda INFN, Sezione di Cagliari, Cagliari, Italy
F Flor University of Houston, Houston, Texas, USA
A N Flores The University of Texas at Austin, Austin, Texas, USA
S Foertsch iThemba LABS, National Research Foundation, Somerset West, South Africa
I Fokin Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
S Fokin Affiliated with an institute covered by a cooperation agreement with CERN
E Fragiacomo INFN, Sezione di Trieste, Trieste, Italy
E Frajna Wigner Research Centre for Physics, Budapest, Hungary
U Fuchs European Organization for Nuclear Research (CERN), Geneva, Switzerland
N Funicello Dipartimento di Fisica 'E.R. Caianiello' dell' Università and Gruppo Collegato INFN, Salerno, Italy
C Furget Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
A Furs Affiliated with an institute covered by a cooperation agreement with CERN
T Fusayasu Saga University, Saga, Japan
J J Gaardhøje Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
M Gagliardi Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
A M Gago Sección Física, Departamento de Ciencias, Pontificia Universidad Católica del Perú, Lima, Peru
C D Galvan Universidad Autónoma de Sinaloa, Culiacan, Mexico
D R Gangadharan University of Houston, Houston, Texas, USA
P Ganoti National and Kapodistrian University of Athens, School of Science, Department of Physics, Athens, Greece
C Garabatos Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
J R A Garcia High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
E Garcia-Solis Chicago State University, Chicago, Illinois, USA
K Garg SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
C Gargiulo European Organization for Nuclear Research (CERN), Geneva, Switzerland
A Garibli National Nuclear Research Center, Baku, Azerbaijan
K Garner Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
P Gasik Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
A Gautam University of Kansas, Lawrence, Kansas, USA
M B Gay Ducati Instituto de Física, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
M Germain SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
C Ghosh Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
M Giacalone Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
P Giubellino INFN, Sezione di Torino, Turin, Italy Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
P Giubilato Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
A M C Glaenzer Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
P Glässel Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
E Glimos University of Tennessee, Knoxville, Tennessee, USA
D J Q Goh Nagasaki Institute of Applied Science, Nagasaki, Japan
V Gonzalez Wayne State University, Detroit, Michigan, USA
L H González-Trueba Instituto de Física, Universidad Nacional Autónoma de México, Mexico City, Mexico
M Gorgon AGH University of Science and Technology, Cracow, Poland
S Gotovac Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia
V Grabski Instituto de Física, Universidad Nacional Autónoma de México, Mexico City, Mexico
L K Graczykowski Warsaw University of Technology, Warsaw, Poland
E Grecka Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
A Grelli Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
C Grigoras European Organization for Nuclear Research (CERN), Geneva, Switzerland
V Grigoriev Affiliated with an institute covered by a cooperation agreement with CERN
S Grigoryan A.I. Alikhanyan National Science Laboratory (Yerevan Physics Institute) Foundation, Yerevan, Armenia Affiliated with an international laboratory covered by a cooperation agreement with CERN
F Grosa European Organization for Nuclear Research (CERN), Geneva, Switzerland
J F Grosse-Oetringhaus European Organization for Nuclear Research (CERN), Geneva, Switzerland
R Grosso Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
D Grund Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
G G Guardiano Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil
R Guernane Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
M Guilbaud SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
K Gulbrandsen Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
T Gundem Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
T Gunji University of Tokyo, Tokyo, Japan
W Guo Central China Normal University, Wuhan, China
A Gupta Physics Department, University of Jammu, Jammu, India
R Gupta Physics Department, University of Jammu, Jammu, India
S P Guzman High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
L Gyulai Wigner Research Centre for Physics, Budapest, Hungary
M K Habib Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
C Hadjidakis Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
F U Haider Physics Department, University of Jammu, Jammu, India
H Hamagaki Nagasaki Institute of Applied Science, Nagasaki, Japan
A Hamdi Lawrence Berkeley National Laboratory, Berkeley, California, USA
M Hamid Central China Normal University, Wuhan, China
Y Han Yonsei University, Seoul, Republic of Korea
R Hannigan The University of Texas at Austin, Austin, Texas, USA
M R Haque Warsaw University of Technology, Warsaw, Poland
J W Harris Yale University, New Haven, Connecticut, USA
A Harton Chicago State University, Chicago, Illinois, USA
H Hassan Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
D Hatzifotiadou INFN, Sezione di Bologna, Bologna, Italy
P Hauer Helmholtz-Institut für Strahlen- und Kernphysik, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
L B Havener Yale University, New Haven, Connecticut, USA
S T Heckel Physik Department, Technische Universität München, Munich, Germany
E Hellbär Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
H Helstrup Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
M Hemmer Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
T Herman Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
G Herrera Corral Centro de Investigación y de Estudios Avanzados (CINVESTAV), Mexico City and Merida, Mexico
F Herrmann Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
S Herrmann Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
K F Hetland Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
B Heybeck Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
H Hillemanns European Organization for Nuclear Research (CERN), Geneva, Switzerland
C Hills University of Liverpool, Liverpool, United Kingdom
B Hippolyte Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
B Hofman Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
B Hohlweger Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
G H Hong Yonsei University, Seoul, Republic of Korea
M Horst Physik Department, Technische Universität München, Munich, Germany
A Horzyk AGH University of Science and Technology, Cracow, Poland
R Hosokawa Creighton University, Omaha, Nebraska, USA
Y Hou Central China Normal University, Wuhan, China
P Hristov European Organization for Nuclear Research (CERN), Geneva, Switzerland
C Hughes University of Tennessee, Knoxville, Tennessee, USA
P Huhn Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
L M Huhta University of Jyväskylä, Jyväskylä, Finland
C V Hulse Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
T J Humanic Ohio State University, Columbus, Ohio, USA
H Hushnud Department of Physics, Aligarh Muslim University, Aligarh, India Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
A Hutson University of Houston, Houston, Texas, USA
D Hutter Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
J P Iddon University of Liverpool, Liverpool, United Kingdom
R Ilkaev Affiliated with an institute covered by a cooperation agreement with CERN
H Ilyas COMSATS University Islamabad, Islamabad, Pakistan
M Inaba University of Tsukuba, Tsukuba, Japan
G M Innocenti European Organization for Nuclear Research (CERN), Geneva, Switzerland
M Ippolitov Affiliated with an institute covered by a cooperation agreement with CERN
A Isakov Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
T Isidori University of Kansas, Lawrence, Kansas, USA
M S Islam Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
M Ivanov Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
M Ivanov Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
V Ivanov Affiliated with an institute covered by a cooperation agreement with CERN
M Jablonski AGH University of Science and Technology, Cracow, Poland
B Jacak Lawrence Berkeley National Laboratory, Berkeley, California, USA
N Jacazio European Organization for Nuclear Research (CERN), Geneva, Switzerland
P M Jacobs Lawrence Berkeley National Laboratory, Berkeley, California, USA
S Jadlovska Technical University of Košice, Košice, Slovak Republic
J Jadlovsky Technical University of Košice, Košice, Slovak Republic
S Jaelani National Research and Innovation Agency - BRIN, Jakarta, Indonesia
L Jaffe Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
C Jahnke Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil
M J Jakubowska Warsaw University of Technology, Warsaw, Poland
M A Janik Warsaw University of Technology, Warsaw, Poland
T Janson Johann-Wolfgang-Goethe Universität Frankfurt Institut für Informatik, Fachbereich Informatik und Mathematik, Frankfurt, Germany
M Jercic Physics department, Faculty of science, University of Zagreb, Zagreb, Croatia
S Jia China Institute of Atomic Energy, Beijing, China
A A P Jimenez Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
F Jonas Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
J M Jowett European Organization for Nuclear Research (CERN), Geneva, Switzerland Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
J Jung Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
M Jung Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
A Junique European Organization for Nuclear Research (CERN), Geneva, Switzerland
A Jusko School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
M J Kabus European Organization for Nuclear Research (CERN), Geneva, Switzerland Warsaw University of Technology, Warsaw, Poland
J Kaewjai Suranaree University of Technology, Nakhon Ratchasima, Thailand
P Kalinak Institute of Experimental Physics, Slovak Academy of Sciences, Košice, Slovak Republic
A S Kalteyer Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
A Kalweit European Organization for Nuclear Research (CERN), Geneva, Switzerland
V Kaplin Affiliated with an institute covered by a cooperation agreement with CERN
A Karasu Uysal KTO Karatay University, Konya, Turkey
D Karatovic Physics department, Faculty of science, University of Zagreb, Zagreb, Croatia
O Karavichev Affiliated with an institute covered by a cooperation agreement with CERN
T Karavicheva Affiliated with an institute covered by a cooperation agreement with CERN
P Karczmarczyk Warsaw University of Technology, Warsaw, Poland
E Karpechev Affiliated with an institute covered by a cooperation agreement with CERN
U Kebschull Johann-Wolfgang-Goethe Universität Frankfurt Institut für Informatik, Fachbereich Informatik und Mathematik, Frankfurt, Germany
R Keidel Zentrum für Technologie und Transfer (ZTT), Worms, Germany
D L D Keijdener Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
M Keil European Organization for Nuclear Research (CERN), Geneva, Switzerland
B Ketzer Helmholtz-Institut für Strahlen- und Kernphysik, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
A M Khan Central China Normal University, Wuhan, China
S Khan Department of Physics, Aligarh Muslim University, Aligarh, India
A Khanzadeev Affiliated with an institute covered by a cooperation agreement with CERN
Y Kharlov Affiliated with an institute covered by a cooperation agreement with CERN
A Khatun Department of Physics, Aligarh Muslim University, Aligarh, India University of Kansas, Lawrence, Kansas, USA
A Khuntia The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
M B Kidson University of Cape Town, Cape Town, South Africa
B Kileng Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
B Kim Department of Physics, Pusan National University, Pusan, Republic of Korea
C Kim Department of Physics, Pusan National University, Pusan, Republic of Korea
D J Kim University of Jyväskylä, Jyväskylä, Finland
E J Kim Jeonbuk National University, Jeonju, Republic of Korea
J Kim Yonsei University, Seoul, Republic of Korea
J S Kim Gangneung-Wonju National University, Gangneung, Republic of Korea
J Kim Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
J Kim Jeonbuk National University, Jeonju, Republic of Korea
M Kim Department of Physics, University of California, Berkeley, California, USA Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
S Kim Department of Physics, Sejong University, Seoul, Republic of Korea
T Kim Yonsei University, Seoul, Republic of Korea
K Kimura Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
S Kirsch Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
I Kisel Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
S Kiselev Affiliated with an institute covered by a cooperation agreement with CERN
A Kisiel Warsaw University of Technology, Warsaw, Poland
J P Kitowski AGH University of Science and Technology, Cracow, Poland
J L Klay California Polytechnic State University, San Luis Obispo, California, USA
J Klein European Organization for Nuclear Research (CERN), Geneva, Switzerland
S Klein Lawrence Berkeley National Laboratory, Berkeley, California, USA
C Klein-Bösing Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
M Kleiner Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
T Klemenz Physik Department, Technische Universität München, Munich, Germany
A Kluge European Organization for Nuclear Research (CERN), Geneva, Switzerland
A G Knospe University of Houston, Houston, Texas, USA
C Kobdaj Suranaree University of Technology, Nakhon Ratchasima, Thailand
T Kollegger Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
A Kondratyev Affiliated with an international laboratory covered by a cooperation agreement with CERN
E Kondratyuk Affiliated with an institute covered by a cooperation agreement with CERN
J Konig Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
S A Konigstorfer Physik Department, Technische Universität München, Munich, Germany
P J Konopka European Organization for Nuclear Research (CERN), Geneva, Switzerland
G Kornakov Warsaw University of Technology, Warsaw, Poland
S D Koryciak AGH University of Science and Technology, Cracow, Poland
A Kotliarov Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
V Kovalenko Affiliated with an institute covered by a cooperation agreement with CERN
M Kowalski The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
V Kozhuharov Faculty of Physics, Sofia University, Sofia, Bulgaria
I Králik Institute of Experimental Physics, Slovak Academy of Sciences, Košice, Slovak Republic
A Kravčáková Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
L Kreis Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
M Krivda Institute of Experimental Physics, Slovak Academy of Sciences, Košice, Slovak Republic School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
F Krizek Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
K Krizkova Gajdosova Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
M Kroesen Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
M Krüger Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
D M Krupova Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
E Kryshen Affiliated with an institute covered by a cooperation agreement with CERN
V Kučera European Organization for Nuclear Research (CERN), Geneva, Switzerland
C Kuhn Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
P G Kuijer Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
T Kumaoka University of Tsukuba, Tsukuba, Japan
D Kumar Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
L Kumar Physics Department, Panjab University, Chandigarh, India
N Kumar Physics Department, Panjab University, Chandigarh, India
S Kumar Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
S Kundu European Organization for Nuclear Research (CERN), Geneva, Switzerland
P Kurashvili National Centre for Nuclear Research, Warsaw, Poland
A Kurepin Affiliated with an institute covered by a cooperation agreement with CERN
A B Kurepin Affiliated with an institute covered by a cooperation agreement with CERN
A Kuryakin Affiliated with an institute covered by a cooperation agreement with CERN
S Kushpil Nuclear Physics Institute of the Czech Academy of Sciences, Husinec-Řež, Czech Republic
J Kvapil School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
M J Kweon Inha University, Incheon, Republic of Korea
J Y Kwon Inha University, Incheon, Republic of Korea
Y Kwon Yonsei University, Seoul, Republic of Korea
S L La Pointe Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
P La Rocca Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Catania, Italy
Y S Lai Lawrence Berkeley National Laboratory, Berkeley, California, USA
A Lakrathok Suranaree University of Technology, Nakhon Ratchasima, Thailand
M Lamanna European Organization for Nuclear Research (CERN), Geneva, Switzerland
R Langoy University of South-Eastern Norway, Kongsberg, Norway
P Larionov European Organization for Nuclear Research (CERN), Geneva, Switzerland
E Laudi European Organization for Nuclear Research (CERN), Geneva, Switzerland
L Lautner European Organization for Nuclear Research (CERN), Geneva, Switzerland Physik Department, Technische Universität München, Munich, Germany
R Lavicka Stefan Meyer Institut für Subatomare Physik (SMI), Vienna, Austria
T Lazareva Affiliated with an institute covered by a cooperation agreement with CERN
R Lea INFN, Sezione di Pavia, Pavia, Italy Università di Brescia, Brescia, Italy
H Lee Sungkyunkwan University, Suwon City, Republic of Korea
G Legras Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
J Lehrbach Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
R C Lemmon Nuclear Physics Group, STFC Daresbury Laboratory, Daresbury, United Kingdom
I León Monzón Universidad Autónoma de Sinaloa, Culiacan, Mexico
M M Lesch Physik Department, Technische Universität München, Munich, Germany
E D Lesser Department of Physics, University of California, Berkeley, California, USA
M Lettrich Physik Department, Technische Universität München, Munich, Germany
P Lévai Wigner Research Centre for Physics, Budapest, Hungary
X Li China Institute of Atomic Energy, Beijing, China
X L Li Central China Normal University, Wuhan, China
J Lien University of South-Eastern Norway, Kongsberg, Norway
R Lietava School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
B Lim Department of Physics, Pusan National University, Pusan, Republic of Korea Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
S H Lim Department of Physics, Pusan National University, Pusan, Republic of Korea
V Lindenstruth Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
A Lindner Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
C Lippmann Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
A Liu Department of Physics, University of California, Berkeley, California, USA
D H Liu Central China Normal University, Wuhan, China
J Liu University of Liverpool, Liverpool, United Kingdom
I M Lofnes Department of Physics and Technology, University of Bergen, Bergen, Norway
C Loizides Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
S Lokos The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
P Loncar Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia
J A Lopez Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
X Lopez Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
E López Torres Centro de Aplicaciones Tecnológicas y Desarrollo Nuclear (CEADEN), Havana, Cuba
P Lu Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany University of Science and Technology of China, Hefei, China
J R Luhder Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
M Lunardon Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
G Luparello INFN, Sezione di Trieste, Trieste, Italy
Y G Ma Fudan University, Shanghai, China
A Maevskaya Affiliated with an institute covered by a cooperation agreement with CERN
M Mager European Organization for Nuclear Research (CERN), Geneva, Switzerland
T Mahmoud Helmholtz-Institut für Strahlen- und Kernphysik, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
A Maire Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
M V Makariev Faculty of Physics, Sofia University, Sofia, Bulgaria
M Malaev Affiliated with an institute covered by a cooperation agreement with CERN
G Malfattore Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
N M Malik Physics Department, University of Jammu, Jammu, India
Q W Malik Department of Physics, University of Oslo, Oslo, Norway
S K Malik Physics Department, University of Jammu, Jammu, India
L Malinina Affiliated with an international laboratory covered by a cooperation agreement with CERN
D Mal'Kevich Affiliated with an institute covered by a cooperation agreement with CERN
D Mallick National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
N Mallick Indian Institute of Technology Indore, Indore, India
G Mandaglio Dipartimento di Scienze MIFT, Università di Messina, Messina, Italy INFN, Sezione di Catania, Catania, Italy
V Manko Affiliated with an institute covered by a cooperation agreement with CERN
F Manso Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
V Manzari INFN, Sezione di Bari, Bari, Italy
Y Mao Central China Normal University, Wuhan, China
G V Margagliotti Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
A Margotti INFN, Sezione di Bologna, Bologna, Italy
A Marín Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
C Markert The University of Texas at Austin, Austin, Texas, USA
P Martinengo European Organization for Nuclear Research (CERN), Geneva, Switzerland
J L Martinez University of Houston, Houston, Texas, USA
M I Martínez High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
G Martínez García SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
S Masciocchi Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
M Masera Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
A Masoni INFN, Sezione di Cagliari, Cagliari, Italy
L Massacrier Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
A Mastroserio INFN, Sezione di Bari, Bari, Italy Università degli Studi di Foggia, Foggia, Italy
A M Mathis Physik Department, Technische Universität München, Munich, Germany
O Matonoha Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
P F T Matuoka Universidade de São Paulo (USP), São Paulo, Brazil
A Matyja The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
C Mayer The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
A L Mazuecos European Organization for Nuclear Research (CERN), Geneva, Switzerland
F Mazzaschi Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
M Mazzilli European Organization for Nuclear Research (CERN), Geneva, Switzerland
J E Mdhluli University of the Witwatersrand, Johannesburg, South Africa
A F Mechler Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
Y Melikyan Helsinki Institute of Physics (HIP), Helsinki, Finland Affiliated with an institute covered by a cooperation agreement with CERN
A Menchaca-Rocha Instituto de Física, Universidad Nacional Autónoma de México, Mexico City, Mexico
E Meninno Dipartimento di Fisica 'E.R. Caianiello' dell' Università and Gruppo Collegato INFN, Salerno, Italy Stefan Meyer Institut für Subatomare Physik (SMI), Vienna, Austria
A S Menon University of Houston, Houston, Texas, USA
M Meres Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
S Mhlanga iThemba LABS, National Research Foundation, Somerset West, South Africa University of Cape Town, Cape Town, South Africa
Y Miake University of Tsukuba, Tsukuba, Japan
L Micheletti INFN, Sezione di Torino, Turin, Italy
L C Migliorin Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
D L Mihaylov Physik Department, Technische Universität München, Munich, Germany
K Mikhaylov Affiliated with an institute covered by a cooperation agreement with CERN Affiliated with an international laboratory covered by a cooperation agreement with CERN
A N Mishra Wigner Research Centre for Physics, Budapest, Hungary
D Miśkowiec Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
A Modak Bose Institute, Department of Physics, and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
A P Mohanty Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
B Mohanty National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
M Mohisin Khan Department of Physics, Aligarh Muslim University, Aligarh, India
M A Molander Helsinki Institute of Physics (HIP), Helsinki, Finland
Z Moravcova Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
C Mordasini Physik Department, Technische Universität München, Munich, Germany
D A Moreira De Godoy Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
I Morozov Affiliated with an institute covered by a cooperation agreement with CERN
A Morsch European Organization for Nuclear Research (CERN), Geneva, Switzerland
T Mrnjavac European Organization for Nuclear Research (CERN), Geneva, Switzerland
V Muccifora INFN, Laboratori Nazionali di Frascati, Frascati, Italy
S Muhuri Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
J D Mulligan Lawrence Berkeley National Laboratory, Berkeley, California, USA
A Mulliri Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
M G Munhoz Universidade de São Paulo (USP), São Paulo, Brazil
R H Munzer Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
H Murakami University of Tokyo, Tokyo, Japan
S Murray University of Cape Town, Cape Town, South Africa
L Musa European Organization for Nuclear Research (CERN), Geneva, Switzerland
J Musinsky Institute of Experimental Physics, Slovak Academy of Sciences, Košice, Slovak Republic
J W Myrcha Warsaw University of Technology, Warsaw, Poland
B Naik University of the Witwatersrand, Johannesburg, South Africa
A I Nambrath Department of Physics, University of California, Berkeley, California, USA
B K Nandi Indian Institute of Technology Bombay (IIT), Mumbai, India
R Nania INFN, Sezione di Bologna, Bologna, Italy
E Nappi INFN, Sezione di Bari, Bari, Italy
A F Nassirpour Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
A Nath Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
C Nattrass University of Tennessee, Knoxville, Tennessee, USA
M N Naydenov Faculty of Physics, Sofia University, Sofia, Bulgaria
A Neagu Department of Physics, University of Oslo, Oslo, Norway
A Negru University Politehnica of Bucharest, Bucharest, Romania
L Nellen Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
S V Nesbo Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
G Neskovic Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
D Nesterov Affiliated with an institute covered by a cooperation agreement with CERN
B S Nielsen Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
E G Nielsen Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
S Nikolaev Affiliated with an institute covered by a cooperation agreement with CERN
S Nikulin Affiliated with an institute covered by a cooperation agreement with CERN
V Nikulin Affiliated with an institute covered by a cooperation agreement with CERN
F Noferini INFN, Sezione di Bologna, Bologna, Italy
S Noh Chungbuk National University, Cheongju, Republic of Korea
P Nomokonov Affiliated with an international laboratory covered by a cooperation agreement with CERN
J Norman University of Liverpool, Liverpool, United Kingdom
N Novitzky University of Tsukuba, Tsukuba, Japan
P Nowakowski Warsaw University of Technology, Warsaw, Poland
A Nyanin Affiliated with an institute covered by a cooperation agreement with CERN
J Nystrand Department of Physics and Technology, University of Bergen, Bergen, Norway
M Ogino Nagasaki Institute of Applied Science, Nagasaki, Japan
A Ohlson Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
V A Okorokov Affiliated with an institute covered by a cooperation agreement with CERN
J Oleniacz Warsaw University of Technology, Warsaw, Poland
A C Oliveira Da Silva University of Tennessee, Knoxville, Tennessee, USA
M H Oliver Yale University, New Haven, Connecticut, USA
A Onnerstad University of Jyväskylä, Jyväskylä, Finland
C Oppedisano INFN, Sezione di Torino, Turin, Italy
A Ortiz Velasquez Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
J Otwinowski The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
M Oya Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
K Oyama Nagasaki Institute of Applied Science, Nagasaki, Japan
Y Pachmayer Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
S Padhan Indian Institute of Technology Bombay (IIT), Mumbai, India
D Pagano INFN, Sezione di Pavia, Pavia, Italy Università di Brescia, Brescia, Italy
G Paić Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
A Palasciano INFN, Sezione di Bari, Bari, Italy
S Panebianco Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
H Park University of Tsukuba, Tsukuba, Japan
H Park Sungkyunkwan University, Suwon City, Republic of Korea
J Park Inha University, Incheon, Republic of Korea
J E Parkkila European Organization for Nuclear Research (CERN), Geneva, Switzerland
R N Patra Physics Department, University of Jammu, Jammu, India
B Paul Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
H Pei Central China Normal University, Wuhan, China
T Peitzmann Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
X Peng Central China Normal University, Wuhan, China
M Pennisi Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
L G Pereira Instituto de Física, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
D Peresunko Affiliated with an institute covered by a cooperation agreement with CERN
G M Perez Centro de Aplicaciones Tecnológicas y Desarrollo Nuclear (CEADEN), Havana, Cuba
S Perrin Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
Y Pestov Affiliated with an institute covered by a cooperation agreement with CERN
V Petráček Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
V Petrov Affiliated with an institute covered by a cooperation agreement with CERN
M Petrovici Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
R P Pezzi Instituto de Física, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
S Piano INFN, Sezione di Trieste, Trieste, Italy
M Pikna Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
P Pillot SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
O Pinazza European Organization for Nuclear Research (CERN), Geneva, Switzerland INFN, Sezione di Bologna, Bologna, Italy
L Pinsky University of Houston, Houston, Texas, USA
C Pinto Physik Department, Technische Universität München, Munich, Germany
S Pisano INFN, Laboratori Nazionali di Frascati, Frascati, Italy
M Płoskoń Lawrence Berkeley National Laboratory, Berkeley, California, USA
M Planinic Physics department, Faculty of science, University of Zagreb, Zagreb, Croatia
F Pliquett Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
M G Poghosyan Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
B Polichtchouk Affiliated with an institute covered by a cooperation agreement with CERN
S Politano Dipartimento DISAT del Politecnico and Sezione INFN, Turin, Italy
N Poljak Physics department, Faculty of science, University of Zagreb, Zagreb, Croatia
A Pop Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
S Porteboeuf-Houssais Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
V Pozdniakov Affiliated with an international laboratory covered by a cooperation agreement with CERN
K K Pradhan Indian Institute of Technology Indore, Indore, India
S K Prasad Bose Institute, Department of Physics, and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
S Prasad Indian Institute of Technology Indore, Indore, India
R Preghenella INFN, Sezione di Bologna, Bologna, Italy
F Prino INFN, Sezione di Torino, Turin, Italy
C A Pruneau Wayne State University, Detroit, Michigan, USA
I Pshenichnov Affiliated with an institute covered by a cooperation agreement with CERN
M Puccio European Organization for Nuclear Research (CERN), Geneva, Switzerland
S Pucillo Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
Z Pugelova Technical University of Košice, Košice, Slovak Republic
S Qiu Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
L Quaglia Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
R E Quishpe University of Houston, Houston, Texas, USA
S Ragoni Creighton University, Omaha, Nebraska, USA School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
A Rakotozafindrabe Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
L Ramello INFN, Sezione di Torino, Turin, Italy Università del Piemonte Orientale, Vercelli, Italy
F Rami Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
S A R Ramirez High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
T A Rancien Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS-IN2P3, Grenoble, France
M Rasa Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Catania, Italy
S S Räsänen Helsinki Institute of Physics (HIP), Helsinki, Finland
R Rath Indian Institute of Technology Indore, Indore, India INFN, Sezione di Bologna, Bologna, Italy
M P Rauch Department of Physics and Technology, University of Bergen, Bergen, Norway
I Ravasenga Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
K F Read Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA University of Tennessee, Knoxville, Tennessee, USA
C Reckziegel Universidade Federal do ABC, Santo Andre, Brazil
A R Redelbach Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
K Redlich National Centre for Nuclear Research, Warsaw, Poland
A Rehman Department of Physics and Technology, University of Bergen, Bergen, Norway
F Reidt European Organization for Nuclear Research (CERN), Geneva, Switzerland
H A Reme-Ness Faculty of Engineering and Science, Western Norway University of Applied Sciences, Bergen, Norway
Z Rescakova Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
K Reygers Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
A Riabov Affiliated with an institute covered by a cooperation agreement with CERN
V Riabov Affiliated with an institute covered by a cooperation agreement with CERN
R Ricci Dipartimento di Fisica 'E.R. Caianiello' dell' Università and Gruppo Collegato INFN, Salerno, Italy
M Richter Department of Physics, University of Oslo, Oslo, Norway
A A Riedel Physik Department, Technische Universität München, Munich, Germany
W Riegler European Organization for Nuclear Research (CERN), Geneva, Switzerland
C Ristea Institute of Space Science (ISS), Bucharest, Romania
M Rodríguez Cahuantzi High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
K Røed Department of Physics, University of Oslo, Oslo, Norway
R Rogalev Affiliated with an institute covered by a cooperation agreement with CERN
E Rogochaya Affiliated with an international laboratory covered by a cooperation agreement with CERN
T S Rogoschinski Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
D Rohr European Organization for Nuclear Research (CERN), Geneva, Switzerland
D Röhrich Department of Physics and Technology, University of Bergen, Bergen, Norway
P F Rojas High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
S Rojas Torres Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
P S Rokita Warsaw University of Technology, Warsaw, Poland
G Romanenko Affiliated with an international laboratory covered by a cooperation agreement with CERN
F Ronchetti INFN, Laboratori Nazionali di Frascati, Frascati, Italy
A Rosano Dipartimento di Scienze MIFT, Università di Messina, Messina, Italy INFN, Sezione di Catania, Catania, Italy
E D Rosas Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
A Rossi INFN, Sezione di Padova, Padova, Italy
A Roy Indian Institute of Technology Indore, Indore, India
S Roy Indian Institute of Technology Bombay (IIT), Mumbai, India
N Rubini Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
O V Rueda Lund University Department of Physics, Division of Particle Physics, Lund, Sweden University of Houston, Houston, Texas, USA
D Ruggiano Warsaw University of Technology, Warsaw, Poland
R Rui Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
B Rumyantsev Affiliated with an international laboratory covered by a cooperation agreement with CERN
P G Russek AGH University of Science and Technology, Cracow, Poland
R Russo Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
A Rustamov National Nuclear Research Center, Baku, Azerbaijan
E Ryabinkin Affiliated with an institute covered by a cooperation agreement with CERN
Y Ryabov Affiliated with an institute covered by a cooperation agreement with CERN
A Rybicki The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
H Rytkonen University of Jyväskylä, Jyväskylä, Finland
W Rzesa Warsaw University of Technology, Warsaw, Poland
O A M Saarimaki Helsinki Institute of Physics (HIP), Helsinki, Finland
R Sadek SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
S Sadhu Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
S Sadovsky Affiliated with an institute covered by a cooperation agreement with CERN
J Saetre Department of Physics and Technology, University of Bergen, Bergen, Norway
K Šafařík Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic
S K Saha Bose Institute, Department of Physics, and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
S Saha National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
B Sahoo Indian Institute of Technology Bombay (IIT), Mumbai, India
R Sahoo Indian Institute of Technology Indore, Indore, India
S Sahoo Institute of Physics, Homi Bhabha National Institute, Bhubaneswar, India
D Sahu Indian Institute of Technology Indore, Indore, India
P K Sahu Institute of Physics, Homi Bhabha National Institute, Bhubaneswar, India
J Saini Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
K Sajdakova Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
S Sakai University of Tsukuba, Tsukuba, Japan
M P Salvan Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
S Sambyal Physics Department, University of Jammu, Jammu, India
I Sanna European Organization for Nuclear Research (CERN), Geneva, Switzerland Physik Department, Technische Universität München, Munich, Germany
T B Saramela Universidade de São Paulo (USP), São Paulo, Brazil
D Sarkar Wayne State University, Detroit, Michigan, USA
N Sarkar Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
P Sarma Gauhati University, Department of Physics, Guwahati, India
V Sarritzu Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
V M Sarti Physik Department, Technische Universität München, Munich, Germany
M H P Sas Yale University, New Haven, Connecticut, USA
J Schambach Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
H S Scheid Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
C Schiaua Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
R Schicker Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
A Schmah Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
C Schmidt Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
H R Schmidt Physikalisches Institut, Eberhard-Karls-Universität Tübingen, Tubingen, Germany
M O Schmidt European Organization for Nuclear Research (CERN), Geneva, Switzerland
M Schmidt Physikalisches Institut, Eberhard-Karls-Universität Tübingen, Tubingen, Germany
N V Schmidt Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
A R Schmier University of Tennessee, Knoxville, Tennessee, USA
R Schotter Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
A Schröter Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
J Schukraft European Organization for Nuclear Research (CERN), Geneva, Switzerland
K Schwarz Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
K Schweda Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
G Scioli Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
E Scomparin INFN, Sezione di Torino, Turin, Italy
J E Seger Creighton University, Omaha, Nebraska, USA
Y Sekiguchi University of Tokyo, Tokyo, Japan
D Sekihata University of Tokyo, Tokyo, Japan
I Selyuzhenkov Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany Affiliated with an institute covered by a cooperation agreement with CERN
S Senyukov Université de Strasbourg, CNRS, IPHC UMR 7178, F-67000 Strasbourg, France, Strasbourg, France
J J Seo Inha University, Incheon, Republic of Korea
D Serebryakov Affiliated with an institute covered by a cooperation agreement with CERN
L Šerkšnytė Physik Department, Technische Universität München, Munich, Germany
A Sevcenco Institute of Space Science (ISS), Bucharest, Romania
T J Shaba iThemba LABS, National Research Foundation, Somerset West, South Africa
A Shabetai SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
R Shahoyan European Organization for Nuclear Research (CERN), Geneva, Switzerland
A Shangaraev Affiliated with an institute covered by a cooperation agreement with CERN
A Sharma Physics Department, Panjab University, Chandigarh, India
D Sharma Indian Institute of Technology Bombay (IIT), Mumbai, India
H Sharma The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
M Sharma Physics Department, University of Jammu, Jammu, India
S Sharma Nagasaki Institute of Applied Science, Nagasaki, Japan
S Sharma Physics Department, University of Jammu, Jammu, India
U Sharma Physics Department, University of Jammu, Jammu, India
A Shatat Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
O Sheibani University of Houston, Houston, Texas, USA
K Shigaki Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
M Shimomura Nara Women's University (NWU), Nara, Japan
J Shin Chungbuk National University, Cheongju, Republic of Korea
S Shirinkin Affiliated with an institute covered by a cooperation agreement with CERN
Q Shou Fudan University, Shanghai, China
Y Sibiriak Affiliated with an institute covered by a cooperation agreement with CERN
S Siddhanta INFN, Sezione di Cagliari, Cagliari, Italy
T Siemiarczuk National Centre for Nuclear Research, Warsaw, Poland
T F Silva Universidade de São Paulo (USP), São Paulo, Brazil
D Silvermyr Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
T Simantathammakul Suranaree University of Technology, Nakhon Ratchasima, Thailand
R Simeonov Faculty of Physics, Sofia University, Sofia, Bulgaria
B Singh Physics Department, University of Jammu, Jammu, India
B Singh Physik Department, Technische Universität München, Munich, Germany
R Singh National Institute of Science Education and Research, Homi Bhabha National Institute, Jatni, India
R Singh Physics Department, University of Jammu, Jammu, India
R Singh Indian Institute of Technology Indore, Indore, India
S Singh Department of Physics, Aligarh Muslim University, Aligarh, India
V K Singh Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
V Singhal Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
T Sinha Saha Institute of Nuclear Physics, Homi Bhabha National Institute, Kolkata, India
B Sitar Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
M Sitta INFN, Sezione di Torino, Turin, Italy Università del Piemonte Orientale, Vercelli, Italy
T B Skaali Department of Physics, University of Oslo, Oslo, Norway
G Skorodumovs Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
M Slupecki Helsinki Institute of Physics (HIP), Helsinki, Finland
N Smirnov Yale University, New Haven, Connecticut, USA
R J M Snellings Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
E H Solheim Department of Physics, University of Oslo, Oslo, Norway
J Song University of Houston, Houston, Texas, USA
A Songmoolnak Suranaree University of Technology, Nakhon Ratchasima, Thailand
F Soramel Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Padova, Italy
R Spijkers Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
I Sputowska The Henryk Niewodniczanski Institute of Nuclear Physics, Polish Academy of Sciences, Cracow, Poland
J Staa Lund University Department of Physics, Division of Particle Physics, Lund, Sweden
J Stachel Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
I Stan Institute of Space Science (ISS), Bucharest, Romania
P J Steffanic University of Tennessee, Knoxville, Tennessee, USA
S F Stiefelmaier Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
D Stocco SUBATECH, IMT Atlantique, Nantes Université, CNRS-IN2P3, Nantes, France
I Storehaug Department of Physics, University of Oslo, Oslo, Norway
P Stratmann Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
S Strazzi Dipartimento di Fisica e Astronomia dell'Università and Sezione INFN, Bologna, Italy
C P Stylianidis Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
A A P Suaide Universidade de São Paulo (USP), São Paulo, Brazil
C Suire Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
M Sukhanov Affiliated with an institute covered by a cooperation agreement with CERN
M Suljic European Organization for Nuclear Research (CERN), Geneva, Switzerland
R Sultanov Affiliated with an institute covered by a cooperation agreement with CERN
V Sumberia Physics Department, University of Jammu, Jammu, India
S Sumowidagdo National Research and Innovation Agency - BRIN, Jakarta, Indonesia
S Swain Institute of Physics, Homi Bhabha National Institute, Bhubaneswar, India
I Szarka Comenius University Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovak Republic
S F Taghavi Physik Department, Technische Universität München, Munich, Germany
G Taillepied Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
J Takahashi Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil
G J Tambave Department of Physics and Technology, University of Bergen, Bergen, Norway
S Tang Central China Normal University, Wuhan, China Université Clermont Auvergne, CNRS/IN2P3, LPC, Clermont-Ferrand, France
Z Tang University of Science and Technology of China, Hefei, China
J D Tapia Takaki University of Kansas, Lawrence, Kansas, USA
N Tapus University Politehnica of Bucharest, Bucharest, Romania
L A Tarasovicova Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
M G Tarzila Horia Hulubei National Institute of Physics and Nuclear Engineering, Bucharest, Romania
G F Tassielli Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
A Tauro European Organization for Nuclear Research (CERN), Geneva, Switzerland
G Tejeda Muñoz High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
A Telesca European Organization for Nuclear Research (CERN), Geneva, Switzerland
L Terlizzi Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
C Terrevoli University of Houston, Houston, Texas, USA
G Tersimonov Bogolyubov Institute for Theoretical Physics, National Academy of Sciences of Ukraine, Kiev, Ukraine
S Thakur Bose Institute, Department of Physics, and Centre for Astroparticle Physics and Space Science (CAPSS), Kolkata, India
D Thomas The University of Texas at Austin, Austin, Texas, USA
A Tikhonov Affiliated with an institute covered by a cooperation agreement with CERN
A R Timmins University of Houston, Houston, Texas, USA
M Tkacik Technical University of Košice, Košice, Slovak Republic
T Tkacik Technical University of Košice, Košice, Slovak Republic
A Toia Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
R Tokumoto Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
N Topilskaya Affiliated with an institute covered by a cooperation agreement with CERN
M Toppi INFN, Laboratori Nazionali di Frascati, Frascati, Italy
F Torales-Acosta Department of Physics, University of California, Berkeley, California, USA
T Tork Laboratoire de Physique des 2 Infinis, Irène Joliot-Curie, Orsay, France
A G Torres Ramos Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
A Trifiró Dipartimento di Scienze MIFT, Università di Messina, Messina, Italy INFN, Sezione di Catania, Catania, Italy
A S Triolo Dipartimento di Scienze MIFT, Università di Messina, Messina, Italy INFN, Sezione di Catania, Catania, Italy
S Tripathy INFN, Sezione di Bologna, Bologna, Italy
T Tripathy Indian Institute of Technology Bombay (IIT), Mumbai, India
S Trogolo European Organization for Nuclear Research (CERN), Geneva, Switzerland
V Trubnikov Bogolyubov Institute for Theoretical Physics, National Academy of Sciences of Ukraine, Kiev, Ukraine
W H Trzaska University of Jyväskylä, Jyväskylä, Finland
T P Trzcinski Warsaw University of Technology, Warsaw, Poland
A Tumkin Affiliated with an institute covered by a cooperation agreement with CERN
R Turrisi INFN, Sezione di Padova, Padova, Italy
T S Tveter Department of Physics, University of Oslo, Oslo, Norway
K Ullaland Department of Physics and Technology, University of Bergen, Bergen, Norway
B Ulukutlu Physik Department, Technische Universität München, Munich, Germany
A Uras Université de Lyon, CNRS/IN2P3, Institut de Physique des 2 Infinis de Lyon, Lyon, France
M Urioni INFN, Sezione di Pavia, Pavia, Italy Università di Brescia, Brescia, Italy
G L Usai Dipartimento di Fisica dell'Università and Sezione INFN, Cagliari, Italy
M Vala Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
N Valle Dipartimento di Fisica, Università di Pavia, Pavia, Italy
L V R van Doremalen Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
M van Leeuwen Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
C A van Veen Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
R J G van Weelden Nikhef, National institute for subatomic physics, Amsterdam, Netherlands
P Vande Vyvre European Organization for Nuclear Research (CERN), Geneva, Switzerland
D Varga Wigner Research Centre for Physics, Budapest, Hungary
Z Varga Wigner Research Centre for Physics, Budapest, Hungary
M Vasileiou National and Kapodistrian University of Athens, School of Science, Department of Physics, Athens, Greece
A Vasiliev Affiliated with an institute covered by a cooperation agreement with CERN
O Vázquez Doce INFN, Laboratori Nazionali di Frascati, Frascati, Italy
V Vechernin Affiliated with an institute covered by a cooperation agreement with CERN
E Vercellin Dipartimento di Fisica dell'Università and Sezione INFN, Turin, Italy
S Vergara Limón High Energy Physics Group, Universidad Autónoma de Puebla, Puebla, Mexico
L Vermunt Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
R Vértesi Wigner Research Centre for Physics, Budapest, Hungary
M Verweij Institute for Gravitational and Subatomic Physics (GRASP), Utrecht University/Nikhef, Utrecht, Netherlands
L Vickovic Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia
Z Vilakazi University of the Witwatersrand, Johannesburg, South Africa
O Villalobos Baillie School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
G Vino INFN, Sezione di Bari, Bari, Italy
A Vinogradov Affiliated with an institute covered by a cooperation agreement with CERN
T Virgili Dipartimento di Fisica 'E.R. Caianiello' dell' Università and Gruppo Collegato INFN, Salerno, Italy
V Vislavicius Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
A Vodopyanov Affiliated with an international laboratory covered by a cooperation agreement with CERN
B Volkel European Organization for Nuclear Research (CERN), Geneva, Switzerland
M A Völkl Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
K Voloshin Affiliated with an institute covered by a cooperation agreement with CERN
S A Voloshin Wayne State University, Detroit, Michigan, USA
G Volpe Dipartimento Interateneo di Fisica 'M. Merlin' and Sezione INFN, Bari, Italy
B von Haller European Organization for Nuclear Research (CERN), Geneva, Switzerland
I Vorobyev Physik Department, Technische Universität München, Munich, Germany
N Vozniuk Affiliated with an institute covered by a cooperation agreement with CERN
J Vrláková Faculty of Science, P.J. Šafárik University, Košice, Slovak Republic
C Wang Fudan University, Shanghai, China
D Wang Fudan University, Shanghai, China
Y Wang Fudan University, Shanghai, China
A Wegrzynek European Organization for Nuclear Research (CERN), Geneva, Switzerland
F T Weiglhofer Frankfurt Institute for Advanced Studies, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
S C Wenzel European Organization for Nuclear Research (CERN), Geneva, Switzerland
J P Wessels Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
S L Weyhmiller Yale University, New Haven, Connecticut, USA
J Wiechula Institut für Kernphysik, Johann Wolfgang Goethe-Universität Frankfurt, Frankfurt, Germany
J Wikne Department of Physics, University of Oslo, Oslo, Norway
G Wilk National Centre for Nuclear Research, Warsaw, Poland
J Wilkinson Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
G A Willems Westfälische Wilhelms-Universität Münster, Institut für Kernphysik, Munster, Germany
B Windelband Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
M Winn Université Paris-Saclay Centre d'Etudes de Saclay (CEA), IRFU, Départment de Physique Nucléaire (DPhN), Saclay, France
J R Wright The University of Texas at Austin, Austin, Texas, USA
W Wu Fudan University, Shanghai, China
Y Wu University of Science and Technology of China, Hefei, China
R Xu Central China Normal University, Wuhan, China
A Yadav Helmholtz-Institut für Strahlen- und Kernphysik, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
A K Yadav Variable Energy Cyclotron Centre, Homi Bhabha National Institute, Kolkata, India
S Yalcin KTO Karatay University, Konya, Turkey
Y Yamaguchi Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
K Yamakawa Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
S Yang Department of Physics and Technology, University of Bergen, Bergen, Norway
S Yano Physics Program and International Institute for Sustainability with Knotted Chiral Meta Matter (SKCM2), Hiroshima University, Hiroshima, Japan
Z Yin Central China Normal University, Wuhan, China
I-K Yoo Department of Physics, Pusan National University, Pusan, Republic of Korea
J H Yoon Inha University, Incheon, Republic of Korea
S Yuan Department of Physics and Technology, University of Bergen, Bergen, Norway
A Yuncu Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
V Zaccolo Dipartimento di Fisica dell'Università and Sezione INFN, Trieste, Italy
C Zampolli European Organization for Nuclear Research (CERN), Geneva, Switzerland
F Zanone Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
N Zardoshti European Organization for Nuclear Research (CERN), Geneva, Switzerland School of Physics and Astronomy, University of Birmingham, Birmingham, United Kingdom
A Zarochentsev Affiliated with an institute covered by a cooperation agreement with CERN
P Závada Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
N Zaviyalov Affiliated with an institute covered by a cooperation agreement with CERN
M Zhalov Affiliated with an institute covered by a cooperation agreement with CERN
B Zhang Central China Normal University, Wuhan, China
L Zhang Fudan University, Shanghai, China
S Zhang Fudan University, Shanghai, China
X Zhang Central China Normal University, Wuhan, China
Y Zhang University of Science and Technology of China, Hefei, China
Z Zhang Central China Normal University, Wuhan, China
M Zhao China Institute of Atomic Energy, Beijing, China
V Zherebchevskii Affiliated with an institute covered by a cooperation agreement with CERN
Y Zhi China Institute of Atomic Energy, Beijing, China
D Zhou Central China Normal University, Wuhan, China
Y Zhou Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark
J Zhu Central China Normal University, Wuhan, China Research Division and ExtreMe Matter Institute EMMI, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
Y Zhu Central China Normal University, Wuhan, China
S C Zugravel INFN, Sezione di Torino, Turin, Italy
N Zurlo INFN, Sezione di Pavia, Pavia, Italy Università di Brescia, Brescia, Italy

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Search for Inelastic Dark Matter in Events with Two Displaced Muons and Missing Transverse Momentum in Proton-Proton Collisions at sqrt[s]=13 TeV

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.

Individual connectivity-based parcellations reflect functional properties of human auditory cortex

Neuroimaging studies of the functional organization of human auditory cortex have focused on group-level analyses to identify tendencies that represent the typical brain. Here, we mapped auditory areas of the human superior temporal cortex (STC) in 30 participants by combining functional network analysis and 1-mm isotropic resolution 7T functional magnetic resonance imaging (fMRI). Two resting-state fMRI sessions, and one or two auditory and audiovisual speech localizer sessions, were collected on 3-4 separate days. We generated a set of functional network-based parcellations from these data. Solutions with 4, 6, and 11 networks were selected for closer examination based on local maxima of Dice and Silhouette values. The resulting parcellation of auditory cortices showed high intraindividual reproducibility both between resting state sessions (Dice coefficient: 69-78%) and between resting state and task sessions (Dice coefficient: 62-73%). This demonstrates that auditory areas in STC can be reliably segmented into functional subareas. The interindividual variability was significantly larger than intraindividual variability (Dice coefficient: 57%-68%, p<0.001), indicating that the parcellations also captured meaningful interindividual variability. The individual-specific parcellations yielded the highest alignment with task response topographies, suggesting that individual variability in parcellations reflects individual variability in auditory function. Furthermore, connectional homogeneity within networks was highest for the individual-specific parcellations. Our findings suggest that individual-level parcellations capture meaningful idiosyncrasies in auditory cortex organization.

Luminosity determination using Z boson production at the CMS experiment

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.

Measurement of the production cross section for a W boson in association with a charm quark in proton-proton collisions at s=13TeV

The strange quark content of the proton is probed through the measurement of the production cross section for a W boson and a charm (c) quark in proton-proton collisions at a center-of-mass energy of 13Te V . The analysis uses a data sample corresponding to a total integrated luminosity of 138fb - 1 collected with the CMS detector at the LHC. The W bosons are identified through their leptonic decays to an electron or a muon, and a neutrino. Charm jets are tagged using the presence of a muon or a secondary vertex inside the jet. The W + c production cross section and the cross section ratio R c ± = σ ( W + + c ¯ ) / σ ( W - + c ) are measured inclusively and differentially as functions of the transverse momentum and the pseudorapidity of the lepton originating from the W boson decay. The precision of the measurements is improved with respect to previous studies, reaching 1% in R c ± = 0.950 ± 0.005 (stat) ± 0.010 (syst) . The measurements are compared with theoretical predictions up to next-to-next-to-leading order in perturbative quantum chromodynamics.

[Analysis of 9 cases of drug induced hypersensitivity syndrome related hemophagocytic lymphohistiocytosis]

Objective: To analyze the clinical features,treatment and prognosis of drug induced hypersensitivity syndrome related hemophagocytic lymphohistiocytosis (DIHS-HLH). Methods: This was a retrospective case study. Clinical characteristics, laboratory results, treatment and prognosis of 9 patients diagnosed with DIHS-HLH in Beijing Children's hospital between January 2020 and December 2022 were summarized. Kaplan-Meier survival analysis was used to calculate the overall survival rate. Results: Among all 9 cases, there were 6 males and 3 females, with the age ranged from 0.8 to 3.1 years. All patients had fever, rash, hepatomegaly and multiple lymph node enlargement. Other manifestations included splenomegaly (4 cases), pulmonary imaging abnormalities (6 cases), central nervous system symptoms (3 cases), and watery diarrhea (3 cases). Most patients showed high levels of soluble-CD25 (8 cases), hepatic dysfunction (7 cases) and hyperferritinemia (7 cases). Other laboratory abnormalities included hemophagocytosis in bone marrow (5 cases), hypofibrinogenemia (3 cases) and hypertriglyceridemia (2 cases). Ascending levels of interleukin (IL) 5, IL-8 and interferon-γ (IFN-γ) were detected in more than 6 patients. All patients received high dose intravenous immunoglobulin, corticosteroid and ruxolitinib, among which 4 patients were also treated with high dose methylprednisolone, 2 patients with etoposide and 2 patients with cyclosporin A. After following up for 0.2-38.6 months, 7 patients survived, and the 1-year overall survival rate was (78±14)%. Two patients who had no response to high dose immunoglobulin, methylprednisolone 2 mg/(kg·d) and ruxolitinib died. Watery diarrhea, increased levels of IL-5 and IL-8 and decreased IgM were more frequently in patients who did not survive. Conclusions: For children with fever, rash and a suspicious medication history, when complicated with hepatomegaly, impaired liver function and high levels of IL-5 and IL-8, DIHS-HLH should be considered. Once diagnosed with DIHS-HLH, suspicious drugs should be stopped immediately, and high dose intravenous immunoglobulin, corticosteroid and ruxolitinib could be used to control disease.

Involvement of GA3-oxidase in inhibitory effect of nitric oxide on primary root growth in Arabidopsis

Both NO and GAs are essential for regulating various physiological processes and stress responses in plants. However, the interaction between these two molecules remains unclear. We investigated the distinct response patterns of Arabidopsis thaliana Col-0 and GA synthesis functional deficiency mutants to NO by measuring root length. To investigate underlying mechanisms, we detected bioactive GA content using UHPLC-ESI-MS/MS, assessed the accumulation of ROS by chemical staining Arabidopsis roots. We also conducted RNA-seq analysis and compared results between Col-0 and ga3ox1, with and without SNP (as NO donor) treatment. Phenotypic results revealed that the inhibitory effect of NO on primary roots of Arabidopsis was primarily mediated by GA3-oxidase, rather than GA20-oxidase or GA2-oxidase. The content of GA3 decreased in Col-0 treated with SNP, whereas this decrease was not observed in ga3ox1. The deficiency of GA3-oxidase alleviated the buildup of H2 O2 in roots when treated with SNP. We identified 222 DEGs. GO annotation of these DEGs revealed that all top 20 GO terms were related to stress responses. Moreover, three DEGs were annotated to GA-related processes (DDF1, DDF2, EXPA1), and seven DEGs were associated with root development (RAV1, RGF2, ERF71, ZAT6, MYB77, XT1, and DTX50). In summary, NO inhibits primary root growth partially by repressing GA3-oxidase catalysed GA3 synthesis in Arabidopsis. ROS, Ca2+ , DDF1, DDF2, EXPA1 and seven root development-related genes may be involved in crosstalk between NO and GAs.

A bibliometric analysis and visualization of retinopathy of prematurity from 2001 to 2021

OBJECTIVE

Retinopathy of prematurity (ROP) is an eye disease with the potential to cause blindness, primarily affecting premature infants with low birth weight. This study analyzed the etiology, primary location, and research advances in ROP.

MATERIALS AND METHODS

We used bibliometric techniques and searched the Web of Science Core Collection for "retinopathy of prematurity." We found 4,018 original articles and reviews with 69,819 references. We analyzed the data using HistCite (12.03.17), VOSviewer (1.6.16), CiteSpace (6.1. R5), and the Bibliometrix Package (4.1.0).

RESULTS

The amount of literature in this area has increased between 2001-2021. An analysis of references and journal co-citations highlights this field's most influential articles and related topics. Hellström, from the University of Gothenburg (Sweden), is the most prolific researcher; Harvard University is the most prolific research institution, and the USA is the most productive country. "Threshold ROP" and "cryotherapy" are the keywords with the highest burst strength. The future research hotspots are artificial intelligence, zone II, ROP development, ranibizumab, and type 1 retinopathy.

CONCLUSIONS

This article offers a comprehensive review of the present status of ROP research, along with insights into emerging concepts and potential international collaborations in this field.

Associations of Whole Blood Zinc Levels with Coronary Artery Calcification and Future Cardiovascular Events in CKD Patients

This study was conducted to compare the differences of the whole blood zinc concentration in patients with chronic kidney disease (CKD) as compared to healthy controls, and to explore the correlations of the whole blood zinc level with coronary artery calcification (CAC) and cardiovascular event (CVE) in CKD patients. A total of 170 CKD patients and 62 healthy controls were recruited. The whole blood zinc concentration was determined in using atomic absorption spectroscopy (AAS) method. The degrees of CAC were evaluated by Agatston score based on computed tomography (CT). Regular follow-up visits were performed to record the incidence of CVE, and risk factors were analyzed by COX proportional hazard model and Kaplan-Meier survival curve. There were statistically significant lower zinc levels in CKD patients than in healthy population. The prevalence of CAC was 58.82% in CKD patients. Correlation analysis showed that dialysis duration, intact parathyroid hormone (iPTH), alkaline phosphatase (ALP), 25-hydroxyvitamin D3 (25(OH)D3), neutrophil-lymphocyte ratio (NLR), total cholesterol (TC), and high-sensitive C-reactive protein (Hs-CRP) were positively correlated with CAC, while albumin (ALB), hemoglobin (Hb), and zinc levels were negatively associated with CAC. Further COX proportional hazard model demonstrated that moderate to severe CAC, NLR, phosphate, 25(OH)D3, iPTH, and high-density lipoprotein (HDL) were associated with an increased risk for CVE, while zinc levels, Hb, and ALB were inversely associated with a reduced risk for CVE. Kaplan-Meier curve showed that low zinc (zinc < 86.62 μmol/L) patients and moderate to severe CAC patients had lower survival respectively. Our study found the lower levels of zinc and higher prevalence of CAC in CKD patients; the low zinc is involved in the high incidence rate of moderate to severe CAC and CVE in CKD patients.

A Cerasus humilis transcription factor, ChDREB2C, enhances salt tolerance in transgenic Arabidopsis

DREB transcription factors play important roles in plant responses to various abiotic and biotic stresses. We conducted bioinformatics analysis of ChDREB2C, explored subcellular localization, transcription activation activity, and heterologous expression in Arabidopsis, and measured expression of related physiological indicators and genes under salt stress. A transcription factor of the DREB family was cloned and named ChDREB2C. ChDREB2C protein was localized in the nucleus, and its C-terminal domain exhibited transcriptional activation activity. ChDREB2C formed a homologous dimer in yeast. Arabidopsis plants overexpressing ChDREB2C were more tolerant to salt stress than WT plants, through increased scavenging capacity of ROS and accumulation of proline. Overexpression of ChDREB2C resulted in increased expression of AtSOS1, AtNHX1, AtRD29A, AtRD29B, AtKIN1, AtABA4, and AtABF2 genes. The interaction between ChABF2 (ABA response element binding factor 2) and ChDREB2C was verified using yeast two-hybrid and firefly luciferase assays. The results suggest that ChDREB2C could have a positive role in mediating the abiotic response.

Probing Small Bjorken-x Nuclear Gluonic Structure via Coherent J/ψ Photoproduction in Ultraperipheral Pb-Pb Collisions at sqrt[s_{NN}]=5.02 TeV

Quasireal photons exchanged in relativistic heavy ion interactions are powerful probes of the gluonic structure of nuclei. The coherent J/ψ photoproduction cross section in ultraperipheral lead-lead collisions is measured as a function of photon-nucleus center-of-mass energies per nucleon (W_{γN}^{Pb}) over a wide range of 40 Collapse

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Affiliation(s)

A Tumasyan Yerevan Physics Institute, Yerevan, Armenia
W Adam Institut für Hochenergiephysik, Vienna, Austria
J W Andrejkovic Institut für Hochenergiephysik, Vienna, Austria
T Bergauer Institut für Hochenergiephysik, Vienna, Austria
S Chatterjee Institut für Hochenergiephysik, Vienna, Austria
K Damanakis Institut für Hochenergiephysik, Vienna, Austria
M Dragicevic Institut für Hochenergiephysik, Vienna, Austria
A Escalante Del Valle 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
L Lechner 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
W Waltenberger Institut für Hochenergiephysik, Vienna, Austria
C-E Wulz Institut für Hochenergiephysik, Vienna, Austria
M R Darwish Universiteit Antwerpen, Antwerpen, Belgium
T Janssen Universiteit Antwerpen, Antwerpen, Belgium
T Kello Universiteit Antwerpen, Antwerpen, Belgium
P Van Mechelen Universiteit Antwerpen, Antwerpen, Belgium
E S Bols Vrije Universiteit Brussel, Brussel, Belgium
J D'Hondt 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
A Morton Vrije Universiteit Brussel, Brussel, Belgium
D Müller Vrije Universiteit Brussel, Brussel, Belgium
A R Sahasransu Vrije Universiteit Brussel, Brussel, Belgium
S Tavernier Vrije Universiteit Brussel, Brussel, Belgium
W Van Doninck 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
S Dansana Université Libre de Bruxelles, Bruxelles, Belgium
G De Lentdecker 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
M Mahdavikhorrami Université Libre de Bruxelles, Bruxelles, Belgium
I Makarenko 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
M Vanden Bemden Université Libre de Bruxelles, Bruxelles, Belgium
C Vander Velde 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
L Lambrecht Ghent University, Ghent, Belgium
G Mestdach Ghent University, Ghent, Belgium
C Rendón Ghent University, Ghent, Belgium
A Samalan Ghent University, Ghent, Belgium
K Skovpen Ghent University, Ghent, Belgium
M Tytgat Ghent University, Ghent, Belgium
N Van Den Bossche Ghent University, Ghent, Belgium
B Vermassen Ghent University, Ghent, Belgium
L Wezenbeek Ghent University, Ghent, Belgium
A Benecke Université Catholique de Louvain, Louvain-la-Neuve, Belgium
G Bruno Université Catholique de Louvain, Louvain-la-Neuve, Belgium
F Bury Université Catholique de Louvain, Louvain-la-Neuve, Belgium
C Caputo Université Catholique de Louvain, Louvain-la-Neuve, Belgium
P David 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
K Mondal Université Catholique de Louvain, Louvain-la-Neuve, Belgium
T T Tran Université Catholique de Louvain, Louvain-la-Neuve, Belgium
P Vischia 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
W L Aldá Júnior Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
M Alves Gallo Pereira Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
M Barroso Ferreira Filho Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
H Brandao Malbouisson 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
D De Jesus Damiao Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
V Dos Santos Sousa Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
S Fonseca De Souza 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
S M Silva Do Amaral 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
T R Fernandez Perez Tomei 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
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 Rodozov 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
A Dimitrov University of Sofia, 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
S Lezki 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
V Milosevic 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 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
J Zhao 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 Carvalho Antunes De Oliveira 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
J Xiao 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
M Lu Sun Yat-Sen University, Guangzhou, 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
D A Barbosa Trujillo 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
J A Reyes Vega Universidad de Los Andes, Bogota, Colombia
J Mejia Guisao Universidad de Antioquia, Medellin, Colombia
F Ramirez Universidad de Antioquia, Medellin, Colombia
M Rodriguez Universidad de Antioquia, Medellin, Colombia
J D Ruiz Alvarez 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
I Puljak University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
Z Antunovic University of Split, Faculty of Science, 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
V Brigljevic Institute Rudjer Boskovic, Zagreb, Croatia
B K Chitroda Institute Rudjer Boskovic, Zagreb, Croatia
D Ferencek Institute Rudjer Boskovic, Zagreb, Croatia
S Mishra Institute Rudjer Boskovic, Zagreb, Croatia
M Roguljic Institute Rudjer Boskovic, Zagreb, Croatia
A Starodumov Institute Rudjer Boskovic, Zagreb, Croatia
T Susa Institute Rudjer Boskovic, Zagreb, Croatia
A Attikis University of Cyprus, Nicosia, Cyprus
K Christoforou University of Cyprus, Nicosia, Cyprus
S Konstantinou University of Cyprus, Nicosia, Cyprus
J Mousa University of Cyprus, Nicosia, Cyprus
C Nicolaou University of Cyprus, Nicosia, Cyprus
F Ptochos University of Cyprus, Nicosia, Cyprus
P A Razis University of Cyprus, Nicosia, Cyprus
H Rykaczewski University of Cyprus, Nicosia, Cyprus
H Saka University of Cyprus, Nicosia, Cyprus
A Stepennov 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
E Carrera Jarrin Universidad San Francisco de Quito, 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
M A Mahmoud Center for High Energy Physics (CHEP-FU), Fayoum University, El-Fayoum, Egypt
S Bhowmik National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
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
P Eerola Department of Physics, University of Helsinki, Helsinki, Finland
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
K Lassila-Perini 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
L Martikainen 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
C Amendola IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
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
G Hamel de Monchenault 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
A Savoy-Navarro 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
B Diab 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
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
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
U Goerlach Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
C Grimault Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
A-C Le Bihan 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
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
S Viret 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
Z Tsamalaidze 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
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
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 Mondal 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
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
F Torres Da Silva De Araujo 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
O Hlushchenko 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
H Aarup Petersen Deutsches Elektronen-Synchrotron, Hamburg, Germany
M Aldaya Martin Deutsches Elektronen-Synchrotron, Hamburg, Germany
J Alimena 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
H Becerril Gonzalez Deutsches Elektronen-Synchrotron, Hamburg, Germany
O Behnke Deutsches Elektronen-Synchrotron, Hamburg, Germany
S Bhattacharya 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
S Consuegra Rodríguez Deutsches Elektronen-Synchrotron, Hamburg, Germany
G Correia Silva 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
L I Estevez Banos 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
A Grohsjean Deutsches Elektronen-Synchrotron, Hamburg, Germany
V Guglielmi Deutsches Elektronen-Synchrotron, Hamburg, Germany
M Guthoff Deutsches Elektronen-Synchrotron, Hamburg, Germany
A Jafari 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
D Leyva Pernia 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
I-A Melzer-Pellmann Deutsches Elektronen-Synchrotron, Hamburg, Germany
M Mendizabal Morentin 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
B Ribeiro Lopes Deutsches Elektronen-Synchrotron, Hamburg, Germany
J Rübenach Deutsches Elektronen-Synchrotron, Hamburg, Germany
A Saggio Deutsches Elektronen-Synchrotron, Hamburg, Germany
M Savitskyi 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
C Schwanenberger Deutsches Elektronen-Synchrotron, Hamburg, Germany
M Shchedrolosiev Deutsches Elektronen-Synchrotron, Hamburg, Germany
R E Sosa Ricardo Deutsches Elektronen-Synchrotron, Hamburg, Germany
D Stafford Deutsches Elektronen-Synchrotron, Hamburg, Germany
F Vazzoler Deutsches Elektronen-Synchrotron, Hamburg, Germany
A Ventura Barroso 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
A Zimermmane Castro Santos Deutsches Elektronen-Synchrotron, Hamburg, Germany
A Albrecht University of Hamburg, Hamburg, Germany
S Albrecht University of Hamburg, Hamburg, Germany
M Antonello University of Hamburg, Hamburg, Germany
S Bein University of Hamburg, Hamburg, Germany
L Benato University of Hamburg, Hamburg, Germany
M Bonanomi University of Hamburg, Hamburg, Germany
P Connor University of Hamburg, Hamburg, Germany
K De Leo University of Hamburg, Hamburg, Germany
M Eich University of Hamburg, Hamburg, Germany
K El Morabit University of Hamburg, Hamburg, Germany
A Fröhlich University of Hamburg, Hamburg, Germany
C Garbers University of Hamburg, Hamburg, Germany
E Garutti University of Hamburg, Hamburg, Germany
M Hajheidari University of Hamburg, Hamburg, Germany
J Haller University of Hamburg, Hamburg, Germany
A Hinzmann University of Hamburg, Hamburg, Germany
H R Jabusch University of Hamburg, Hamburg, Germany
G Kasieczka 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
C Matthies University of Hamburg, Hamburg, Germany
A Mehta University of Hamburg, Hamburg, Germany
L Moureaux University of Hamburg, Hamburg, Germany
M Mrowietz University of Hamburg, Hamburg, Germany
A Nigamova University of Hamburg, Hamburg, Germany
Y Nissan University of Hamburg, Hamburg, Germany
A Paasch University of Hamburg, Hamburg, Germany
K J Pena Rodriguez University of Hamburg, Hamburg, Germany
T Quadfasel University of Hamburg, Hamburg, Germany
M Rieger University of Hamburg, Hamburg, Germany
D Savoiu University of Hamburg, Hamburg, Germany
J Schindler University of Hamburg, Hamburg, Germany
P Schleper University of Hamburg, Hamburg, Germany
M Schröder University of Hamburg, Hamburg, Germany
J Schwandt University of Hamburg, Hamburg, Germany
M Sommerhalder University of Hamburg, Hamburg, Germany
H Stadie University of Hamburg, Hamburg, Germany
G Steinbrück 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
J O Gosewisch 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
J van der Linden 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
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 Stakia Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
M Diamantopoulou National and Kapodistrian University of Athens, Athens, Greece
D Karasavvas National and Kapodistrian University of Athens, Athens, Greece
P Kontaxakis National and Kapodistrian University of Athens, Athens, Greece
A Manousakis-Katsikakis 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
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
T Chatzistavrou 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
I Papakrivopoulos National Technical University of Athens, Athens, Greece
G Tsipolitis National Technical University of Athens, Athens, Greece
A Zacharopoulou National Technical University of Athens, Athens, Greece
K Adamidis University of Ioánnina, Ioánnina, Greece
I Bestintzanos University of Ioánnina, Ioánnina, Greece
I Evangelou University of Ioánnina, Ioánnina, Greece
C Foudas University of Ioánnina, Ioánnina, Greece
P Gianneios University of Ioánnina, Ioánnina, Greece
C Kamtsikis University of Ioánnina, Ioánnina, Greece
P Katsoulis University of Ioánnina, Ioánnina, Greece
P Kokkas University of Ioánnina, Ioánnina, Greece
P G Kosmoglou Kioseoglou University of Ioánnina, Ioánnina, Greece
N Manthos University of Ioánnina, Ioánnina, Greece
I Papadopoulos University of Ioánnina, Ioánnina, Greece
J Strologas 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
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
N Beni 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
D Teyssier 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
V Bhatnagar Panjab University, Chandigarh, India
G Chaudhary 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
T Sheokand 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 Bhardwaj University of Delhi, Delhi, India
A Chhetri University of Delhi, Delhi, India
B C Choudhary University of Delhi, Delhi, India
A Kumar University of Delhi, Delhi, India
M Naimuddin 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
S Bhattacharya 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
M Maity 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 Kalbhor Indian Institute of Technology Madras, Madras, India
J R Komaragiri Indian Institute of Technology Madras, Madras, India
D Kumar Indian Institute of Technology Madras, Madras, India
A Muhammad 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
K Naskar Bhabha Atomic Research Centre, Mumbai, 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
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
A Nayak 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
S Pandey 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
H Bakhshiansohi Isfahan University of Technology, Isfahan, Iran
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 Mohammadi Najafabadi Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
M Grunewald University College Dublin, Dublin, Ireland
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
C Aruta INFN Sezione di Bari, Bari, Italy Università di Bari, Bari, Italy
A Colaleo INFN Sezione di Bari, Bari, Italy
D Creanza INFN Sezione di Bari, Bari, Italy Politecnico di Bari, Bari, Italy
L Cristella INFN Sezione di Bari, Bari, Italy Università 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 Università di Bari, Bari, Italy
W Elmetenawee INFN Sezione di Bari, Bari, Italy Università di Bari, Bari, Italy
F Errico 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
R Radogna INFN Sezione di Bari, Bari, Italy
D Ramos INFN Sezione di Bari, Bari, Italy
A Ranieri INFN Sezione di Bari, Bari, Italy
G Selvaggi INFN Sezione di Bari, Bari, Italy Università di Bari, Bari, Italy
L Silvestris INFN Sezione di Bari, Bari, Italy
F M Simone INFN Sezione di Bari, Bari, Italy Università di Bari, Bari, Italy
Ü Sözbilir INFN Sezione di Bari, Bari, Italy
A Stamerra INFN Sezione di Bari, Bari, Italy
R Venditti INFN Sezione di Bari, Bari, Italy
P Verwilligen INFN Sezione di Bari, Bari, Italy
G Abbiendi INFN Sezione di Bologna, Bologna, 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
L Borgonovi INFN Sezione di Bologna, Bologna, Italy
L Brigliadori INFN Sezione 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
F R Cavallo INFN Sezione di Bologna, Bologna, Italy
M Cuffiani INFN Sezione di Bologna, Bologna, Italy Università di Bologna, Bologna, Italy
G M Dallavalle INFN Sezione 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
P Giacomelli INFN Sezione 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
S Marcellini INFN Sezione 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
A Perrotta INFN Sezione 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
A Di Mattia INFN Sezione 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 Barbagli INFN Sezione di Firenze, Firenze, 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
R Ceccarelli INFN Sezione di Firenze, Firenze, Italy Università di Firenze, Firenze, Italy
V Ciulli INFN Sezione di Firenze, Firenze, Italy Università di Firenze, Firenze, Italy
C Civinini INFN Sezione 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
M Meschini INFN Sezione di Firenze, Firenze, Italy
S Paoletti INFN Sezione di Firenze, Firenze, Italy
G Sguazzoni INFN Sezione 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
M Bozzo INFN Sezione di Genova, Genova, Italy Università di Genova, Genova, Italy
P Chatagnon INFN Sezione di Genova, Genova, 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 Università di Milano-Bicocca, Milano, Italy
F Cetorelli INFN Sezione di Milano-Bicocca, Milano, Italy Università 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 Università 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
B S Pinolini 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 Università di Milano-Bicocca, Milano, Italy
S Buontempo INFN Sezione di Napoli, Napoli, 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
P Paolucci INFN Sezione di Napoli, 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
N Bacchetta INFN Sezione di Padova, Padova, Italy
D Bisello INFN Sezione di Padova, Padova, Italy Università di Padova, Padova, Italy
P Bortignon 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
P Checchia INFN Sezione di Padova, Padova, Italy
T Dorigo INFN Sezione di Padova, Padova, Italy
S Fantinel 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
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
G Strong INFN Sezione di Padova, Padova, Italy
M Tosi 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
S Abu Zeid INFN Sezione di Pavia, Pavia, Italy
C Aimè INFN Sezione di Pavia, Pavia, Italy Università di Pavia, Pavia, Italy
A Braghieri INFN Sezione 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
P Salvini INFN Sezione 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
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
M Menichelli INFN Sezione di Perugia, Perugia, Italy
F Moscatelli INFN Sezione 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
P Azzurri INFN Sezione di Pisa, Pisa, Italy
G Bagliesi INFN Sezione di Pisa, Pisa, Italy
V Bertacchi INFN Sezione di Pisa, Pisa, Italy Scuola Normale Superiore di Pisa, Pisa, Italy
R Bhattacharya INFN Sezione di Pisa, Pisa, Italy
L Bianchini INFN Sezione di Pisa, Pisa, Italy Università di Pisa, Pisa, Italy
T Boccali INFN Sezione di Pisa, Pisa, Italy
E Bossini 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
R Castaldi INFN Sezione di Pisa, Pisa, Italy
M A Ciocci 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
R Dell'Orso INFN Sezione di Pisa, Pisa, 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
D Matos Figueiredo INFN Sezione 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
S Parolia INFN Sezione di Pisa, Pisa, Italy
G Ramirez-Sanchez INFN Sezione di Pisa, Pisa, Italy Scuola Normale Superiore 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
S Roy Chowdhury INFN Sezione di Pisa, Pisa, Italy
T Sarkar INFN Sezione di Pisa, Pisa, Italy
A Scribano INFN Sezione di Pisa, Pisa, Italy
P Spagnolo INFN Sezione di Pisa, Pisa, Italy
R Tenchini INFN Sezione 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
A Venturi INFN Sezione di Pisa, Pisa, Italy
P G Verdini INFN Sezione di Pisa, Pisa, Italy
P Barria INFN Sezione di Roma, Roma, Italy
M Campana INFN Sezione di Roma, Roma, Italy Sapienza Università di Roma, Roma, Italy
F Cavallari INFN Sezione 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
E Di Marco INFN Sezione di Roma, Roma, Italy
M Diemoz INFN Sezione di Roma, Roma, Italy
E Longo INFN Sezione di Roma, Roma, Italy Sapienza Università di Roma, Roma, Italy
P Meridiani INFN Sezione di Roma, Roma, Italy
G Organtini INFN Sezione di Roma, Roma, Italy Sapienza Università di Roma, Roma, Italy
F Pandolfi INFN Sezione 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
C Rovelli INFN Sezione 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
N Bartosik INFN Sezione di Torino, Torino, 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
N Cartiglia 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
C Mariotti INFN Sezione 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
R Mulargia 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
N Pastrone INFN Sezione di Torino, Torino, Italy
M Pelliccioni INFN Sezione di Torino, Torino, Italy
M Ruspa INFN Sezione di Torino, Torino, Italy Università del Piemonte Orientale, Novara, Italy
K Shchelina INFN Sezione di Torino, Torino, 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
S Belforte INFN Sezione di Trieste, Trieste, Italy
V Candelise INFN Sezione di Trieste, Trieste, Italy Università di Trieste, Trieste, Italy
M Casarsa INFN Sezione di Trieste, Trieste, Italy
F Cossutti INFN Sezione di Trieste, Trieste, Italy
G Della Ricca INFN Sezione di Trieste, Trieste, Italy Università di Trieste, Trieste, Italy
G Sorrentino INFN Sezione di Trieste, Trieste, Italy Università di Trieste, Trieste, Italy
S Dogra 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
G N Kim Kyungpook National University, Daegu, Korea
J Kim 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
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
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 Lim Korea University, Seoul, Korea
J Park Korea University, Seoul, Korea
S K 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
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
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
D Kim University of Seoul, Seoul, Korea
S Kim University of Seoul, Seoul, Korea
B Ko University of Seoul, Seoul, Korea
J S H Lee University of Seoul, Seoul, Korea
Y Lee University of Seoul, Seoul, Korea
J A Merlin University of Seoul, Seoul, Korea
I C Park University of Seoul, Seoul, Korea
Y Roh University of Seoul, Seoul, Korea
D Song University of Seoul, Seoul, Korea
I J Watson 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
K Dreimanis Riga Technical University, Riga, Latvia
G Pikurs Riga Technical University, Riga, Latvia
A Potrebko Riga Technical University, Riga, Latvia
M Seidel Riga Technical University, Riga, Latvia
V Veckalns Riga Technical University, Riga, Latvia
M Ambrozas Vilnius University, Vilnius, Lithuania
A Juodagalvis Vilnius University, Vilnius, Lithuania
A Rinkevicius Vilnius University, Vilnius, Lithuania
G Tamulaitis Vilnius University, Vilnius, Lithuania
N Bin Norjoharuddeen National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia
S Y Hoh National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia
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 Castaneda Hernandez Universidad de Sonora (UNISON), Hermosillo, Mexico
H A Encinas Acosta Universidad de Sonora (UNISON), Hermosillo, Mexico
L G Gallegos Maríñez Universidad de Sonora (UNISON), Hermosillo, Mexico
M León Coello Universidad de Sonora (UNISON), Hermosillo, Mexico
J A Murillo Quijada Universidad de Sonora (UNISON), Hermosillo, Mexico
A Sehrawat Universidad de Sonora (UNISON), Hermosillo, Mexico
L Valencia Palomo 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
I Heredia-De La Cruz 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
C A Mondragon Herrera 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
C Oropeza Barrera Universidad Iberoamericana, Mexico City, Mexico
F Vazquez Valencia Universidad Iberoamericana, Mexico City, Mexico
I Pedraza Benemerita Universidad Autonoma de Puebla, Puebla, Mexico
H A Salazar Ibarguen Benemerita Universidad Autonoma de Puebla, Puebla, Mexico
C Uribe Estrada Benemerita Universidad Autonoma de Puebla, Puebla, Mexico
I Bubanja University of Montenegro, Podgorica, Montenegro
J Mijuskovic University of Montenegro, Podgorica, Montenegro
N Raicevic University of Montenegro, Podgorica, Montenegro
D Krofcheck University of Auckland, Auckland, 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
M Gul 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
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
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
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 Perez Dengra Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
A Pérez-Calero Yzquierdo 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
J Sastre 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
J F de Trocóniz Universidad Autónoma de Madrid, 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
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
P Martinez Ruiz Del Arbol 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
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
M K Jayananda University of Colombo, Colombo, Sri Lanka
B Kailasapathy University of Colombo, Colombo, Sri Lanka
D U J Sonnadara University of Colombo, Colombo, Sri Lanka
D D C Wickramarathna University of Colombo, Colombo, Sri Lanka
W G D Dharmaratna University of Ruhuna, Department of Physics, Matara, Sri Lanka
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
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
A Bermúdez Martínez 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
S S Chhibra CERN, European Organization for Nuclear Research, Geneva, Switzerland
S Choudhury CERN, European Organization for Nuclear Research, Geneva, Switzerland
M Cipriani 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
M Dünser CERN, European Organization for Nuclear Research, Geneva, Switzerland
N Dupont CERN, European Organization for Nuclear Research, Geneva, Switzerland
F Fallavollita CERN, European Organization for Nuclear Research, Geneva, Switzerland
A Florent 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 Ghosh 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
E Govorkova 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 Kaspar 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
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
L Orsini CERN, European Organization for Nuclear Research, Geneva, Switzerland
F Pantaleo CERN, European Organization for Nuclear Research, Geneva, Switzerland
E Perez 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
M Pitt CERN, European Organization for Nuclear Research, Geneva, Switzerland
H Qu CERN, European Organization for Nuclear Research, Geneva, Switzerland
T Quast CERN, European Organization for Nuclear Research, Geneva, Switzerland
D Rabady CERN, European Organization for Nuclear Research, Geneva, Switzerland
A Racz CERN, European Organization for Nuclear Research, Geneva, Switzerland
G Reales Gutiérrez 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
J Salfeld-Nebgen 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
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
K Tatar 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
W D Zeuner CERN, European Organization for Nuclear Research, Geneva, Switzerland
T Bevilacqua Paul Scherrer Institut, Villigen, Switzerland
L Caminada Paul Scherrer Institut, Villigen, Switzerland
A Ebrahimi Paul Scherrer Institut, Villigen, Switzerland
W Erdmann Paul Scherrer Institut, Villigen, Switzerland
R Horisberger 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
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
T A Gómez Espinosa 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
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
J Niedziela 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
P Bärtschi Universität Zürich, Zurich, Switzerland
C Botta Universität Zürich, Zurich, Switzerland
D Brzhechko Universität Zürich, Zurich, Switzerland
M F Canelli Universität Zürich, Zurich, Switzerland
K Cormier Universität Zürich, Zurich, Switzerland
A De Wit Universität Zürich, Zurich, Switzerland
R Del Burgo Universität Zürich, Zurich, Switzerland
J K Heikkilä Universität Zürich, Zurich, Switzerland
M Huwiler Universität Zürich, Zurich, Switzerland
W Jin Universität Zürich, Zurich, Switzerland
A Jofrehei Universität Zürich, Zurich, Switzerland
B Kilminster Universität Zürich, Zurich, Switzerland
S Leontsinis Universität Zürich, Zurich, Switzerland
S P Liechti Universität Zürich, Zurich, Switzerland
A Macchiolo Universität Zürich, Zurich, Switzerland
P Meiring Universität Zürich, Zurich, Switzerland
V M Mikuni Universität Zürich, Zurich, Switzerland
U Molinatti Universität Zürich, Zurich, Switzerland
I Neutelings Universität Zürich, Zurich, Switzerland
A Reimers Universität Zürich, Zurich, Switzerland
P Robmann Universität Zürich, Zurich, Switzerland
S Sanchez Cruz Universität Zürich, Zurich, Switzerland
K Schweiger Universität Zürich, Zurich, Switzerland
M Senger Universität Zürich, Zurich, Switzerland
Y Takahashi 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
H Cheng National Taiwan University (NTU), Taipei, Taiwan
W-S Hou 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
J Thomas-Wilsker 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
G Karapinar Middle East Technical University, Physics Department, Ankara, 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
I O Atakisi 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
V Epshteyn Istanbul University, Istanbul, Turkey
B Hacisahinoglu Istanbul University, Istanbul, Turkey
I Hos Istanbul University, Istanbul, Turkey
B Isildak Istanbul University, Istanbul, Turkey
B Kaynak Istanbul University, Istanbul, Turkey
S Ozkorucuklu Istanbul University, Istanbul, Turkey
C Simsek Istanbul University, Istanbul, Turkey
D Sunar Cerci Istanbul University, Istanbul, Turkey
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
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
S Paramesvaran University of Bristol, Bristol, United Kingdom
S Seif El Nasr-Storey University of Bristol, Bristol, United Kingdom
V J Smith University of Bristol, Bristol, United Kingdom
N Stylianou University of Bristol, Bristol, United Kingdom
K Walkingshaw Pass 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
D J A Cockerill 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
K Manolopoulos 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
C H Shepherd-Themistocleous Rutherford Appleton Laboratory, Didcot, United Kingdom
I R Tomalin Rutherford Appleton Laboratory, Didcot, United Kingdom
T Williams Rutherford Appleton Laboratory, Didcot, United Kingdom
R Bainbridge Imperial College, London, United Kingdom
P Bloch Imperial College, London, United Kingdom
J Borg Imperial College, London, United Kingdom
C E Brown Imperial College, London, United Kingdom
O Buchmuller Imperial College, London, United Kingdom
V Cacchio Imperial College, London, United Kingdom
C A Carrillo Montoya Imperial College, London, United Kingdom
V Cepaitis 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
M Della Negra 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
M H Hassanshahi Imperial College, London, United Kingdom
A Howard Imperial College, London, United Kingdom
G Iles 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
M Mieskolainen Imperial College, London, United Kingdom
J Nash Imperial College, London, United Kingdom
M Pesaresi Imperial College, London, United Kingdom
B C Radburn-Smith 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
M Vojinovic Imperial College, London, United Kingdom
N Wardle Imperial College, London, United Kingdom
S N Webb Imperial College, London, United Kingdom
D Winterbottom 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 Abdullin Baylor University, Waco, Texas, USA
A Brinkerhoff Baylor University, Waco, Texas, USA
B Caraway Baylor University, Waco, Texas, USA
J Dittmann Baylor University, Waco, Texas, USA
K Hatakeyama Baylor University, Waco, Texas, USA
J Hiltbrand Baylor University, Waco, Texas, USA
A R Kanuganti Baylor University, Waco, Texas, USA
B McMaster Baylor University, Waco, Texas, USA
M Saunders Baylor University, Waco, Texas, USA
S Sawant Baylor University, Waco, Texas, USA
C Sutantawibul 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, D.C., USA
A Dominguez Catholic University of America, Washington, D.C., USA
C Huerta Escamilla Catholic University of America, Washington, D.C., USA
A E Simsek Catholic University of America, Washington, D.C., USA
R Uniyal Catholic University of America, Washington, D.C., USA
A M Vargas Hernandez Catholic University of America, Washington, D.C., USA
R Chudasama The University of Alabama, Tuscaloosa, Alabama, USA
S I Cooper The University of Alabama, Tuscaloosa, Alabama, USA
D Di Croce 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
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 May 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
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
D Yu 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 Calderon De La Barca Sanchez University of California, Davis, Davis, California, USA
M Chertok 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
J W Gary 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
O R Long 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
B V Sathia Narayanan 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
M Citron 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
P Siddireddy 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
G Karathanasis 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
J Alexander Cornell University, Ithaca, New York, USA
S Bright-Thonney Cornell University, Ithaca, New York, USA
X Chen Cornell University, Ithaca, New York, USA
D J Cranshaw 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 R Patterson 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
K F Di Petrillo 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
S Norberg 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
A Reinsvold Hall Fermi National Accelerator Laboratory, Batavia, Illinois, USA
L Ristori Fermi National Accelerator Laboratory, Batavia, Illinois, USA
E Sexton-Kennedy 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
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
E Kuznetsova 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
G Mitselmakher University of Florida, Gainesville, Florida, USA
A Muthirakalayil Madhu 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
Z Wu University of Florida, Gainesville, Florida, USA
T Adams 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
T Kolberg Florida State University, Tallahassee, Florida, USA
G Martinez Florida State University, Tallahassee, Florida, USA
H Prosper Florida State University, Tallahassee, Florida, USA
O Viazlo Florida State University, Tallahassee, Florida, USA
M Wulansatiti Florida State University, Tallahassee, Florida, USA
R Yohay Florida State University, Tallahassee, Florida, USA
J Zhang Florida State University, Tallahassee, 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
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
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
G Oh 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
M Alhusseini 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
A Mestvirishvili 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
S Kyriacou Johns Hopkins University, Baltimore, Maryland, USA
P Maksimovic 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
L F Alcerro Alcerro 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
J King The University of Kansas, Lawrence, Kansas, USA
G Krintiras The University of Kansas, Lawrence, Kansas, USA
M Lazarovits 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
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
S Duric Kansas State University, Manhattan, Kansas, USA
A Ivanov Kansas State University, Manhattan, Kansas, USA
K Kaadze Kansas State University, Manhattan, Kansas, USA
A Kalogeropoulos Kansas State University, Manhattan, Kansas, USA
D Kim Kansas State University, Manhattan, Kansas, USA
Y Maravin Kansas State University, Manhattan, Kansas, USA
T Mitchell Kansas State University, Manhattan, Kansas, USA
A Modak 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
C Papageorgakis 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
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
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
R M Chatterjee University of Minnesota, Minneapolis, Minnesota, 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
Y Kubota University of Minnesota, Minneapolis, Minnesota, USA
D Mahon University of Minnesota, Minneapolis, Minnesota, USA
J Mans 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
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
A G Zecchinelli 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
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
A Tishelman-Charny Northeastern University, Boston, Massachusetts, USA
B Wang Northeastern University, Boston, Massachusetts, USA
D Wood Northeastern University, Boston, Massachusetts, USA
S Bhattacharya Northwestern University, Evanston, Illinois, USA
J Bueghly Northwestern University, Evanston, Illinois, USA
Z Chen Northwestern University, Evanston, Illinois, USA
A Gilbert Northwestern University, Evanston, Illinois, USA
K A Hahn Northwestern University, Evanston, Illinois, USA
Y Liu Northwestern University, Evanston, Illinois, USA
D G Monk Northwestern University, Evanston, Illinois, USA
N Odell 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
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 Hurtado Anampa 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
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
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
M Nunez Ornelas 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
H Bouchamaoui 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
A Frankenthal Princeton University, Princeton, New Jersey, USA
B Greenberg Princeton University, Princeton, New Jersey, USA
N Haubrich Princeton University, Princeton, New Jersey, USA
S Higginbotham 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
D Kondratyev 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
N Neumeister 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
M Stojanovic 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
R Xiao 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
D Acosta Rice University, Houston, Texas, USA
A Baty Rice University, Houston, Texas, USA
T Carnahan Rice University, Houston, Texas, USA
S Dildick Rice University, Houston, Texas, USA
K M Ecklund Rice University, Houston, Texas, USA
P J Fernández Manteca Rice University, Houston, Texas, USA
S Freed Rice University, Houston, Texas, USA
P Gardner Rice University, Houston, Texas, USA
F J M Geurts Rice University, Houston, Texas, USA
A Kumar Rice University, Houston, Texas, USA
W Li Rice University, Houston, Texas, USA
J Lin Rice University, Houston, Texas, USA
O Miguel Colin Rice University, Houston, Texas, USA
B P Padley Rice University, Houston, Texas, USA
R Redjimi Rice University, Houston, Texas, USA
J Rotter Rice University, Houston, Texas, USA
S Yang Rice University, Houston, Texas, USA
Z Ye Rice University, Houston, Texas, USA
E Yigitbasi 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
A Garcia-Bellido University of Rochester, Rochester, New York, USA
O Hindrichs University of Rochester, Rochester, New York, USA
A Khukhunaishvili 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
G P Van Onsem 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
M Osherson 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
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
E Nibigira University of Tennessee, Knoxville, Tennessee, USA
S Spanier University of Tennessee, Knoxville, Tennessee, 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
A Delgado 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
K Lamichhane Texas Tech University, Lubbock, Texas, USA
S W Lee Texas Tech University, Lubbock, Texas, USA
T Mengke Texas Tech University, Lubbock, Texas, USA
S Muthumuni Texas Tech University, Lubbock, Texas, USA
T Peltola Texas Tech University, Lubbock, Texas, USA
I Volobouev 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
R Kunnawalkam Elayavalli 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
J Viinikainen Vanderbilt University, Nashville, Tennessee, USA
B Cardwell University of Virginia, Charlottesville, Virginia, USA
B Cox University of Virginia, Charlottesville, Virginia, USA
G Cummings 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
C E Perez Lara 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
J Madhusudanan Sreekala 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 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
I Dremin 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
A Kaminskiy 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
L Khein 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
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
V Korotkikh 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
A Litomin 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
I Ovtin 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
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
I Vardanyan 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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Unusual magnetic interaction in CrTe: insights from machine-learning and empirical models

Chromium telluride (CrTe) has received much attention due to its small magnetic anisotropy, which hosts the potential for complex magnetic structures. However, its magnetic properties have been relatively unexplored with numerical simulations, as the magnetic interactions inside are quite unusual. In this study, we employ both a machine-learning model and an empirical model to investigate the magnetic phase transitions of bulk and monolayer CrTe, revealing the existence of unusual magnetic interaction, which can be captured by the machine-learning model but not the simple empirical model. Furthermore, our results also demonstrate that magnetic moments further apart exhibit stronger interactions than those in closer proximity, deviating from typical behavior.

[Epidemiological investigation of constipation in urban areas of Hangzhou, China]

Objective: To determine the prevalence and risk factors of constipation in Hangzhou urban areas by analyzing data from a recent epidemiological survey. Methods: From August 2022 to June 2023, a cross-sectional survey was conducted on 43 communities on eight streets in suburbs of Hangzhou, including Wangjiang, Sijiqing, Puyan, Changhe, Ziyang, Xiaoshanchengxiang, Zhuantang, and Banshan. Written questionnaires were filled out face to face by community doctors. The prevalence of constipation was investigated using a combination of the Bristol stool typing method and the Rome IV criteria. The risk factors for constipation were analyzed using multivariate logistic regression analysis. Results: The study cohort comprised 10,479 participants, 5551 of whom were male (53.0%) and 4928 female (47.0%). The overall prevalence of constipation was 10.6% (1107/10,479). The prevalence was 11.0% (613/5551) for male and 10.0% (494/4928) for female participants; this difference is not statistically significant (P>0.05).There were no significant differences in the prevalence of constipation between different categories of body mass index (P>0.05). The prevalence of constipation was highest in individuals aged 70 years and above, accounting for 15.4% (264/1717) of all cases. There were significant differences in the prevalence of constipation between different occupations, marital statuses, and educational levels (P<0.001). Patients with hypertension or diabetes mellitus had a higher prevalence of constipation than those without these conditions, those who had been taking long-term medication had a higher prevalence of constipation than those who did not, parents of children with constipation had a higher prevalence of constipation than those with children who did not have constipation, and there were other significant differences in various variables (P<0.001). Multivariate logistic regression analysis of modifiable factors revealed that eating less fruit (OR=1.284, 95%CI: 1.061-1.553, P=0.010), liking spicy and salty food (OR=1.234, 95%CI: 1.039-1.466, P=0.016), sleeping for too long (OR=1.644, 95%CI: 1.260-2.144, P<0.001), irregular sleep patterns (OR=1.370, 95%CI: 1.127-1.665, P=0.002) and minimal exercise (OR=1.388, 95% CI: 1.168-1.649, P<0.001) were all risk factors for constipation; whereas mix diets (OR=0.709,95%CI:0.608-0.826, P<0.001), meat diets (OR=0.604,95%CI: 0.495-0.736, P<0.001), moderate alcohol consumption (OR=0.659, 95% CI: 0.534-0.812, P<0.001), less or no drinking (OR=0.523, 95% CI: 0.428-0.638, P<0.001), and non-smoking (OR=0.819, 95%CI:0.674-0.995, P<0.001) protected against constipation. We found no association between dietary preferences and the risk of constipation (refined grains: OR=1.147, 95%CI:0.944-1.393, P=0.167; no specific preference: OR=0.935, 95%CI:0.783-1.117, P=0.459). The rate of agreement between self-evaluation of constipation by the respondents and objective criteria was higher for negatives (95.8%) than for positives (38.0%). Conclusion: The prevalence of constipation is relatively high in the urban population of Hangzhou. A good lifestyle and diet can significantly reduce its incidence. There should be more emphasis on preventive education, promotion of prevention of constipation, and advocacy for a healthy lifestyle.

Machine learning algorithm to predict the in-hospital mortality in critically ill patients with chronic kidney disease

BACKGROUND

This study aimed to establish and validate a machine learning (ML) model for predicting in-hospital mortality in critically ill patients with chronic kidney disease (CKD).

METHODS

This study collected data on CKD patients from 2008 to 2019 using the Medical Information Mart for Intensive Care IV. Six ML approaches were used to build the model. Accuracy and area under the curve (AUC) were used to choose the best model. In addition, the best model was interpreted using SHapley Additive exPlanations (SHAP) values.

RESULTS

There were 8527 CKD patients eligible for participation; the median age was 75.1 (interquartile range: 65.0-83.5) years, and 61.7% (5259/8527) were male. We developed six ML models with clinical variables as input factors. Among the six models developed, the eXtreme Gradient Boosting (XGBoost) model had the highest AUC, at 0.860. According to the SHAP values, the sequential organ failure assessment score, urine output, respiratory rate, and simplified acute physiology score II were the four most influential variables in the XGBoost model.

CONCLUSIONS

In conclusion, we successfully developed and validated ML models for predicting mortality in critically ill patients with CKD. Among all ML models, the XGBoost model is the most effective ML model that can help clinicians accurately manage and implement early interventions, which may reduce mortality in critically ill CKD patients with a high risk of death.

Predicting coronary artery disease by carotid color doppler ultrasonography

OBJECTIVE

In this study, the color ultrasound indicators of carotid atherosclerosis (CAS) intima-media thickness (IMT) and atherosclerotic plaque (AP) were retrospectively analyzed for the prediction of CHD with the help of compressed speckle denoising.

PATIENTS AND METHODS

A total of 248 patients with suspected coronary atherosclerosis admitted to the Department of Cardiovascular Medicine of The First Affiliated Hospital of Harbin Medical University from August 2020 to January 2022 were retrospectively recruited as research subjects.

RESULTS

The plaque detection rate (71.83%), IMT (1.26 ± 0.75) mm, and plaque index (PI) (2.31 ± 0.95) in the Obs group were greatly higher. The IMT and PI values in the patients with two CALs were superior to those in patients with a single CAL, and the IMT and PI values in the patients with three CALs were higher than those in patients with two CALs, illustrating considerable differences between the two groups (p < 0.05). The predictive sensitivity of IMT combined with AP was higher than that of IMT and AP (p < 0.05), and the predictive specificity of AP results was markedly inferior to that of IMT and IMT combined with AP (p < 0.05).

CONCLUSIONS

The ultrasound examination of CAS had obvious predictive value for the occurrence and disease severity of CHD. The higher the IMT and AP, the higher the incidence and severity of CAD.

Randomized controlled trial of nalfurafine for refractory pruritus in hemodialysis patients

Background: Chronic kidney disease-associated pruritus (CKD-aP) is very common and sometimes refractory to treatment in hemodialysis patients. In a trial conducted in Japan, nalfurafine, effectively reduced itching of treatment-resistant CKD-aP. Our present bridging study aimed to evaluate the efficacy and safety of nalfurafine in Chinese cohort with refractory CKD-aP.Methods: In this phase III, multicenter bridging study conducted at 22 sites in China, 141 Chinese cases with refractory CKD-aP were randomly (2:2:1) assigned to receive 5 μg, 2.5 μg of nalfurafine or a placebo orally for 14 days in a double-blind manner. The primary end point was the mean decrease in the mean visual analogue scale (VAS) from baseline.Results: A total of 141 patients were included. The primary endpoint analysis based on full analysis set (FAS), the difference of mean VAS decrease between 5 μg nalfurafine and placebo group was 11.37 mm (p = .041); the difference of mean VAS decrease between 2.5 μg and placebo group was 8.81 mm, but not statistically significantly different. Both differences were greater than 4.13 mm, which met its predefined success criterion of at least 50% efficacy of the key Japanese clinical trial. The per protocol set (PPS) analysis got similar results. The incidence of adverse drug reactions (ADRs) was 49.1% in 5μg, 38.6% in 2.5 μg and 33.3% in placebo group. The most common ADR was insomnia, seen in 21 of the 114 nalfurafine patients.Conclusions: Oral nalfurafine effectively reduced itching with few significant ADRs in Chinese hemodialysis patients with refractory pruritus.

[Sequence analysis of Paragonimus internal transcribed spacer 2 and cyclooxygenase 1 genes in freshwater crabs in Henan Province]

OBJECTIVE

To investigate the sequences of internal transcribed spacer 2 (ITS2) and cyclooxygenase 1 (COX1) genes of Paragonimus metacercariae in freshwater crabs in Henan Province, identify the species of Paragonimus and evaluate its genetic relationships with Paragonimus isolates from other provinces in China.

METHODS

Freshwater crabs were collected from 8 survey sites in Zhengzhou, Luoyang, Pingdingshan, Nanyang and Jiyuan cities of Henan Province from 2016 to 2021, and Paragonimus metacercariae were detected in freshwater crabs. Genomic DNA was extracted from Paragonimus metacercariae, and the ITS2 and COX1 genes were amplified using PCR assay, followed by sequencing of PCR amplification products. The gene sequences were spliced and aligned using the software DNASTAR, and aligned with the sequences of Paragonimus genes in the GenBank. Phylogenetic trees were created using the MEGA6 software with the Neighbor-Joining method based on ITS2 and COX1 gene sequences, with Fasciola hepatica as the outgroup.

RESULTS

The detection rates of Paragonimus metacercariae were 6.83% (11/161), 50.82% (31/61), 18.52% (5/26), 8.76% (12/137), 14.29% (9/63), 17.76% (19/105), 18.50% (32/173) and 42.71% (41/96) in freshwater crabs from 8 survey sites in Zhengzhou, Luoyang, Pingdingshan, Nanyang and Jiyuan cities of Henan Province, with a mean detection rate of 19.46% (160/822), and a mean infection intensity of 0.57 metacercariae/g. The amplified ITS2 and COX1 gene fragments of Paragonimus were approximately 500 bp and 450 bp in lengths, respectively. The ITS2 gene sequences of Paragonimus metacercariae from 8 survey sites of Henan Province showed the highest homology (99.8% to 100.0%) with the gene sequence of P. skrjabini (GenBank accession number: MW960209.1), and phylogenetic analysis showed that the Paragonimus in this study was clustered into the same clade with P. skrjabini from Sichuan Province (GenBank accession number: AY618747.1), Guangxi Zhuang Autonomous Region (GenBank accession number: AY618729.1) and Hubei Province (GenBank accession number: AY618751.1), and P. miyazaki from Fujian Province (GenBank accession number: AY618741.1) and Japan (GenBank accession number: AB713405.1). The COX1 gene sequences of Paragonimus metacercariae from 8 survey sites of Henan Province showed the highest homology (90.0% to 100.0%) with the gene sequence of P. skrjabini (GenBank accession number: AY618798.1), and phylogenetic analysis showed that the Paragonimus in this study was clustered into the same clade with all P. skrjabini and clustered into the same sub-clade with P. skrjabini from Hubei Province (GenBank accession numbers: AY618782.1 and AY618764.1).

CONCLUSIONS

Paragonimus species from freshwater crabs in Henan Province were all characterized as P. skrjabini, and the ITS2 and COX1 gene sequences had the highest homology to those of P. skrjabini from Hubei Province. The results provide insights into study of Paragonimus in Henan Province and China.

Evidence from Mendelian randomization: increased risk of miscarriage in patients with asthma

OBJECTIVE

Several observational studies have revealed a possible association between asthma and miscarriage. However, inferring causal relationships from observational studies may be fraught with problems like bias, reverse causation, and residual confounding. Therefore, to assess the possible causal effect of asthma on miscarriage, we performed a two-sample Mendelian randomization (MR) analysis.

MATERIALS AND METHODS

Asthma (56,167 cases and 352,255 controls) and miscarriage (9,113 cases and 89,340 controls) data from two GWAS of European ancestry were evaluated. Single nucleotide polymorphisms (SNPs) were used as instrumental variables (IVs). The random effect inverse-variance weighted (IVW) Mendelian randomization approach was used as the primary method, and MR-Egger, weighted-median, and MR-PRESSO approaches were replenished as sensitivity analysis to test the robustness of the results.

RESULTS

In total, 70 SNPs were obtained using the SNP criteria. Additionally, the MR study found substantial evidence of the causality between asthma and miscarriage [IVW, OR=1.092; 95% CI=1.017-1.174; p<0.05]. The sensitivity analysis demonstrated the reliability of the MR findings [horizontal pleiotropy (MR-Egger, intercept=-0.0002; Standard error of mean, se=0.006; p=0.975)].

CONCLUSIONS

Asthma is a causal risk factor for miscarriage in European populations, according to MR evidence. Our results emphasize the significance of asthma management in reducing the risk of miscarriage in individuals with asthma.

The effect of curcumin on on intravitreal proinflammatory cytokines, oxidative stress markers, and vascular endothelial growth factor in an experimental model of diabetic retinopathy

The prevalence of diabetic retinopathy (DR) is high among individuals with diabetes. Curcumin (CUR) has been suggested as a possible treatment for this condition. This study aimed to investigate the impact of CUR on pro-inflammatory cytokines, oxidative stress markers, and vascular endothelial growth factor (VEGF) in an experimental model of DR. The study used Spontaneously Diabetic Torii (SDT) rats and divided them into groups to receive various CUR doses (10, 50, 100 mg/kg/day) or distilled water for four weeks. Non-diabetic Sprague-Dawley (SD) rats were used as a control group. Pro-inflammatory cytokines (interleukin (IL)-1, IL-6, tumor necrosis factor alpha (TNF-α), interferon gamma (IFN-γ)) (by ELISA), oxidative stress markers (superoxide dismutase (SOD), malondialdehyde (MDA), glutathione peroxidase (GPX), catalase (CAT)), and VEGF expression (by RT-PCR) and content (by Western-blot and immunostaining) were assessed as outcome measures. The study found that diabetic rats who received varying doses of CUR showed a decrease in pro-inflammatory cytokines (TNF-α, IFN-γ, IL-1), oxidative stress markers (SOD, MDA, GPX, CAT), and VEGF expression and content in the vitreous. The decrease in these markers was dose-dependent and significantly different from diabetic rats who did not receive CUR (p<0.01). However, there was no significant difference in the vitreous level of IL-6 between the groups (p=0.35). The study concluded that CUR has the potential to alleviate inflammation and oxidative stress induced by diabetes in the vitreous microenvironment of rats. CUR also reduced the increase in VEGF levels in the vitreous of diabetic rats. These findings suggest that CUR could be a viable therapeutic option for the treatment of DR.

Measurements of Groomed-Jet Substructure of Charm Jets Tagged by D^{0} Mesons in Proton-Proton Collisions at sqrt[s]=13 TeV

Understanding the role of parton mass and Casimir color factors in the quantum chromodynamics parton shower represents an important step in characterizing the emission properties of heavy quarks. Recent experimental advances in jet substructure techniques have provided the opportunity to isolate and characterize gluon emissions from heavy quarks. In this Letter, the first direct experimental constraint on the charm-quark splitting function is presented, obtained via the measurement of the groomed shared momentum fraction of the first splitting in charm jets, tagged by a reconstructed D^{0} meson. The measurement is made in proton-proton collisions at sqrt[s]=13  TeV, in the low jet transverse-momentum interval of 15≤p_{T}^{jet ch}<30  GeV/c where the emission properties are sensitive to parton mass effects. In addition, the opening angle of the first perturbative emission of the charm quark, as well as the number of perturbative emissions it undergoes, is reported. Comparisons to measurements of an inclusive-jet sample show a steeper splitting function for charm quarks compared with gluons and light quarks. Charm quarks also undergo fewer perturbative emissions in the parton shower, with a reduced probability of large-angle emissions.

[Precise minimally invasive treatment of mandibular fracture in children assisted by digital surgery technology]

Objective: To explore the role of digital three-dimensional printing technology and multifunctional board in the treatment of mandibular fracture in children. Methods: From January 2006 to January 2022, 42 children with mandibular fracture were treated by Department of Stomatology, in The First Affiliated Hospital of Bengbu Medical College, including 25 males and 17 females. The patients, aged from 4 to 12 years, with the median age was 10 years old, were divided into observation group (22 cases) and routine group (20 cases) according to the treatment methods. In the observation group, the multifunctional board was made before operation, and the CT data of the children were imported into Mimics software in".dicom"format, and the displaced mandible was virtually reset. The jaw reduction model was made by three-dimensional printing, and the surgical operation was simulated on the reduction model to determine the model and position of the internal fixation device and shape it. During the operation, the fracture was reduced and fixed according to the preoperative design; The conventional group was treated with open reduction and internal fixation of mandibular fracture by traditional methods, and the clinical application value was compared and analyzed through the intraoperative situation, occlusal relationship, and follow-up of the two groups. Results: The total intraoperative bleeding volume [(30.25±4.02) ml] and surgical time [(64.3±9.2) min] in the observation group were significantly lower than those in the conventional group [(35.13±5.69) ml and (84.6±13.9) min, respectively] (F=6.18, P=0.003; F=1.32, P=0.001). The excellent and good rate of occlusal relationship in the observation group [96% (21/22)] was significantly higher than that in the conventional group [85% (17/20)] (F=4.27, P=0.039). The incidence of complications, the observation group, 1 case of poor occlusion, 1 case of postoperative infection; In the routine group, there were 3 cases with poor occlusion, 1 case with nerve injury, 1 case with root injury and 1 case with tooth germ injury. Conclusions: The application of digitization three-dimensional printing technology combined with multifunctional occlusal plate in children's mandibular fracture is minimally invasive, safe, efficient and accurate, and the clinical effect is good.

Measurement of the top quark mass using a profile likelihood approach with the lepton + jets final states in proton-proton collisions at s=13TeV

The mass of the top quark is measured in 36.3fb - 1 of LHC proton-proton collision data collected with the CMS detector at s = 13 Te V . The measurement uses a sample of top quark pair candidate events containing one isolated electron or muon and at least four jets in the final state. For each event, the mass is reconstructed from a kinematic fit of the decay products to a top quark pair hypothesis. A profile likelihood method is applied using up to four observables per event to extract the top quark mass. The top quark mass is measured to be 171.77 ± 0.37 Ge V . This approach significantly improves the precision over previous measurements.

A search for decays of the Higgs boson to invisible particles in events with a top-antitop quark pair or a vector boson in proton-proton collisions at s=13TeV

A search for decays to invisible particles of Higgs bosons produced in association with a top-antitop quark pair or a vector boson, which both decay to a fully hadronic final state, has been performed using proton-proton collision data collected at s = 13 Te V by the CMS experiment at the LHC, corresponding to an integrated luminosity of 138fb - 1 . The 95% confidence level upper limit set on the branching fraction of the 125Ge V Higgs boson to invisible particles, B ( H → inv ) , is 0.54 (0.39 expected), assuming standard model production cross sections. The results of this analysis are combined with previous B ( H → inv ) searches carried out at s = 7 , 8, and 13Te V in complementary production modes. The combined upper limit at 95% confidence level on B ( H → inv ) is 0.15 (0.08 expected).

Observation of τ Lepton Pair Production in Ultraperipheral Pb-Pb Collisions at sqrt[s_{NN}]=5.02 TeV

We present an observation of photon-photon production of τ lepton pairs in ultraperipheral lead-lead collisions. The measurement is based on a data sample with an integrated luminosity of 404  μb^{-1} collected by the CMS experiment at a center-of-mass energy per nucleon pair of sqrt[s_{NN}]=5.02  TeV. The γγ→τ^{+}τ^{-} process is observed for τ^{+}τ^{-} events with a muon and three charged hadrons in the final state. The measured fiducial cross section is σ(γγ→τ^{+}τ^{-})=4.8±0.6(stat)±0.5(syst)  μb, where the second (third) term corresponds to the statistical (systematic) uncertainty in σ(γγ→τ^{+}τ^{-}) in agreement with leading-order QED predictions. Using σ(γγ→τ^{+}τ^{-}), we estimate a model-dependent value of the anomalous magnetic moment of the τ lepton of a_{τ}=0.001_{-0.089}^{+0.055}.

The Causal Effect of Obesity on the Risk of 15 Autoimmune Diseases: A Mendelian Randomization Study

INTRODUCTION

Observational studies have shown that obesity is a risk factor for various autoimmune diseases. However, the causal relationship between obesity and autoimmune diseases is unclear. Mendelian randomization (MR) was used to investigate the causal effects of obesity on 15 autoimmune diseases.

METHODS

MR analysis employed instrumental variables, specifically single-nucleotide polymorphisms associated with obesity measures such as body mass index (BMI), waist circumference, hip circumference, and waist-to-hip ratio. The study utilized UK Biobank and FinnGen data to estimate the causal relationship between obesity and autoimmune diseases.

RESULTS

Genetically predicted BMI was associated with risk for five autoimmune diseases. The odds ratio per 1-SD increase in genetically predicted BMI, the OR was 1.28 (95% CI, 1.18-1.09; p < 0.001) for asthma, 1.37 (95% CI, 1.24-1.51; p < 0.001) for hypothyroidism, 1.52 (95% CI, 1.27-1.83; p < 0.001) for psoriasis, 1.22 (95% CI, 1.06-1.40; p = 0.005) for rheumatoid arthritis, and 1.55 (95% CI, 1.32-1.83; p < 0.001) for type 1 diabetes. However, after adjusting for genetic susceptibility to drinking and smoking, the correlation between BMI and rheumatoid arthritis was not statistically significant. Genetically predicted waist circumference, hip circumference, and waist and hip circumference were associated with 6, 6, and 1 autoimmune disease, respectively.

CONCLUSION

This study suggests that obesity may be associated with an increased risk of several autoimmune diseases, such as asthma, hypothyroidism, psoriasis, rheumatoid arthritis, and type 1 diabetes.

[Impact of COVID-19 pandemic on the management of imported malaria in China]

OBJECTIVE

To examine the impact of COVID-19 pandemic on the epidemic status of imported malaria and national malaria control program in China, so as to provide insights into post-elimination malaria surveillance.

METHODS

All data pertaining to imported malaria cases were collected from Anhui Province, Hubei Province, Henan Province, Zhejiang Province and Guangxi Zhuang Autonomous Region during the period from January 1, 2018 through December 31, 2021. The number of malaria cases, species of malaria parasites, country where malaria parasite were infected, diagnosis and treatment after returning to China, and response were compared before (from January 1, 2018 to January 22, 2020) and after the COVID-19 pandemic (from January 23, 2020 to December 31, 2021).

RESULTS

A total of 2 054 imported malaria cases were reported in Anhui Province, Hubei Province, Henan Province, Zhejiang Province and Guangxi Zhuang Autonomous Region during the period from January 1, 2018 to December 31, 2021, and there were 1 722 cases and 332 cases reported before and after the COVID-19 pandemic, respectively. All cases were reported within one day after definitive diagnosis. The annual mean number of reported malaria cases reduced by 79.30% in Anhui Province, Hubei Province, Henan Province, Zhejiang Province and Guangxi Zhuang Autonomous Region after the COVID-19 pandemic (171 cases) than before the pandemic (826 cases), and the number of monthly reported malaria cases significantly reduced in Anhui Province, Hubei Province, Henan Province, Zhejiang Province and Guangxi Zhuang Autonomous Region since February 2020. There was a significant difference in the constituent ratio of species of malaria parasites among the imported malaria cases in Anhui Province, Hubei Province, Henan Province, Zhejiang Province and Guangxi Zhuang Autonomous Region before and after the COVID-19 pandemic (χ2 = 146.70, P < 0.05), and P. falciparum malaria was predominant before the COVID-19 pandemic (72.30%), while P. ovale malaria (44.28%) was predominant after the COVID-19 pandemic, followed by P. falciparum malaria (37.65%). There was a significant difference in the constituent ratio of country where malaria parasites were infected among imported malaria cases in Anhui Province, Hubei Province, Henan Province, Zhejiang Province and Guangxi Zhuang Autonomous Region before and after the COVID-19 pandemic (χ2 = 13.83, P < 0.05), and the proportion of malaria cases that acquired Plasmodium infections in western Africa reduced after the COVID-19 pandemic that before the pandemic (44.13% vs. 37.95%; χ2 = 4.34, P < 0.05), while the proportion of malaria cases that acquired Plasmodium infections in eastern Africa increased after the COVID-19 pandemic that before the pandemic (9.58% vs. 15.36%; χ2 = 9.88, P = 0.02). The proportion of completing case investigation within 3 days was significantly lower after the COVID-19 pandemic than before the pandemic (96.69% vs. 98.32%; χ2= 3.87, P < 0.05), while the proportion of finishing foci investigation and response within 7 days was significantly higher after the COVID-19 pandemic than before the pandemic (100.00% vs. 98.43%; χ2 = 3.95, P < 0.05).

CONCLUSIONS

The number of imported malaria cases remarkably reduced in Anhui Province, Hubei Province, Henan Province, Zhejiang Province and Guangxi Zhuang Autonomous Region of China during the COVID-19 pandemic, with a decreased proportion of completing case investigations within 3 days. The sensitivity of the malaria surveillance-response system requires to be improved to prevent the risk of secondary transmission of malaria due to the sharp increase in the number of imported malaria cases following the change of the COVID-19 containment policy.

Interpretable Machine Learning for Predicting Symptomatic Pneumonitis in Locally Advanced Non-Small Cell Lung Cancer Patients Treated with Concurrent Chemoradiotherapy and Immune Checkpoint Inhibitor Consolidation

PURPOSE/OBJECTIVE(S)

The rate of grade 2 and higher pneumonitis has increased with the use of immune checkpoint inhibitors (ICI) following chemoradiotherapy (CRT) for lung cancer, which may alter previously established dose-volume constraints (DVC). In this study, we used an interpretable machine learning model with clinical and dosimetric features to predict grade 2+ pneumonitis and determine DVC associated with pneumonitis for locally advanced non-small cell lung cancer (LA-NSCLC) radiotherapy (RT).

MATERIALS/METHODS

Between October 2017 and December 2021, 223 consecutively treated patients with LANSCLC treated with CRT and ICI were retrospectively reviewed. The dataset was split into training and test sets (n = 144/79). Clinical features included age, sex, smoking status, pack-years, BMI, ECOG PS, COPD, tumor location, delivered dose, RT technique, chemotherapy agent and volume of GTVp/GTVn. A total of 228 dosimetric features from the heart, contralateral/ipsilateral lung and lungs-IGTV were extracted, including the minimum/mean dose to the hottest x% volume (Dx%[Gy]/MOHx%[Gy]; x was 5-95 in 5% increments) and minimum/mean/maximum dose and percent volume receiving at least xGy (VxGy [%]; x was 5-60 in 5Gy increments), as well as the overlapping volume of each structure with PTV and the distance from each structure to GTVp/GTVn. Feature selection was performed using Boruta, followed by collinearity removal based on the variance inflation factor. The explainable boosting machine (EBM) was trained on the selected features. The performance of EBM on the test set was evaluated using the area under the receiver operating characteristic curve (AUC) and compared with that of blackbox (BB) models, including extreme gradient boosting (XGB), random forest (RF), and supporting vector machine (SVM). The global explanation of each feature's contribution to the predictions provided by the EBM was used to determine DVC. Shapley additive explanations (SHAP) were used to explain BB predictions.

RESULTS

Selected features, ranked in order of EBM's overall feature importance, were V25Gy [%] and MOH65%[Gy] in the ipsilateral lung, the maximum dose in the heart, MOH30%[Gy] in the contralateral lung, and BMI. No dosimetric features in the lungs-IGTV were selected. The SHAP values of three BB models showed similar trends to the feature importance of the EBM. The global explanations of the EBM suggested that to mitigate the risk of pneumonitis, the ipsilateral lung should have V25Gy [%] < 36.8% and MOH65%[Gy] < 39.5Gy, and the heart should have D0.03cc [Gy] < 66.0Gy. Furthermore, an increased risk of pneumonitis was indicated with an increase in BMI, and, surprisingly, a decrease in MOH30%[Gy] in the contralateral lung. The EBM showed the best performance for predicting grade 2+ pneumonitis (AUC = 0.739), followed by RF, SVM, and XGB (AUC = 0.735, 0.733, and 0.717).

CONCLUSION

EBM has the potential to predict grade 2+ pneumonitis in LA-NSCLC patients treated with CRT and ICI, while providing guidance on DVC.

Integration of Multiparameter MRI into Conventional Pretreatment Risk Factors to Predict Adverse Features after Radical Prostatectomy

PURPOSE/OBJECTIVE(S)

The purpose of this study was to Integration of Multiparameter MRI into conventional pretreatment risk factors to develop nomogram for the prediction of adverse features (i.e., positive margin (PM) or extra-prostatic extension (EPE)) indicated for postoperative radiotherapy in patients with prostate cancer.

MATERIALS/METHODS

We analyzed 203 histologically proven prostate cancer patients underwent preoperative 3T multiparametric MRI including high b value (0, 1500 s/mm2) diffusion-weighted imaging between 2019 and 2022 at our hospital. Patients with a history of neoadjuvant hormonal therapy, or patients whose surgeon's experience was ≤3 years were excluded. Age, surgical technique, serum PSA level, PSA density, clinical T stage, and biopsy Gleason score were clinical predictors. MRI parameters include prostate volume, tumor size, ECE score, seminal vesicle invasion score, tumor location (apex, peripheral region, or bladder neck), apparent diffusion coefficient (ADC), tumor contact length (TCL), PI-RADS score. Predictors were used in nomograms developed from multivariable logistic regression analysis to estimate the probability of positive margin (PM) or extra-prostatic extension (EPE) after RP. The nomogram's predictive accuracy and discriminative ability were determined by the concordance index with calibration and receiver operating characteristic (ROC) curves.

RESULTS

(1) Patient characters: Table 1 lists the MRI characteristics of the patients. Median PSA level is 17.6ng/ml. All patients received extra-fascial resection. 44% of the patients underwent robotic surgery. 24% of the patients had positive margins. In 226 patients who was clinically confined to the prostate, 100 (44%) had a postoperative pathological upgrade of pT3a or above. 46 (29%) of the 158 patients with biopsy grade group (GG)1 was confirmed GG3-5 after RP.

CONCLUSION

Using mpMRI parameters and clinicopathological information, we produced nomograms that may accurately predict adverse Features that are indications for postoperative radiotherapy after RP, which may help individualize treatment decision-making.