Reweighting simulated events using machine-learning techniques in the CMS experiment

Journal:
European Physical Journal C
Published:
DOI:
10.1140/epjc/s10052-025-14097-x
Affiliations:
310
Authors:
2399
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Institutions Authors Share
European Organization for Nuclear Research (CERN), Switzerland
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167.583333
167.583333
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Fermi National Accelerator Laboratory (Fermilab), United States of America (USA)
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74.250000
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74.250000
74.250000
74.250000
74.250000
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German Electron Synchrotron (DESY), Germany
68.833333
68.833333
68.833333
68.833333
68.833333
68.833333
68.833333
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RWTH Aachen University (RWTH Aachen), Germany
53.333333
53.333333
53.333333
53.333333
53.333333
53.333333
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University of Hamburg (UHH), Germany
46.500000
46.500000
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46.500000
46.500000
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Karlsruhe Institute of Technology (KIT), Germany
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44.500000
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Imperial College London (ICL), United Kingdom (UK)
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Swiss Federal Institute of Technology Zurich (ETH Zurich), Switzerland
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33.500000
33.500000
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Centre for Energy, Environment and Technology (CIEMAT), Spain
31.000000
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31.000000
31.000000
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University of Notre Dame (ND), United States of America (USA)
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30.500000
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University of Wisconsin-Madison (UW-Madison), United States of America (USA)
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Leprince-Ringuet Laboratory (LLR), France
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University of Illinois at Chicago (UIC), United States of America (USA)
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Massachusetts Institute of Technology (MIT), United States of America (USA)
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University of California, San Diego (UC San Diego), United States of America (USA)
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27.000000
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Rutgers, The State University of New Jersey (RU), United States of America (USA)
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Institute of Nuclear Physics of Lyon (IPNL), France
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STFC Rutherford Appleton Laboratory (RAL), United Kingdom (UK)
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Purdue University, United States of America (USA)
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22.500000
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University of California, Santa Barbara (UCSB), United States of America (USA)
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The University of Kansas (KU), United States of America (USA)
21.500000
21.500000
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University of Zurich (UZH), Switzerland
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Northeastern University (NU), United States of America (USA)
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Boston University (BU), United States of America (USA)
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University of Florida (UF), United States of America (USA)
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CEA Institute of Research into the Fundamental Laws of the Universe (IRFU), France
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University of Maryland (UMD), United States of America (USA)
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Université Libre de Bruxelles (ULB), Belgium
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University of California, Davis (UC Davis), United States of America (USA)
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Princeton University, United States of America (USA)
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Rio de Janeiro State University (UERJ), Brazil
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Indian Institute of Technology Madras (IIT Madras), India
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Brown University, United States of America (USA)
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State Key Laboratory of Nuclear Physics and Technology (SKLNPT), China
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Institute of Physics of Cantabria (IFCA), Spain
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National Taiwan University (NTU), Taiwan
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Carnegie Mellon University (CMU), United States of America (USA)
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Institute for High Energy Physics (HEPHY), ÖAW, Austria
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Seoul National University (SNU), South Korea
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Laboratory of Instrumentation and Experimental Particle Physics (LIP), Portugal
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Cornell University, United States of America (USA)
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Çukurova University, Turkey
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Institut Pluridisciplinaire Hubert Curien (IPHC), France
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University of Bristol (UoB), United Kingdom (UK)
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Rice University, United States of America (USA)
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University of Bari Aldo Moro (UniBA), Italy
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INFN Section in Bari, Italy
15.833333
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Tata Institute of Fundamental Research (TIFR), India
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Catholic University of Louvain (UCLouvain), Belgium
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University of California, Los Angeles (UCLA), United States of America (USA)
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University of Bologna (UNIBO), Italy
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INFN Section in Bologna, Italy
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University of Turin (UNITO), Italy
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Helsinki Institute of Physics (HIP), Finland
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University of Oviedo (UniOvi), Spain
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University of Colorado Boulder (CU-Boulder), United States of America (USA)
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Florida State University (FSU), United States of America (USA)
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INFN Section in Torino, Italy
13.666667
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University of Eastern Piedmont "Amedeo Avogadro" (UPO), Italy
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Free University of Brussels (VUB), Belgium
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Panjab University (PU), India
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Kyungpook National University (KNU), South Korea
13.500000
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Texas A&M University (TAMU), United States of America (USA)
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Baylor University, United States of America (USA)
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California Institute of Technology (Caltech), United States of America (USA)
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University of Nebraska-Lincoln (UNL), United States of America (USA)
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INFN Section in Milano-Bicocca, Italy
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University of Milano-Bicocca (UNIMIB), Italy
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The University of Iowa (UI), United States of America (USA)
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Ghent University (UGent), Belgium
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University of Cyprus, Cyprus
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University at Buffalo, The State University of New York (SUNY UB), United States of America (USA)
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Vanderbilt University (VU), United States of America (USA)
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Institute of High Energy Physics (IHEP), CAS, China
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Sapienza University of Rome, Italy
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INFN Section in Roma, Italy
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Paul Scherrer Institute (PSI), Switzerland
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Johns Hopkins University (JHU), United States of America (USA)
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University of Minnesota (UMN), United States of America (USA)
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Northwestern University (NU), United States of America (USA)
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National and Kapodistrian University of Athens (UOA), Greece
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The University of Alabama (UA), United States of America (USA)
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University of Ioannina (UOI), Greece
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University of Delhi (DU), India
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University of Seoul (UOS), South Korea
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The Ohio State University (OSU), United States of America (USA)
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The University of Tennessee at Knoxville (UTK), United States of America (USA)
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Texas Tech University (TTU), United States of America (USA)
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University of Padova (UNIPD), Italy
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INFN Section in Padova, Italy
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University of Trento (UNITN), Italy
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University of Rochester (UR), United States of America (USA)
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University of Florence (UNIFI), Italy
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INFN Section in Florence, Italy
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University of Pisa (UNIPI), Italy
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INFN Section in Pisa, Italy
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Scuola Normale Superiore (SNS), Italy
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University of Siena (UNISI), Italy
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National Institute of Chemical Physics and Biophysics (NICPB), Estonia
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National Institute of Science Education and Research (NISER), India
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Brazilian Center for Research in Physics (CBPF), MCTIC, Brazil
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Indian Institute of Science Education and Research Pune (IISER Pune), India
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National Polytechnic Institute (IPN), Mexico
8.500000
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National Technical University of Athens (NTUA), Greece
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Riga Technical University (RTU), Latvia
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University of Sonora (UNISON), Mexico
8.000000
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Istanbul University, Turkey
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Kansas State University (K-State), United States of America (USA)
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MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Hungary
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University of Belgrade, Serbia
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Institute for Nuclear Research and Nuclear Energy (INRNE), BAS, Bulgaria
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University of Split, Croatia
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Institute for Research in Fundamental Sciences (IPM), Iran
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Korea University, South Korea
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University of Virginia (UVA), United States of America (USA)
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University of Perugia, Italy
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INFN Section in Perugia, Italy
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Rudjer Boskovic Institute (RBI), Croatia
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Saha Institute of Nuclear Physics (SINP), India
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HUN-REN Wigner Research Centre for Physics, Hungary
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Sofia University St. Kliment Ohridski, Bulgaria
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Los Andes University, Colombia
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Quaid-i-Azam University (QAU), Pakistan
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National Centre for Nuclear Research (NCBJ), Poland
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University of Warsaw (UW), Poland
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 0.00
Hanyang University (HYU), South Korea
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Florida Institute of Technology (Florida Tech), United States of America (USA)
5.500000
 0.00
University of Antioquia (UdeA), Colombia
5.000000
 0.00
Sungkyunkwan University (SKKU), South Korea
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 0.00
National Central University (NCU), Taiwan
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 0.00
Institute of Nuclear and Particle Physics (INPP), NCSR, Greece
4.500000
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University of Pavia (UNIPV), Italy
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INFN Section in Pavia, Italy
4.500000
 0.00
Boğaziçi University (BU), Turkey
4.500000
 0.00
HUN-REN Institute of Nuclear Research (ATOMKI), Hungary
4.333333
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São Paulo State University (UNESP), Brazil
4.333333
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Federal University of ABC (UFABC), Brazil
4.333333
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Chonnam National University, South Korea
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 0.00
Vilnius University (VU), Lithuania
4.000000
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Benemérita Universidad Autónoma de Puebla (BUAP), Mexico
4.000000
 0.00
Yildiz Technical University (YTU), Turkey
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Brunel University London, United Kingdom (UK)
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Catholic University of America (CUA), United States of America (USA)
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INFN Frascati National Laboratory (LNF), Italy
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University of Chinese Academy of Sciences (UCAS), China
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University of Antwerp (UA), Belgium
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University of Trieste (UNITS), Italy
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INFN Section in Trieste, Italy
3.500000
 0.00
University of Tarapacá (UTA), Chile
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Beihang University (BUAA), China
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Tsinghua University, China
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Zhejiang University (ZJU), China
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Charles University (CU), Czech Republic
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University of Helsinki, Finland
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Sejong University, South Korea
3.000000
 0.00
Yonsei University, South Korea
3.000000
 0.00
Ibero-American University (UIA), Mexico
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 0.00
AGH University of Krakow (AGH University), Poland
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 0.00
Warsaw University of Technology (WUT), Poland
3.000000
 0.00
Chulalongkorn University (CU), Thailand
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 0.00
University of California, Riverside (UCR), United States of America (USA)
3.000000
 0.00
Purdue University Northwest (PNW), United States of America (USA)
3.000000
 0.00
Scuola Superiore Meridionale (SSM), Italy
2.833333
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INFN Section in Napoli, Italy
2.833333
 0.00
University of Basilicata, Italy
2.833333
 0.00
Institute of Physics, Bhubaneswar, India
2.700000
 0.00
University of Catania, Italy
2.666667
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INFN Section in Catania, Italy
2.666667
 0.00
Nanjing Normal University (NNU), China
2.500000
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Georgian Technical University (GTU), Georgia
2.500000
 0.00
University of Ruhuna (RUH), Sri Lanka
2.500000
 0.00
Swiss Federal Institute of Technology Lausanne (EPFL), Switzerland
2.500000
 0.00
Istanbul Technical University (ITU), Turkey
2.333333
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A. Alikhanyan National Laboratory (AANL) / Yerevan Physics Institute (YerPhi), Armenia
2.333333
 0.00
University of Science and Technology of China (USTC), China
2.000000
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Fayoum University (FU), Egypt
2.000000
 0.00
Lappeenranta University of Technology (LUT), Finland
2.000000
 0.00
University of Debrecen, Hungary
2.000000
 0.00
Hungarian University of Agriculture and Life Science (MATE), Hungary
2.000000
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Isfahan University of Technology (IUT), Iran
2.000000
 0.00
The University of Dublin, Ireland
2.000000
 0.00
University of Genova, Italy
2.000000
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INFN Section in Genova, Italy
2.000000
 0.00
Kyung Hee University (KHU), South Korea
2.000000
 0.00
American University of the Middle East (AUM), Kuwait
2.000000
 0.00
University of Montenegro (UCG), Montenegro
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 0.00
Institute for Scintillation Materials (ISMA), NASU, Ukraine
2.000000
 0.00
University of Puerto Rico (UPR), United States of America (USA)
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Wayne State University, United States of America (USA)
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Vienna University of Technology (TU Wien), Austria
2.000000
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Egyptian Network of High Energy Physics, ASRT, Egypt
1.833333
 0.00
University of Malaya (UM), Malaysia
1.500000
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University of Colombo (UoC), Sri Lanka
1.500000
 0.00
Middle East Technical University (METU), Turkey
1.500000
 0.00
Indian Institute of Science (IISc), India
1.500000
 0.00
University of Hyderabad (UoH), India
1.500000
 0.00
Federal University of Rio Grande do Sul (UFRGS), Brazil
1.333333
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Near East University (NEU), Turkey
1.333333
 0.00
Guangdong-Hong Kong Joint Laboratory of Quantum Matter, China
1.000000
 0.00
Sun Yat-sen University (SYSU), China
1.000000
 0.00
MOE Key Laboratory of Nuclear Physics and Ion-beam Application, Fudan University, China
1.000000
 0.00
National Polytechnic School (EPN), Ecuador
1.000000
 0.00
Universidad San Francisco de Quito (USFQ), Ecuador
1.000000
 0.00
Centre de Calcul de l’Institut National de Physique Nucléaire et de Physique des Particules (CC-IN2P3), France
1.000000
 0.00
Gangneung-Wonju National University (GWNU), South Korea
1.000000
 0.00
Kuwait University (KU), Kuwait
1.000000
 0.00
University of Latvia (LU), Latvia
1.000000
 0.00
University of Canterbury (UC), New Zealand
1.000000
 0.00
Autonomous University of Madrid (UAM), Spain
1.000000
 0.00
Kharkov Institute of Physics and Technology (KIPT), Ukraine
1.000000
 0.00
State University of Campinas (UNICAMP), Brazil
1.000000
 0.00
Brandenburg University of Technology Cottbus - Senftenberg (BTU), Germany
1.000000
 0.00
Konya Technical University, Turkey
1.000000
 0.00
Ain Shams University, Egypt
0.833333
 0.00
Sicilian Center of Nuclear Physics and Physics of Matter (CSFNSM), Italy
0.666667
 0.00
Yerevan State University (YSU), Armenia
0.500000
 0.00
China Center of Advanced Science and Technology (CCAST), China
0.500000
 0.00
China Spallation Neutron Source (CSNS), IHEP CAS, China
0.500000
 0.00
Henan Normal University, China
0.500000
 0.00
University of Shanghai for Science and Technology (USST), China
0.500000
 0.00
Zewail City of Science and Technology, Egypt
0.500000
 0.00
University of Haute-Alsace (UHA), France
0.500000
 0.00
Istinye University (ISU), Turkey
0.500000
 0.00
University of the State of Amazonas (UEA), Brazil
0.500000
 0.00
University of Wuppertal, Germany
0.500000
 0.00
Assiut University, Egypt
0.500000
 0.00
Punjab Agricultural University (PAU), India
0.500000
 0.00
Visva-Bharati University, India
0.500000
 0.00
Amity University, India
0.500000
 0.00
Indian Institute of Technology Bhubaneswar (IIT-BBS), India
0.500000
 0.00
Sharif University of Technology (SUT), Iran
0.500000
 0.00
University of Science and Technology of Mazandaran (USTM), Iran
0.500000
 0.00
Arak University, Iran
0.500000
 0.00
Guglielmo Marconi University (GMU), Italy
0.500000
 0.00
National University of Malaysia (UKM), Malaysia
0.500000
 0.00
National Scientific and Technical Research Council (CONICET), Argentina
0.500000
 0.00
Eastern University, Sri Lanka (EUSL), Sri Lanka
0.500000
 0.00
Saegis Campus, Sri Lanka
0.500000
 0.00
University of Vienna, Austria
0.500000
 0.00
Stefan Meyer Institute for Subatomic Physics (SMI), ÖAW, Austria
0.500000
 0.00
Laboratory of Annecy-le-Vieux for Theoretical Physics (LAPTh), France
0.500000
 0.00
Izmir Bakircay University, Turkey
0.500000
 0.00
Adıyaman University, Turkey
0.500000
 0.00
Yozgat Bozok University, Turkey
0.500000
 0.00
Marmara University, Turkey
0.500000
 0.00
National Defense University (NDU), Turkey
0.500000
 0.00
Kafkas University, Turkey
0.500000
 0.00
Hacettepe University, Turkey
0.500000
 0.00
Erzincan Binali Yıldırım University, Turkey
0.500000
 0.00
Istanbul University Cerrahpaşa (IUC), Turkey
0.500000
 0.00
University of Southampton (Soton), United Kingdom (UK)
0.500000
 0.00
Durham University, United Kingdom (UK)
0.500000
 0.00
Monash University, Australia
0.500000
 0.00
Bethel University, United States of America (USA)
0.500000
 0.00
Karamanoğlu Mehmetbey University (KMU), Turkey
0.500000
 0.00
USN U.S. Naval Academy (USNA), United States of America (USA)
0.500000
 0.00
Bingöl University, Turkey
0.500000
 0.00
Sinop University, Turkey
0.500000
 0.00
Erciyes University, Turkey
0.500000
 0.00
Horia Hulubei National Institute of Physics and Nuclear Engineering (IFIN HH), Romania
0.500000
 0.00
Texas A&M University at Qatar, Qatar
0.500000
 0.00
Institute of Nuclear Physics (INP), UzAS, Uzbekistan
0.500000
 0.00
British University in Egypt (BUE), Egypt
0.333333
 0.00
Jülich Research Centre (FZJ), Germany
0.333333
 0.00
Babeș-Bolyai University (UBB), Romania
0.333333
 0.00
Helwan University (HU), Egypt
0.333333
 0.00
Italian National Agency for New Technologies, Energy and Sustainable Economic Development (ENEA), Italy
0.333333
 0.00
Institute of Materials (IOM), CNR, Italy
0.333333
 0.00
Okan University, Turkey
0.333333
 0.00
University of Naples Federico II (UNINA), Italy
0.250000
 0.00
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