Extraction and validation of a new set of CMS pythia8 tunes from underlying-event measurements View Full Text


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Article Info

DATE

2020-01-03

AUTHORS

A. M. Sirunyan, A. Tumasyan, W. Adam, F. Ambrogi, E. Asilar, T. Bergauer, J. Brandstetter, M. Dragicevic, J. Erö, A. Escalante Del Valle, M. Flechl, R. Frühwirth, V. M. Ghete, J. Hrubec, M. Jeitler, N. Krammer, I. Krätschmer, D. Liko, T. Madlener, I. Mikulec, N. Rad, H. Rohringer, J. Schieck, R. Schöfbeck, M. Spanring, D. Spitzbart, W. Waltenberger, J. Wittmann, C.-E. Wulz, M. Zarucki, V. Chekhovsky, V. Mossolov, J. Suarez Gonzalez, E. A. De Wolf, D. Di Croce, X. Janssen, J. Lauwers, M. Pieters, H. Van Haevermaet, P. Van Mechelen, N. Van Remortel, S. Abu Zeid, F. Blekman, J. D’Hondt, J. De Clercq, K. Deroover, G. Flouris, D. Lontkovskyi, S. Lowette, I. Marchesini, S. Moortgat, L. Moreels, Q. Python, K. Skovpen, S. Tavernier, W. Van Doninck, P. Van Mulders, I. Van Parijs, D. Beghin, B. Bilin, H. Brun, B. Clerbaux, G. De Lentdecker, H. Delannoy, B. Dorney, G. Fasanella, L. Favart, R. Goldouzian, A. Grebenyuk, A. K. Kalsi, T. Lenzi, J. Luetic, N. Postiau, E. Starling, L. Thomas, C. Vander Velde, P. Vanlaer, D. Vannerom, Q. Wang, T. Cornelis, D. Dobur, A. Fagot, M. Gul, I. Khvastunov, D. Poyraz, C. Roskas, D. Trocino, M. Tytgat, W. Verbeke, B. Vermassen, M. Vit, N. Zaganidis, H. Bakhshiansohi, O. Bondu, S. Brochet, G. Bruno, C. Caputo, P. David, C. Delaere, M. Delcourt, A. Giammanco, G. Krintiras, V. Lemaitre, A. Magitteri, K. Piotrzkowski, A. Saggio, M. Vidal Marono, P. Vischia, S. Wertz, J. Zobec, F. L. Alves, G. A. Alves, M. Correa Martins Junior, G. Correia Silva, C. Hensel, A. Moraes, M. E. Pol, P. Rebello Teles, E. Belchior Batista Das Chagas, W. Carvalho, J. Chinellato, E. Coelho, E. M. Da Costa, G. G. Da Silveira, D. De Jesus Damiao, C. De Oliveira Martins, S. Fonseca De Souza, H. Malbouisson, D. Matos Figueiredo, M. Melo De Almeida, C. Mora Herrera, L. Mundim, H. Nogima, W. L. Prado Da Silva, L. J. Sanchez Rosas, A. Santoro, A. Sznajder, M. Thiel, E. J. Tonelli Manganote, F. Torres Da Silva De Araujo, A. Vilela Pereira, S. Ahuja, C. A. Bernardes, L. Calligaris, T. R. Fernandez Perez Tomei, E. M. Gregores, P. G. Mercadante, S. F. Novaes, SandraS. Padula, A. Aleksandrov, R. Hadjiiska, P. Iaydjiev, A. Marinov, M. Misheva, M. Rodozov, M. Shopova, G. Sultanov, A. Dimitrov, L. Litov, B. Pavlov, P. Petkov, W. Fang, X. Gao, L. Yuan, M. Ahmad, J. G. Bian, G. M. Chen, H. S. Chen, M. Chen, Y. Chen, C. H. Jiang, D. Leggat, H. Liao, Z. Liu, S. M. Shaheen, A. Spiezia, J. Tao, Z. Wang, E. Yazgan, H. Zhang, S. Zhang, J. Zhao, Y. Ban, G. Chen, A. Levin, J. Li, L. Li, Q. Li, Y. Mao, S. J. Qian, D. Wang, Y. Wang, C. Avila, A. Cabrera, C. A. Carrillo Montoya, L. F. Chaparro Sierra, C. Florez, C. F. González Hernández, M. A. Segura Delgado, B. Courbon, N. Godinovic, D. Lelas, I. Puljak, T. Sculac, Z. Antunovic, M. Kovac, V. Brigljevic, D. Ferencek, K. Kadija, B. Mesic, M. Roguljic, A. Starodumov, T. Susa, M. W. Ather, A. Attikis, M. Kolosova, G. Mavromanolakis, J. Mousa, C. Nicolaou, F. Ptochos, P. A. Razis, H. Rykaczewski, M. Finger, M. Finger, E. Ayala, E. Carrera Jarrin, A. Mahrous, Y. Mohammed, E. Salama, S. Bhowmik, A. Carvalho Antunes De Oliveira, R. K. Dewanjee, K. Ehataht, M. Kadastik, M. Raidal, C. Veelken, P. Eerola, H. Kirschenmann, J. Pekkanen, M. Voutilainen, J. Havukainen, J. K. Heikkilä, T. Järvinen, V. Karimäki, R. Kinnunen, T. Lampén, K. Lassila-Perini, S. Laurila, S. Lehti, T. Lindén, P. Luukka, T. Mäenpää, H. Siikonen, E. Tuominen, J. Tuominiemi, T. Tuuva, M. Besancon, F. Couderc, M. Dejardin, D. Denegri, J. L. Faure, F. Ferri, S. Ganjour, A. Givernaud, P. Gras, G. Hamel de Monchenault, P. Jarry, C. Leloup, E. Locci, J. Malcles, G. Negro, J. Rander, A. Rosowsky, M. Ö. Sahin, M. Titov, A. Abdulsalam, C. Amendola, I. Antropov, F. Beaudette, P. Busson, C. Charlot, R. Granier de Cassagnac, I. Kucher, A. Lobanov, J. Martin Blanco, C. Martin Perez, M. Nguyen, C. Ochando, G. Ortona, P. Paganini, J. Rembser, R. Salerno, J. B. Sauvan, Y. Sirois, A. G. Stahl Leiton, A. Zabi, A. Zghiche, J.-L. Agram, J. Andrea, D. Bloch, J.-M. Brom, E. C. Chabert, V. Cherepanov, C. Collard, E. Conte, J.-C. Fontaine, D. Gelé, U. Goerlach, M. Jansová, A.-C. Le Bihan, N. Tonon, P. Van Hove, S. Gadrat, S. Beauceron, C. Bernet, G. Boudoul, N. Chanon, R. Chierici, D. Contardo, P. Depasse, H. El Mamouni, J. Fay, L. Finco, S. Gascon, M. Gouzevitch, G. Grenier, B. Ille, F. Lagarde, I. B. Laktineh, H. Lattaud, M. Lethuillier, L. Mirabito, S. Perries, A. Popov, V. Sordini, G. Touquet, M. Vander Donckt, S. Viret, T. Toriashvili, Z. Tsamalaidze, C. Autermann, L. Feld, M. K. Kiesel, K. Klein, M. Lipinski, M. Preuten, M. P. Rauch, C. Schomakers, J. Schulz, M. Teroerde, B. Wittmer, A. Albert, D. Duchardt, M. Erdmann, S. Erdweg, T. Esch, R. Fischer, S. Ghosh, A. Güth, T. Hebbeker, C. Heidemann, K. Hoepfner, H. Keller, L. Mastrolorenzo, M. Merschmeyer, A. Meyer, P. Millet, S. Mukherjee, T. Pook, M. Radziej, H. Reithler, M. Rieger, A. Schmidt, D. Teyssier, S. Thüer, G. Flügge, O. Hlushchenko, T. Kress, T. Müller, A. Nehrkorn, A. Nowack, C. Pistone, O. Pooth, D. Roy, H. Sert, A. Stahl, M. Aldaya Martin, T. Arndt, C. Asawatangtrakuldee, I. Babounikau, K. Beernaert, O. Behnke, U. Behrens, A. Bermúdez Martínez, D. Bertsche, A. A. Bin Anuar, K. Borras, V. Botta, A. Campbell, P. Connor, C. Contreras-Campana, V. Danilov, A. De Wit, M. M. Defranchis, C. Diez Pardos, D. Domínguez Damiani, G. Eckerlin, T. Eichhorn, A. Elwood, E. Eren, E. Gallo, A. Geiser, J. M. Grados Luyando, A. Grohsjean, M. Guthoff, M. Haranko, A. Harb, H. Jung, M. Kasemann, J. Keaveney, C. Kleinwort, J. Knolle, D. Krücker, W. Lange, A. Lelek, T. Lenz, J. Leonard, K. Lipka, W. Lohmann, R. Mankel, I.-A. Melzer-Pellmann, A. B. Meyer, M. Meyer, M. Missiroli, J. Mnich, V. Myronenko, S. K. Pflitsch, D. Pitzl, A. Raspereza, P. Saxena, P. Schütze, C. Schwanenberger, R. Shevchenko, A. Singh, H. Tholen, O. Turkot, A. Vagnerini, M. Van De Klundert, G. P. Van Onsem, R. Walsh, Y. Wen, K. Wichmann, C. Wissing, O. Zenaiev, R. Aggleton, S. Bein, L. Benato, A. Benecke, V. Blobel, T. Dreyer, A. Ebrahimi, E. Garutti, D. Gonzalez, P. Gunnellini, J. Haller, A. Hinzmann, A. Karavdina, G. Kasieczka, R. Klanner, R. Kogler, N. Kovalchuk, S. Kurz, V. Kutzner, J. Lange, D. Marconi, J. Multhaup, M. Niedziela, C. E. N. Niemeyer, D. Nowatschin, A. Perieanu, A. Reimers, O. Rieger, C. Scharf, P. Schleper, S. Schumann, J. Schwandt, J. Sonneveld, H. Stadie, G. Steinbrück, F. M. Stober, M. Stöver, B. Vormwald, I. Zoi, M. Akbiyik, C. Barth, M. Baselga, S. Baur, E. Butz, R. Caspart, T. Chwalek, F. Colombo, W. De Boer, A. Dierlamm, K. El Morabit, N. Faltermann, B. Freund, M. Giffels, M. A. Harrendorf, F. Hartmann, S. M. Heindl, U. Husemann, I. Katkov, S. Kudella, S. Mitra, M. U. Mozer, Th. Müller, M. Musich, M. Plagge, G. Quast, K. Rabbertz, M. Schröder, I. Shvetsov, H. J. Simonis, R. Ulrich, S. Wayand, M. Weber, T. Weiler, C. Wöhrmann, R. Wolf, G. Anagnostou, G. Daskalakis, T. Geralis, A. Kyriakis, D. Loukas, G. Paspalaki, A. Agapitos, G. Karathanasis, P. Kontaxakis, A. Panagiotou, I. Papavergou, N. Saoulidou, E. Tziaferi, K. Vellidis, K. Kousouris, I. Papakrivopoulos, G. Tsipolitis, I. Evangelou, C. Foudas, P. Gianneios, P. Katsoulis, P. Kokkas, S. Mallios, N. Manthos, I. Papadopoulos, E. Paradas, J. Strologas, F. A. Triantis, D. Tsitsonis, M. Bartók, M. Csanad, N. Filipovic, P. Major, M. I. Nagy, G. Pasztor, O. Surányi, G. I. Veres, G. Bencze, C. Hajdu, D. Horvath, Á Hunyadi, F. Sikler, T. Á Vámi, V. Veszpremi, G. Vesztergombi, N. Beni, S. Czellar, J. Karancsi, A. Makovec, J. Molnar, Z. Szillasi, P. Raics, Z. L. Trocsanyi, B. Ujvari, S. Choudhury, J. R. Komaragiri, P. C. Tiwari, S. Bahinipati, C. Kar, P. Mal, K. Mandal, A. Nayak, S. Roy Chowdhury, D. K. Sahoo, S. K. Swain, S. Bansal, S. B. Beri, V. Bhatnagar, S. Chauhan, R. Chawla, N. Dhingra, S. K. Gill, R. Gupta, A. Kaur, M. Kaur, P. Kumari, M. Lohan, M. Meena, A. Mehta, K. Sandeep, S. Sharma, J. B. Singh, A. K. Virdi, G. Walia, A. Bhardwaj, B. C. Choudhary, R. B. Garg, M. Gola, S. Keshri, Ashok Kumar, S. Malhotra, M. Naimuddin, P. Priyanka, K. Ranjan, Aashaq Shah, R. Sharma, R. Bhardwaj, M. Bharti, R. Bhattacharya, S. Bhattacharya, U. Bhawandeep, D. Bhowmik, S. Dey, S. Dutt, S. Dutta, S. Ghosh, K. Mondal, S. Nandan, A. Purohit, P. K. Rout, A. Roy, G. Saha, S. Sarkar, M. Sharan, B. Singh, S. Thakur, P. K. Behera, A. Muhammad, R. Chudasama, D. Dutta, V. Jha, V. Kumar, D. K. Mishra, P. K. Netrakanti, L. M. Pant, P. Shukla, P. Suggisetti, T. Aziz, M. A. Bhat, S. Dugad, G. B. Mohanty, N. Sur, RavindraKumar Verma, S. Banerjee, S. Bhattacharya, S. Chatterjee, P. Das, M. Guchait, Sa. Jain, S. Karmakar, S. Kumar, M. Maity, G. Majumder, K. Mazumdar, N. Sahoo, T. Sarkar, S. Chauhan, S. Dube, V. Hegde, A. Kapoor, K. Kothekar, S. Pandey, A. Rane, A. Rastogi, S. Sharma, S. Chenarani, E. Eskandari Tadavani, S. M. Etesami, M. Khakzad, M. Mohammadi Najafabadi, M. Naseri, F. Rezaei Hosseinabadi, B. Safarzadeh, M. Zeinali, M. Felcini, M. Grunewald, M. Abbrescia, C. Calabria, A. 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ABSTRACT

New sets of CMS underlying-event parameters (“tunes”) are presented for the pythia8 event generator. These tunes use the NNPDF3.1 parton distribution functions (PDFs) at leading (LO), next-to-leading (NLO), or next-to-next-to-leading (NNLO) orders in perturbative quantum chromodynamics, and the strong coupling evolution at LO or NLO. Measurements of charged-particle multiplicity and transverse momentum densities at various hadron collision energies are fit simultaneously to determine the parameters of the tunes. Comparisons of the predictions of the new tunes are provided for observables sensitive to the event shapes at LEP, global underlying event, soft multiparton interactions, and double-parton scattering contributions. In addition, comparisons are made for observables measured in various specific processes, such as multijet, Drell–Yan, and top quark-antiquark pair production including jet substructure observables. The simulation of the underlying event provided by the new tunes is interfaced to a higher-order matrix-element calculation. For the first time, predictions from pythia8 obtained with tunes based on NLO or NNLO PDFs are shown to reliably describe minimum-bias and underlying-event data with a similar level of agreement to predictions from tunes using LO PDF sets. More... »

PAGES

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  • 2012-03-16. FastJet user manual in EUROPEAN PHYSICAL JOURNAL C
  • 2002-08-13. Matrix Elements and Parton Showers in Hadronic Interactions in JOURNAL OF HIGH ENERGY PHYSICS
  • 2017-08-11. Measurement of the inclusive energy spectrum in the very forward direction in proton-proton collisions at s=13 TeV in JOURNAL OF HIGH ENERGY PHYSICS
  • 2004-07. Studies of QCD at centre-of-mass energies between 91 and 209 GeV in EUROPEAN PHYSICAL JOURNAL C
  • 2014-08-15. Tuning PYTHIA 8.1: the Monash 2013 tune in EUROPEAN PHYSICAL JOURNAL C
  • 2009-11-20. Systematic event generator tuning for the LHC in EUROPEAN PHYSICAL JOURNAL C
  • 2018-07-05. Measurement of the underlying event activity in inclusive Z boson production in proton-proton collisions at s=13 TeV in JOURNAL OF HIGH ENERGY PHYSICS
  • Journal

    TITLE

    European Physical Journal C

    ISSUE

    1

    VOLUME

    80

    Author Affiliations

  • Yerevan Physics Institute, Yerevan, Armenia
  • Institut für Hochenergiephysik, Wien, Austria
  • Institute for Nuclear Problems, Minsk, Belarus
  • Universiteit Antwerpen, Antwerpen, Belgium
  • Vrije Universiteit Brussel, Brussel, Belgium
  • Université Libre de Bruxelles, Bruxelles, Belgium
  • Ghent University, Ghent, Belgium
  • Université Catholique de Louvain, Louvain-la-Neuve, Belgium
  • Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
  • Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
  • Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
  • Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
  • University of Sofia, Sofia, Bulgaria
  • Beihang University, Beijing, China
  • Institute of High Energy Physics, Beijing, China
  • State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
  • Tsinghua University, Beijing, China
  • Universidad de Los Andes, Bogota, Colombia
  • Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia
  • Faculty of Science, University of Split, Split, Croatia
  • Institute Rudjer Boskovic, Zagreb, Croatia
  • University of Cyprus, Nicosia, Cyprus
  • Charles University, Prague, Czech Republic
  • Escuela Politecnica Nacional, Quito, Ecuador
  • Universidad San Francisco de Quito, Quito, Ecuador
  • Academy of Scientific Research and Technology of the Arab Republic of Egypt, Egyptian Network of High Energy Physics, Cairo, Egypt
  • National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
  • Department of Physics, University of Helsinki, Helsinki, Finland
  • Helsinki Institute of Physics, Helsinki, Finland
  • Lappeenranta University of Technology, Lappeenranta, Finland
  • IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
  • Laboratoire Leprince-Ringuet, Ecole polytechnique, CNRS/IN2P3, Université Paris-Saclay, Palaiseau, France
  • Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
  • Centre de Calcul de l’Institut National de Physique Nucleaire et de Physique des Particules, CNRS/IN2P3, Villeurbanne, France
  • CNRS-IN2P3, Institut de Physique Nucléaire de Lyon, Université de Lyon, Université Claude Bernard Lyon 1, Villeurbanne, France
  • Georgian Technical University, Tbilisi, Georgia
  • Tbilisi State University, Tbilisi, Georgia
  • RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
  • RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
  • RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
  • Deutsches Elektronen-Synchrotron, Hamburg, Germany
  • University of Hamburg, Hamburg, Germany
  • Karlsruher Institut fuer Technologie, Karlsruhe, Germany
  • Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
  • National and Kapodistrian University of Athens, Athens, Greece
  • National Technical University of Athens, Athens, Greece
  • University of Ioánnina, Ioánnina, Greece
  • MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
  • Wigner Research Centre for Physics, Budapest, Hungary
  • Institute of Nuclear Research ATOMKI, Debrecen, Hungary
  • Institute of Physics, University of Debrecen, Debrecen, Hungary
  • Indian Institute of Science (IISc), Bangalore, India
  • National Institute of Science Education and Research, HBNI, Bhubaneswar, India
  • Panjab University, Chandigarh, India
  • University of Delhi, Delhi, India
  • Saha Institute of Nuclear Physics, HBNI, Kolkata, India
  • Indian Institute of Technology Madras, Madras, India
  • Bhabha Atomic Research Centre, Mumbai, India
  • Tata Institute of Fundamental Research-A, Mumbai, India
  • Tata Institute of Fundamental Research-B, Mumbai, India
  • Indian Institute of Science Education and Research (IISER), Pune, India
  • Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
  • University College Dublin, Dublin, Ireland
  • INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
  • INFN Sezione di Bologna, Università di Bologna, Bologna, Italy
  • INFN Sezione di Catania, Università di Catania, Catania, Italy
  • INFN Sezione di Firenze, Università di Firenze, Firenze, Italy
  • INFN Laboratori Nazionali di Frascati, Frascati, Italy
  • INFN Sezione di Genova, Università di Genova, Genova, Italy
  • INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milano, Italy
  • INFN Sezione di Napoli, Università di Napoli ’Federico II’ , Napoli, Italy, Università della Basilicata, Potenza, Italy, Università G. Marconi, Roma, Italy
  • INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy
  • INFN Sezione di Pavia, Università di Pavia, Pavia, Italy
  • INFN Sezione di Perugia, Università di Perugia, Perugia, Italy
  • INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy
  • INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy
  • INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy
  • INFN Sezione di Trieste, Università di Trieste, Trieste, Italy
  • Kyungpook National University, Daegu, Korea
  • Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
  • Hanyang University, Seoul, Korea
  • Korea University, Seoul, Korea
  • Sejong University, Seoul, Korea
  • Seoul National University, Seoul, Korea
  • University of Seoul, Seoul, Korea
  • Sungkyunkwan University, Suwon, Korea
  • Vilnius University, Vilnius, Lithuania
  • National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia
  • Universidad de Sonora (UNISON), Hermosillo, Mexico
  • Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
  • Universidad Iberoamericana, Mexico City, Mexico
  • Benemerita Universidad Autonoma de Puebla, Puebla, Mexico
  • Universidad Autónoma de San Luis Potosí, San Luis Potosí, Mexico
  • University of Auckland, Auckland, New Zealand
  • University of Canterbury, Christchurch, New Zealand
  • National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
  • National Centre for Nuclear Research, Swierk, Poland
  • Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
  • Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
  • Joint Institute for Nuclear Research, Dubna, Russia
  • Petersburg Nuclear Physics Institute, Gatchina (St. Petersburg), Russia
  • Institute for Nuclear Research, Moscow, Russia
  • Institute for Theoretical and Experimental Physics, Moscow, Russia
  • Moscow Institute of Physics and Technology, Moscow, Russia
  • National Research Nuclear University ’Moscow Engineering Physics Institute’ (MEPhI), Moscow, Russia
  • P.N. Lebedev Physical Institute, Moscow, Russia
  • Skobeltsyn Institute of Nuclear Physics, Lomonosov Moscow State University, Moscow, Russia
  • Novosibirsk State University (NSU), Novosibirsk, Russia
  • Institute for High Energy Physics of National Research Centre ’Kurchatov Institute’, Protvino, Russia
  • National Research Tomsk Polytechnic University, Tomsk, Russia
  • Faculty of Physics and VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
  • Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
  • Universidad Autónoma de Madrid, Madrid, Spain
  • Universidad de Oviedo, Oviedo, Spain
  • Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
  • Department of Physics, University of Ruhuna, Matara, Sri Lanka
  • CERN, European Organization for Nuclear Research, Geneva, Switzerland
  • Paul Scherrer Institut, Villigen, Switzerland
  • ETH Zurich, Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
  • Universität Zürich, Zurich, Switzerland
  • National Central University, Chung-Li, Taiwan
  • National Taiwan University (NTU), Taipei, Taiwan
  • Chulalongkorn University, Faculty of Science, Department of Physics, Bangkok, Thailand
  • Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
  • Middle East Technical University, Physics Department, Ankara, Turkey
  • Bogazici University, Istanbul, Turkey
  • Istanbul Technical University, Istanbul, Turkey
  • Institute for Scintillation Materials of National Academy of Science of Ukraine, Kharkov, Ukraine
  • National Scientific Center, Kharkov Institute of Physics and Technology, Kharkov, Ukraine
  • University of Bristol, Bristol, UK
  • Rutherford Appleton Laboratory, Didcot, UK
  • Imperial College, London, UK
  • Brunel University, Uxbridge, UK
  • Baylor University, Waco, USA
  • Catholic University of America, Washington, DC, USA
  • The University of Alabama, Tuscaloosa, USA
  • Boston University, Boston, USA
  • Brown University, Providence, USA
  • University of California, Davis, Davis, USA
  • University of California, Los Angeles, USA
  • University of California, Riverside, Riverside, USA
  • University of California, San Diego, La Jolla, USA
  • Department of Physics, University of California, Santa Barbara, Santa Barbara, USA
  • California Institute of Technology, Pasadena, USA
  • Carnegie Mellon University, Pittsburgh, USA
  • University of Colorado Boulder, Boulder, USA
  • Cornell University, Ithaca, USA
  • Fermi National Accelerator Laboratory, Batavia, USA
  • University of Florida, Gainesville, USA
  • Florida International University, Miami, USA
  • Florida State University, Tallahassee, USA
  • Florida Institute of Technology, Melbourne, USA
  • University of Illinois at Chicago (UIC), Chicago, USA
  • The University of Iowa, Iowa City, USA
  • Johns Hopkins University, Baltimore, USA
  • The University of Kansas, Lawrence, USA
  • Kansas State University, Manhattan, USA
  • Lawrence Livermore National Laboratory, Livermore, USA
  • University of Maryland, College Park, USA
  • Massachusetts Institute of Technology, Cambridge, USA
  • University of Minnesota, Minneapolis, USA
  • University of Mississippi, Oxford, USA
  • University of Nebraska-Lincoln, Lincoln, USA
  • State University of New York at Buffalo, Buffalo, USA
  • Northeastern University, Boston, USA
  • Northwestern University, Evanston, USA
  • University of Notre Dame, Notre Dame, USA
  • The Ohio State University, Columbus, USA
  • Princeton University, Princeton, USA
  • University of Puerto Rico, Mayaguez, USA
  • Purdue University, West Lafayette, USA
  • Purdue University Northwest, Hammond, USA
  • Rice University, Houston, USA
  • University of Rochester, Rochester, USA
  • Rutgers, The State University of New Jersey, Piscataway, USA
  • University of Tennessee, Knoxville, USA
  • Texas A & M University, College Station, USA
  • Texas Tech University, Lubbock, USA
  • Vanderbilt University, Nashville, USA
  • University of Virginia, Charlottesville, USA
  • Wayne State University, Detroit, USA
  • University of Wisconsin, Madison, Madison, WI, USA
  • Identifiers

    URI

    http://scigraph.springernature.com/pub.10.1140/epjc/s10052-019-7499-4

    DOI

    http://dx.doi.org/10.1140/epjc/s10052-019-7499-4

    DIMENSIONS

    https://app.dimensions.ai/details/publication/pub.1123810830

    PUBMED

    https://www.ncbi.nlm.nih.gov/pubmed/31976986


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