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Extraction and validation of a new set of CMS pythia8 tunes from underlying-event measurements.

  • Sirunyan AM 1Yerevan Physics Institute, Yerevan, Armenia.
  • Tumasyan A 1Yerevan Physics Institute, Yerevan, Armenia.
  • Adam W 2Institut für Hochenergiephysik, Wien, Austria.
  • Ambrogi F 2Institut für Hochenergiephysik, Wien, Austria.
  • Asilar E 2Institut für Hochenergiephysik, Wien, Austria.
  • Bergauer T 2Institut für Hochenergiephysik, Wien, Austria.
  • Brandstetter J 2Institut für Hochenergiephysik, Wien, Austria.
  • Dragicevic M 2Institut für Hochenergiephysik, Wien, Austria.
  • Erö J 2Institut für Hochenergiephysik, Wien, Austria.
  • Del Valle AE 2Institut für Hochenergiephysik, Wien, Austria.
  • Flechl M 2Institut für Hochenergiephysik, Wien, Austria.
  • Frühwirth R 2Institut für Hochenergiephysik, Wien, Austria.
  • Ghete VM 2Institut für Hochenergiephysik, Wien, Austria.
  • Hrubec J 2Institut für Hochenergiephysik, Wien, Austria.
  • Jeitler M 2Institut für Hochenergiephysik, Wien, Austria.
  • Krammer N 2Institut für Hochenergiephysik, Wien, Austria.
  • Krätschmer I 2Institut für Hochenergiephysik, Wien, Austria.
  • Liko D 2Institut für Hochenergiephysik, Wien, Austria.
  • Madlener T 2Institut für Hochenergiephysik, Wien, Austria.
  • Mikulec I 2Institut für Hochenergiephysik, Wien, Austria.
  • Rad N 2Institut für Hochenergiephysik, Wien, Austria.
  • Rohringer H 2Institut für Hochenergiephysik, Wien, Austria.
  • Schieck J 2Institut für Hochenergiephysik, Wien, Austria.
  • Schöfbeck R 2Institut für Hochenergiephysik, Wien, Austria.
  • Spanring M 2Institut für Hochenergiephysik, Wien, Austria.
  • Spitzbart D 2Institut für Hochenergiephysik, Wien, Austria.
  • Waltenberger W 2Institut für Hochenergiephysik, Wien, Austria.
  • Wittmann J 2Institut für Hochenergiephysik, Wien, Austria.
  • Wulz CE 2Institut für Hochenergiephysik, Wien, Austria.
  • Zarucki M 2Institut für Hochenergiephysik, Wien, Austria.
  • Chekhovsky V 3Institute for Nuclear Problems, Minsk, Belarus.
  • Mossolov V 3Institute for Nuclear Problems, Minsk, Belarus.
  • Gonzalez JS 3Institute for Nuclear Problems, Minsk, Belarus.
  • De Wolf EA 4Universiteit Antwerpen, Antwerpen, Belgium.
  • Di Croce D 4Universiteit Antwerpen, Antwerpen, Belgium.
  • Janssen X 4Universiteit Antwerpen, Antwerpen, Belgium.
  • Lauwers J 4Universiteit Antwerpen, Antwerpen, Belgium.
  • Pieters M 4Universiteit Antwerpen, Antwerpen, Belgium.
  • Van Haevermaet H 4Universiteit Antwerpen, Antwerpen, Belgium.
  • Van Mechelen P 4Universiteit Antwerpen, Antwerpen, Belgium.
  • Van Remortel N 4Universiteit Antwerpen, Antwerpen, Belgium.
  • Zeid SA 5Vrije Universiteit Brussel, Brussel, Belgium.
  • Blekman F 5Vrije Universiteit Brussel, Brussel, Belgium.
  • D'Hondt J 5Vrije Universiteit Brussel, Brussel, Belgium.
  • De Clercq J 5Vrije Universiteit Brussel, Brussel, Belgium.
  • Deroover K 5Vrije Universiteit Brussel, Brussel, Belgium.
  • Flouris G 5Vrije Universiteit Brussel, Brussel, Belgium.
  • Lontkovskyi D 5Vrije Universiteit Brussel, Brussel, Belgium.
  • Lowette S 5Vrije Universiteit Brussel, Brussel, Belgium.
  • Marchesini I 5Vrije Universiteit Brussel, Brussel, Belgium.
  • Moortgat S 5Vrije Universiteit Brussel, Brussel, Belgium.
  • Moreels L 5Vrije Universiteit Brussel, Brussel, Belgium.
  • Python Q 5Vrije Universiteit Brussel, Brussel, Belgium.
  • Skovpen K 5Vrije Universiteit Brussel, Brussel, Belgium.
  • Tavernier S 5Vrije Universiteit Brussel, Brussel, Belgium.
  • Van Doninck W 5Vrije Universiteit Brussel, Brussel, Belgium.
  • Van Mulders P 5Vrije Universiteit Brussel, Brussel, Belgium.
  • Van Parijs I 5Vrije Universiteit Brussel, Brussel, Belgium.
  • Beghin D 6Université Libre de Bruxelles, Bruxelles, Belgium.
  • Bilin B 6Université Libre de Bruxelles, Bruxelles, Belgium.
  • Brun H 6Université Libre de Bruxelles, Bruxelles, Belgium.
  • Clerbaux B 6Université Libre de Bruxelles, Bruxelles, Belgium.
  • De Lentdecker G 6Université Libre de Bruxelles, Bruxelles, Belgium.
  • Delannoy H 6Université Libre de Bruxelles, Bruxelles, Belgium.
  • Dorney B 6Université Libre de Bruxelles, Bruxelles, Belgium.
  • Fasanella G 6Université Libre de Bruxelles, Bruxelles, Belgium.
  • Favart L 6Université Libre de Bruxelles, Bruxelles, Belgium.
  • Goldouzian R 6Université Libre de Bruxelles, Bruxelles, Belgium.
  • Grebenyuk A 6Université Libre de Bruxelles, Bruxelles, Belgium.
  • Kalsi AK 6Université Libre de Bruxelles, Bruxelles, Belgium.
  • Lenzi T 6Université Libre de Bruxelles, Bruxelles, Belgium.
  • Luetic J 6Université Libre de Bruxelles, Bruxelles, Belgium.
  • Postiau N 6Université Libre de Bruxelles, Bruxelles, Belgium.
  • Starling E 6Université Libre de Bruxelles, Bruxelles, Belgium.
  • Thomas L 6Université Libre de Bruxelles, Bruxelles, Belgium.
  • Velde CV 6Université Libre de Bruxelles, Bruxelles, Belgium.
  • Vanlaer P 6Université Libre de Bruxelles, Bruxelles, Belgium.
  • Vannerom D 6Université Libre de Bruxelles, Bruxelles, Belgium.
  • Wang Q 6Université Libre de Bruxelles, Bruxelles, Belgium.
  • Cornelis T 7Ghent University, Ghent, Belgium.
  • Dobur D 7Ghent University, Ghent, Belgium.
  • Fagot A 7Ghent University, Ghent, Belgium.
  • Gul M 7Ghent University, Ghent, Belgium.
  • Khvastunov I 7Ghent University, Ghent, Belgium.
  • Poyraz D 7Ghent University, Ghent, Belgium.
  • Roskas C 7Ghent University, Ghent, Belgium.
  • Trocino D 7Ghent University, Ghent, Belgium.
  • Tytgat M 7Ghent University, Ghent, Belgium.
  • Verbeke W 7Ghent University, Ghent, Belgium.
  • Vermassen B 7Ghent University, Ghent, Belgium.
  • Vit M 7Ghent University, Ghent, Belgium.
  • Zaganidis N 7Ghent University, Ghent, Belgium.
  • Bakhshiansohi H 8Université Catholique de Louvain, Louvain-la-Neuve, Belgium.
  • Bondu O 8Université Catholique de Louvain, Louvain-la-Neuve, Belgium.
  • Brochet S 8Université Catholique de Louvain, Louvain-la-Neuve, Belgium.
  • Bruno G 8Université Catholique de Louvain, Louvain-la-Neuve, Belgium.
  • Caputo C 8Université Catholique de Louvain, Louvain-la-Neuve, Belgium.
  • David P 8Université Catholique de Louvain, Louvain-la-Neuve, Belgium.
  • Delaere C 8Université Catholique de Louvain, Louvain-la-Neuve, Belgium.
  • Delcourt M 8Université Catholique de Louvain, Louvain-la-Neuve, Belgium.
  • Giammanco A 8Université Catholique de Louvain, Louvain-la-Neuve, Belgium.
  • Krintiras G 8Université Catholique de Louvain, Louvain-la-Neuve, Belgium.
  • Lemaitre V 8Université Catholique de Louvain, Louvain-la-Neuve, Belgium.
  • Magitteri A 8Université Catholique de Louvain, Louvain-la-Neuve, Belgium.
  • Piotrzkowski K 8Université Catholique de Louvain, Louvain-la-Neuve, Belgium.
  • Saggio A 8Université Catholique de Louvain, Louvain-la-Neuve, Belgium.
  • Marono MV 8Université Catholique de Louvain, Louvain-la-Neuve, Belgium.
  • Vischia P 8Université Catholique de Louvain, Louvain-la-Neuve, Belgium.
  • Wertz S 8Université Catholique de Louvain, Louvain-la-Neuve, Belgium.
  • Zobec J 8Université Catholique de Louvain, Louvain-la-Neuve, Belgium.
  • Alves FL 9Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil.
  • Alves GA 9Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil.
  • Junior MCM 9Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil.
  • Silva GC 9Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil.
  • Hensel C 9Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil.
  • Moraes A 9Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil.
  • Pol ME 9Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil.
  • Teles PR 9Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil.
  • Chagas EBBD 10Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil.
  • Carvalho W 10Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil.
  • Chinellato J 10Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil.
  • Coelho E 10Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil.
  • Costa EMD 10Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil.
  • Silveira GGD 10Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil.
  • Damiao DJ 10Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil.
  • Martins CO 10Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil.
  • De Souza SF 10Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil.
  • Malbouisson H 10Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil.
  • Figueiredo DM 10Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil.
  • De Almeida MM 10Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil.
  • Herrera CM 10Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil.
  • Mundim L 10Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil.
  • Nogima H 10Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil.
  • Da Silva WLP 10Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil.
  • Rosas LJS 10Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil.
  • Santoro A 10Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil.
  • Sznajder A 10Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil.
  • Thiel M 10Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil.
  • Manganote EJT 10Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil.
  • De Araujo FTDS 10Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil.
  • Pereira AV 10Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil.
  • Ahuja S 11Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil.
  • Bernardes CA 11Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil.
  • Calligaris L 11Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil.
  • Tomei TRFP 11Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil.
  • Gregores EM 11Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil.
  • Mercadante PG 11Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil.
  • Novaes SF 11Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil.
  • Padula S 11Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil.
  • Aleksandrov A 12Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria.
  • Hadjiiska R 12Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria.
  • Iaydjiev P 12Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria.
  • Marinov A 12Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria.
  • Misheva M 12Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria.
  • Rodozov M 12Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria.
  • Shopova M 12Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria.
  • Sultanov G 12Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria.
  • Dimitrov A 13University of Sofia, Sofia, Bulgaria.
  • Litov L 13University of Sofia, Sofia, Bulgaria.
  • Pavlov B 13University of Sofia, Sofia, Bulgaria.
  • Petkov P 13University of Sofia, Sofia, Bulgaria.
  • Fang W 14Beihang University, Beijing, China.
  • Gao X 14Beihang University, Beijing, China.
  • Yuan L 14Beihang University, Beijing, China.
  • Ahmad M 15Institute of High Energy Physics, Beijing, China.
  • Bian JG 15Institute of High Energy Physics, Beijing, China.
  • Chen GM 15Institute of High Energy Physics, Beijing, China.
  • Chen HS 15Institute of High Energy Physics, Beijing, China.
  • Chen M 15Institute of High Energy Physics, Beijing, China.
  • Chen Y 15Institute of High Energy Physics, Beijing, China.
  • Jiang CH 15Institute of High Energy Physics, Beijing, China.
  • Leggat D 15Institute of High Energy Physics, Beijing, China.
  • Liao H 15Institute of High Energy Physics, Beijing, China.
  • Liu Z 15Institute of High Energy Physics, Beijing, China.
  • Shaheen SM 15Institute of High Energy Physics, Beijing, China.
  • Spiezia A 15Institute of High Energy Physics, Beijing, China.
  • Tao J 15Institute of High Energy Physics, Beijing, China.
  • Wang Z 15Institute of High Energy Physics, Beijing, China.
  • Yazgan E 15Institute of High Energy Physics, Beijing, China.
  • Zhang H 15Institute of High Energy Physics, Beijing, China.
  • Zhang S 15Institute of High Energy Physics, Beijing, China.
  • Zhao J 15Institute of High Energy Physics, Beijing, China.
  • Ban Y 16State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China.
  • Chen G 16State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China.
  • Levin A 16State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China.
  • Li J 16State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China.
  • Li L 16State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China.
  • Li Q 16State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China.
  • Mao Y 16State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China.
  • Qian SJ 16State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China.
  • Wang D 16State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China.
  • Wang Y 17Tsinghua University, Beijing, China.
  • Avila C 18Universidad de Los Andes, Bogota, Colombia.
  • Cabrera A 18Universidad de Los Andes, Bogota, Colombia.
  • Montoya CAC 18Universidad de Los Andes, Bogota, Colombia.
  • Sierra LFC 18Universidad de Los Andes, Bogota, Colombia.
  • Florez C 18Universidad de Los Andes, Bogota, Colombia.
  • Hernández CFG 18Universidad de Los Andes, Bogota, Colombia.
  • Delgado MAS 18Universidad de Los Andes, Bogota, Colombia.
  • Courbon B 19Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia.
  • Godinovic N 19Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia.
  • Lelas D 19Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia.
  • Puljak I 19Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia.
  • Sculac T 19Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia.
  • Antunovic Z 20Faculty of Science, University of Split, Split, Croatia.
  • Kovac M 20Faculty of Science, University of Split, Split, Croatia.
  • Brigljevic V 21Institute Rudjer Boskovic, Zagreb, Croatia.
  • Ferencek D 21Institute Rudjer Boskovic, Zagreb, Croatia.
  • Kadija K 21Institute Rudjer Boskovic, Zagreb, Croatia.
  • Mesic B 21Institute Rudjer Boskovic, Zagreb, Croatia.
  • Roguljic M 21Institute Rudjer Boskovic, Zagreb, Croatia.
  • Starodumov A 21Institute Rudjer Boskovic, Zagreb, Croatia.
  • Susa T 21Institute Rudjer Boskovic, Zagreb, Croatia.
  • Ather MW 22University of Cyprus, Nicosia, Cyprus.
  • Attikis A 22University of Cyprus, Nicosia, Cyprus.
  • Kolosova M 22University of Cyprus, Nicosia, Cyprus.
  • Mavromanolakis G 22University of Cyprus, Nicosia, Cyprus.
  • Mousa J 22University of Cyprus, Nicosia, Cyprus.
  • Nicolaou C 22University of Cyprus, Nicosia, Cyprus.
  • Ptochos F 22University of Cyprus, Nicosia, Cyprus.
  • Razis PA 22University of Cyprus, Nicosia, Cyprus.
  • Rykaczewski H 22University of Cyprus, Nicosia, Cyprus.
  • Finger M 23Charles University, Prague, Czech Republic.
  • Finger M 23Charles University, Prague, Czech Republic.
  • Ayala E 24Escuela Politecnica Nacional, Quito, Ecuador.
  • Jarrin EC 25Universidad San Francisco de Quito, Quito, Ecuador.
  • Mahrous A 26Academy of Scientific Research and Technology of the Arab Republic of Egypt, Egyptian Network of High Energy Physics, Cairo, Egypt.
  • Mohammed Y 26Academy of Scientific Research and Technology of the Arab Republic of Egypt, Egyptian Network of High Energy Physics, Cairo, Egypt.
  • Salama E 26Academy of Scientific Research and Technology of the Arab Republic of Egypt, Egyptian Network of High Energy Physics, Cairo, Egypt.
  • Bhowmik S 27National Institute of Chemical Physics and Biophysics, Tallinn, Estonia.
  • De Oliveira ACA 27National Institute of Chemical Physics and Biophysics, Tallinn, Estonia.
  • Dewanjee RK 27National Institute of Chemical Physics and Biophysics, Tallinn, Estonia.
  • Ehataht K 27National Institute of Chemical Physics and Biophysics, Tallinn, Estonia.
  • Kadastik M 27National Institute of Chemical Physics and Biophysics, Tallinn, Estonia.
  • Raidal M 27National Institute of Chemical Physics and Biophysics, Tallinn, Estonia.
  • Veelken C 27National Institute of Chemical Physics and Biophysics, Tallinn, Estonia.
  • Eerola P 28Department of Physics, University of Helsinki, Helsinki, Finland.
  • Kirschenmann H 28Department of Physics, University of Helsinki, Helsinki, Finland.
  • Pekkanen J 28Department of Physics, University of Helsinki, Helsinki, Finland.
  • Voutilainen M 28Department of Physics, University of Helsinki, Helsinki, Finland.
  • Havukainen J 29Helsinki Institute of Physics, Helsinki, Finland.
  • Heikkilä JK 29Helsinki Institute of Physics, Helsinki, Finland.
  • Järvinen T 29Helsinki Institute of Physics, Helsinki, Finland.
  • Karimäki V 29Helsinki Institute of Physics, Helsinki, Finland.
  • Kinnunen R 29Helsinki Institute of Physics, Helsinki, Finland.
  • Lampén T 29Helsinki Institute of Physics, Helsinki, Finland.
  • Lassila-Perini K 29Helsinki Institute of Physics, Helsinki, Finland.
  • Laurila S 29Helsinki Institute of Physics, Helsinki, Finland.
  • Lehti S 29Helsinki Institute of Physics, Helsinki, Finland.
  • Lindén T 29Helsinki Institute of Physics, Helsinki, Finland.
  • Luukka P 29Helsinki Institute of Physics, Helsinki, Finland.
  • Mäenpää T 29Helsinki Institute of Physics, Helsinki, Finland.
  • Siikonen H 29Helsinki Institute of Physics, Helsinki, Finland.
  • Tuominen E 29Helsinki Institute of Physics, Helsinki, Finland.
  • Tuominiemi J 29Helsinki Institute of Physics, Helsinki, Finland.
  • Tuuva T 30Lappeenranta University of Technology, Lappeenranta, Finland.
  • Besancon M IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France.
  • Couderc F IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France.
  • Dejardin M IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France.
  • Denegri D IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France.
  • Faure JL IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France.
  • Ferri F IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France.
  • Ganjour S IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France.
  • Givernaud A IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France.
  • Gras P IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France.
  • de Monchenault GH IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France.
  • Jarry P IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France.
  • Leloup C IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France.
  • Locci E IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France.
  • Malcles J IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France.
  • Negro G IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France.
  • Rander J IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France.
  • Rosowsky A IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France.
  • Sahin MÖ IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France.
  • Titov M IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France.
  • Abdulsalam A 32Laboratoire Leprince-Ringuet, Ecole polytechnique, CNRS/IN2P3, Université Paris-Saclay, Palaiseau, France.
  • Amendola C 32Laboratoire Leprince-Ringuet, Ecole polytechnique, CNRS/IN2P3, Université Paris-Saclay, Palaiseau, France.
  • Antropov I 32Laboratoire Leprince-Ringuet, Ecole polytechnique, CNRS/IN2P3, Université Paris-Saclay, Palaiseau, France.
  • Beaudette F 32Laboratoire Leprince-Ringuet, Ecole polytechnique, CNRS/IN2P3, Université Paris-Saclay, Palaiseau, France.
  • Busson P 32Laboratoire Leprince-Ringuet, Ecole polytechnique, CNRS/IN2P3, Université Paris-Saclay, Palaiseau, France.
  • Charlot C 32Laboratoire Leprince-Ringuet, Ecole polytechnique, CNRS/IN2P3, Université Paris-Saclay, Palaiseau, France.
  • de Cassagnac RG 32Laboratoire Leprince-Ringuet, Ecole polytechnique, CNRS/IN2P3, Université Paris-Saclay, Palaiseau, France.
  • Kucher I 32Laboratoire Leprince-Ringuet, Ecole polytechnique, CNRS/IN2P3, Université Paris-Saclay, Palaiseau, France.
  • Lobanov A 32Laboratoire Leprince-Ringuet, Ecole polytechnique, CNRS/IN2P3, Université Paris-Saclay, Palaiseau, France.
  • Blanco JM 32Laboratoire Leprince-Ringuet, Ecole polytechnique, CNRS/IN2P3, Université Paris-Saclay, Palaiseau, France.
  • Perez CM 32Laboratoire Leprince-Ringuet, Ecole polytechnique, CNRS/IN2P3, Université Paris-Saclay, Palaiseau, France.
  • Nguyen M 32Laboratoire Leprince-Ringuet, Ecole polytechnique, CNRS/IN2P3, Université Paris-Saclay, Palaiseau, France.
  • Ochando C 32Laboratoire Leprince-Ringuet, Ecole polytechnique, CNRS/IN2P3, Université Paris-Saclay, Palaiseau, France.
  • Ortona G 32Laboratoire Leprince-Ringuet, Ecole polytechnique, CNRS/IN2P3, Université Paris-Saclay, Palaiseau, France.
  • Paganini P 32Laboratoire Leprince-Ringuet, Ecole polytechnique, CNRS/IN2P3, Université Paris-Saclay, Palaiseau, France.
  • Rembser J 32Laboratoire Leprince-Ringuet, Ecole polytechnique, CNRS/IN2P3, Université Paris-Saclay, Palaiseau, France.
  • Salerno R 32Laboratoire Leprince-Ringuet, Ecole polytechnique, CNRS/IN2P3, Université Paris-Saclay, Palaiseau, France.
  • Sauvan JB 32Laboratoire Leprince-Ringuet, Ecole polytechnique, CNRS/IN2P3, Université Paris-Saclay, Palaiseau, France.
  • Sirois Y 32Laboratoire Leprince-Ringuet, Ecole polytechnique, CNRS/IN2P3, Université Paris-Saclay, Palaiseau, France.
  • Leiton AGS 32Laboratoire Leprince-Ringuet, Ecole polytechnique, CNRS/IN2P3, Université Paris-Saclay, Palaiseau, France.
  • Zabi A 32Laboratoire Leprince-Ringuet, Ecole polytechnique, CNRS/IN2P3, Université Paris-Saclay, Palaiseau, France.
  • Zghiche A 32Laboratoire Leprince-Ringuet, Ecole polytechnique, CNRS/IN2P3, Université Paris-Saclay, Palaiseau, France.
  • Agram JL 33Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France.
  • Andrea J 33Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France.
  • Bloch D 33Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France.
  • Brom JM 33Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France.
  • Chabert EC 33Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France.
  • Cherepanov V 33Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France.
  • Collard C 33Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France.
  • Conte E 33Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France.
  • Fontaine JC 33Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France.
  • Gelé D 33Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France.
  • Goerlach U 33Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France.
  • Jansová M 33Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France.
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  • Martin MA 41Deutsches Elektronen-Synchrotron, Hamburg, Germany.
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  • Aggleton R 42University of Hamburg, Hamburg, Germany.
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  • Anagnostou G Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece.
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  • Bartók M 48MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary.
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  • Singh JB 54Panjab University, Chandigarh, India.
  • Virdi AK 54Panjab University, Chandigarh, India.
  • Walia G 54Panjab University, Chandigarh, India.
  • Bhardwaj A 55University of Delhi, Delhi, India.
  • Choudhary BC 55University of Delhi, Delhi, India.
  • Garg RB 55University of Delhi, Delhi, India.
  • Gola M 55University of Delhi, Delhi, India.
  • Keshri S 55University of Delhi, Delhi, India.
  • Kumar A 55University of Delhi, Delhi, India.
  • Malhotra S 55University of Delhi, Delhi, India.
  • Naimuddin M 55University of Delhi, Delhi, India.
  • Priyanka P 55University of Delhi, Delhi, India.
  • Ranjan K 55University of Delhi, Delhi, India.
  • Shah A 55University of Delhi, Delhi, India.
  • Sharma R 55University of Delhi, Delhi, India.
  • Bhardwaj R 56Saha Institute of Nuclear Physics, HBNI, Kolkata, India.
  • Bharti M 56Saha Institute of Nuclear Physics, HBNI, Kolkata, India.
  • Bhattacharya R 56Saha Institute of Nuclear Physics, HBNI, Kolkata, India.
  • Bhattacharya S 56Saha Institute of Nuclear Physics, HBNI, Kolkata, India.
  • Bhawandeep U 56Saha Institute of Nuclear Physics, HBNI, Kolkata, India.
  • Bhowmik D 56Saha Institute of Nuclear Physics, HBNI, Kolkata, India.
  • Dey S 56Saha Institute of Nuclear Physics, HBNI, Kolkata, India.
  • Dutt S 56Saha Institute of Nuclear Physics, HBNI, Kolkata, India.
  • Dutta S 56Saha Institute of Nuclear Physics, HBNI, Kolkata, India.
  • Ghosh S 56Saha Institute of Nuclear Physics, HBNI, Kolkata, India.
  • Mondal K 56Saha Institute of Nuclear Physics, HBNI, Kolkata, India.
  • Nandan S 56Saha Institute of Nuclear Physics, HBNI, Kolkata, India.
  • Purohit A 56Saha Institute of Nuclear Physics, HBNI, Kolkata, India.
  • Rout PK 56Saha Institute of Nuclear Physics, HBNI, Kolkata, India.
  • Roy A 56Saha Institute of Nuclear Physics, HBNI, Kolkata, India.
  • Saha G 56Saha Institute of Nuclear Physics, HBNI, Kolkata, India.
  • Sarkar S 56Saha Institute of Nuclear Physics, HBNI, Kolkata, India.
  • Sharan M 56Saha Institute of Nuclear Physics, HBNI, Kolkata, India.
  • Singh B 56Saha Institute of Nuclear Physics, HBNI, Kolkata, India.
  • Thakur S 56Saha Institute of Nuclear Physics, HBNI, Kolkata, India.
  • Behera PK 57Indian Institute of Technology Madras, Madras, India.
  • Muhammad A 57Indian Institute of Technology Madras, Madras, India.
  • Chudasama R 58Bhabha Atomic Research Centre, Mumbai, India.
  • Dutta D 58Bhabha Atomic Research Centre, Mumbai, India.
  • Jha V 58Bhabha Atomic Research Centre, Mumbai, India.
  • Kumar V 58Bhabha Atomic Research Centre, Mumbai, India.
  • Mishra DK 58Bhabha Atomic Research Centre, Mumbai, India.
  • Netrakanti PK 58Bhabha Atomic Research Centre, Mumbai, India.
  • Pant LM 58Bhabha Atomic Research Centre, Mumbai, India.
  • Shukla P 58Bhabha Atomic Research Centre, Mumbai, India.
  • Suggisetti P 58Bhabha Atomic Research Centre, Mumbai, India.
  • Aziz T 59Tata Institute of Fundamental Research-A, Mumbai, India.
  • Bhat MA 59Tata Institute of Fundamental Research-A, Mumbai, India.
  • Dugad S 59Tata Institute of Fundamental Research-A, Mumbai, India.
  • Mohanty GB 59Tata Institute of Fundamental Research-A, Mumbai, India.
  • Sur N 59Tata Institute of Fundamental Research-A, Mumbai, India.
  • Verma R 59Tata Institute of Fundamental Research-A, Mumbai, India.
  • Banerjee S 60Tata Institute of Fundamental Research-B, Mumbai, India.
  • Bhattacharya S 60Tata Institute of Fundamental Research-B, Mumbai, India.
  • Chatterjee S 60Tata Institute of Fundamental Research-B, Mumbai, India.
  • Das P 60Tata Institute of Fundamental Research-B, Mumbai, India.
  • Guchait M 60Tata Institute of Fundamental Research-B, Mumbai, India.
  • Jain S 60Tata Institute of Fundamental Research-B, Mumbai, India.
  • Karmakar S 60Tata Institute of Fundamental Research-B, Mumbai, India.
  • Kumar S 60Tata Institute of Fundamental Research-B, Mumbai, India.
  • Maity M 60Tata Institute of Fundamental Research-B, Mumbai, India.
  • Majumder G 60Tata Institute of Fundamental Research-B, Mumbai, India.
  • Mazumdar K 60Tata Institute of Fundamental Research-B, Mumbai, India.
  • Sahoo N 60Tata Institute of Fundamental Research-B, Mumbai, India.
  • Sarkar T 60Tata Institute of Fundamental Research-B, Mumbai, India.
  • Chauhan S 61Indian Institute of Science Education and Research (IISER), Pune, India.
  • Dube S 61Indian Institute of Science Education and Research (IISER), Pune, India.
  • Hegde V 61Indian Institute of Science Education and Research (IISER), Pune, India.
  • Kapoor A 61Indian Institute of Science Education and Research (IISER), Pune, India.
  • Kothekar K 61Indian Institute of Science Education and Research (IISER), Pune, India.
  • Pandey S 61Indian Institute of Science Education and Research (IISER), Pune, India.
  • Rane A 61Indian Institute of Science Education and Research (IISER), Pune, India.
  • Rastogi A 61Indian Institute of Science Education and Research (IISER), Pune, India.
  • Sharma S 61Indian Institute of Science Education and Research (IISER), Pune, India.
  • Chenarani S 62Institute for Research in Fundamental Sciences (IPM), Tehran, Iran.
  • Tadavani EE 62Institute for Research in Fundamental Sciences (IPM), Tehran, Iran.
  • Etesami SM 62Institute for Research in Fundamental Sciences (IPM), Tehran, Iran.
  • Khakzad M 62Institute for Research in Fundamental Sciences (IPM), Tehran, Iran.
  • Najafabadi MM 62Institute for Research in Fundamental Sciences (IPM), Tehran, Iran.
  • Naseri M 62Institute for Research in Fundamental Sciences (IPM), Tehran, Iran.
  • Hosseinabadi FR 62Institute for Research in Fundamental Sciences (IPM), Tehran, Iran.
  • Safarzadeh B 62Institute for Research in Fundamental Sciences (IPM), Tehran, Iran.
  • Zeinali M 62Institute for Research in Fundamental Sciences (IPM), Tehran, Iran.
  • Felcini M 63University College Dublin, Dublin, Ireland.
  • Grunewald M 63University College Dublin, Dublin, Ireland.
  • Abbrescia M INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy.
  • Calabria C INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy.
  • Colaleo A INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy.
  • Creanza D INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy.
  • Cristella L INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy.
  • De Filippis N INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy.
  • De Palma M INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy.
  • Di Florio A INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy.
  • Errico F INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy.
  • Fiore L INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy.
  • Gelmi A INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy.
  • Iaselli G INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy.
  • Ince M INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy.
  • Lezki S INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy.
  • Maggi G INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy.
  • Maggi M INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy.
  • Miniello G INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy.
  • My S INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy.
  • Nuzzo S INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy.
  • Pompili A INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy.
  • Pugliese G INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy.
  • Radogna R INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy.
  • Ranieri A INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy.
  • Selvaggi G INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy.
  • Sharma A INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy.
  • Silvestris L INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy.
  • Venditti R INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy.
  • Verwilligen P INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy.
  • Abbiendi G INFN Sezione di Bologna, Università di Bologna, Bologna, Italy.
  • Battilana C INFN Sezione di Bologna, Università di Bologna, Bologna, Italy.
  • Bonacorsi D INFN Sezione di Bologna, Università di Bologna, Bologna, Italy.
  • Borgonovi L INFN Sezione di Bologna, Università di Bologna, Bologna, Italy.
  • Braibant-Giacomelli S INFN Sezione di Bologna, Università di Bologna, Bologna, Italy.
  • Campanini R INFN Sezione di Bologna, Università di Bologna, Bologna, Italy.
  • Capiluppi P INFN Sezione di Bologna, Università di Bologna, Bologna, Italy.
  • Castro A INFN Sezione di Bologna, Università di Bologna, Bologna, Italy.
  • Cavallo FR INFN Sezione di Bologna, Università di Bologna, Bologna, Italy.
  • Chhibra SS INFN Sezione di Bologna, Università di Bologna, Bologna, Italy.
  • Codispoti G INFN Sezione di Bologna, Università di Bologna, Bologna, Italy.
  • Cuffiani M INFN Sezione di Bologna, Università di Bologna, Bologna, Italy.
  • Dallavalle GM INFN Sezione di Bologna, Università di Bologna, Bologna, Italy.
  • Fabbri F INFN Sezione di Bologna, Università di Bologna, Bologna, Italy.
  • Fanfani A INFN Sezione di Bologna, Università di Bologna, Bologna, Italy.
  • Fontanesi E INFN Sezione di Bologna, Università di Bologna, Bologna, Italy.
  • Giacomelli P INFN Sezione di Bologna, Università di Bologna, Bologna, Italy.
  • Grandi C INFN Sezione di Bologna, Università di Bologna, Bologna, Italy.
  • Guiducci L INFN Sezione di Bologna, Università di Bologna, Bologna, Italy.
  • Iemmi F INFN Sezione di Bologna, Università di Bologna, Bologna, Italy.
  • Lo Meo S INFN Sezione di Bologna, Università di Bologna, Bologna, Italy.
  • Marcellini S INFN Sezione di Bologna, Università di Bologna, Bologna, Italy.
  • Masetti G INFN Sezione di Bologna, Università di Bologna, Bologna, Italy.
  • Montanari A INFN Sezione di Bologna, Università di Bologna, Bologna, Italy.
  • Navarria FL INFN Sezione di Bologna, Università di Bologna, Bologna, Italy.
  • Perrotta A INFN Sezione di Bologna, Università di Bologna, Bologna, Italy.
  • Primavera F INFN Sezione di Bologna, Università di Bologna, Bologna, Italy.
  • Rossi AM INFN Sezione di Bologna, Università di Bologna, Bologna, Italy.
  • Rovelli T INFN Sezione di Bologna, Università di Bologna, Bologna, Italy.
  • Siroli GP INFN Sezione di Bologna, Università di Bologna, Bologna, Italy.
  • Tosi N INFN Sezione di Bologna, Università di Bologna, Bologna, Italy.
  • Albergo S INFN Sezione di Catania, Università di Catania, Catania, Italy.
  • Di Mattia A INFN Sezione di Catania, Università di Catania, Catania, Italy.
  • Potenza R INFN Sezione di Catania, Università di Catania, Catania, Italy.
  • Tricomi A INFN Sezione di Catania, Università di Catania, Catania, Italy.
  • Tuve C INFN Sezione di Catania, Università di Catania, Catania, Italy.
  • Barbagli G 67INFN Sezione di Firenze, Università di Firenze, Firenze, Italy.
  • Chatterjee K 67INFN Sezione di Firenze, Università di Firenze, Firenze, Italy.
  • Ciulli V 67INFN Sezione di Firenze, Università di Firenze, Firenze, Italy.
  • Civinini C 67INFN Sezione di Firenze, Università di Firenze, Firenze, Italy.
  • D'Alessandro R 67INFN Sezione di Firenze, Università di Firenze, Firenze, Italy.
  • Focardi E 67INFN Sezione di Firenze, Università di Firenze, Firenze, Italy.
  • Latino G 67INFN Sezione di Firenze, Università di Firenze, Firenze, Italy.
  • Lenzi P 67INFN Sezione di Firenze, Università di Firenze, Firenze, Italy.
  • Meschini M 67INFN Sezione di Firenze, Università di Firenze, Firenze, Italy.
  • Paoletti S 67INFN Sezione di Firenze, Università di Firenze, Firenze, Italy.
  • Russo L 67INFN Sezione di Firenze, Università di Firenze, Firenze, Italy.
  • Sguazzoni G 67INFN Sezione di Firenze, Università di Firenze, Firenze, Italy.
  • Strom D 67INFN Sezione di Firenze, Università di Firenze, Firenze, Italy.
  • Viliani L 67INFN Sezione di Firenze, Università di Firenze, Firenze, Italy.
  • Benussi L 68INFN Laboratori Nazionali di Frascati, Frascati, Italy.
  • Bianco S 68INFN Laboratori Nazionali di Frascati, Frascati, Italy.
  • Fabbri F 68INFN Laboratori Nazionali di Frascati, Frascati, Italy.
  • Piccolo D 68INFN Laboratori Nazionali di Frascati, Frascati, Italy.
  • Ferro F INFN Sezione di Genova, Università di Genova, Genova, Italy.
  • Mulargia R INFN Sezione di Genova, Università di Genova, Genova, Italy.
  • Robutti E INFN Sezione di Genova, Università di Genova, Genova, Italy.
  • Tosi S INFN Sezione di Genova, Università di Genova, Genova, Italy.
  • Benaglia A INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milano, Italy.
  • Beschi A INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milano, Italy.
  • Brivio F INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milano, Italy.
  • Ciriolo V INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milano, Italy.
  • Di Guida S INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milano, Italy.
  • Dinardo ME INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milano, Italy.
  • Fiorendi S INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milano, Italy.
  • Gennai S INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milano, Italy.
  • Ghezzi A INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milano, Italy.
  • Govoni P INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milano, Italy.
  • Malberti M INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milano, Italy.
  • Malvezzi S INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milano, Italy.
  • Menasce D INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milano, Italy.
  • Monti F INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milano, Italy.
  • Moroni L INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milano, Italy.
  • Paganoni M INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milano, Italy.
  • Pedrini D INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milano, Italy.
  • Ragazzi S INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milano, Italy.
  • de Fatis TT INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milano, Italy.
  • Zuolo D INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milano, Italy.
  • Buontempo S 71INFN Sezione di Napoli, Università di Napoli 'Federico II' , Napoli, Italy, Università della Basilicata, Potenza, Italy, Università G. Marconi, Roma, Italy.
  • Cavallo N 71INFN Sezione di Napoli, Università di Napoli 'Federico II' , Napoli, Italy, Università della Basilicata, Potenza, Italy, Università G. Marconi, Roma, Italy.
  • De Iorio A 71INFN Sezione di Napoli, Università di Napoli 'Federico II' , Napoli, Italy, Università della Basilicata, Potenza, Italy, Università G. Marconi, Roma, Italy.
  • Di Crescenzo A 71INFN Sezione di Napoli, Università di Napoli 'Federico II' , Napoli, Italy, Università della Basilicata, Potenza, Italy, Università G. Marconi, Roma, Italy.
  • Fabozzi F 71INFN Sezione di Napoli, Università di Napoli 'Federico II' , Napoli, Italy, Università della Basilicata, Potenza, Italy, Università G. Marconi, Roma, Italy.
  • Fienga F 71INFN Sezione di Napoli, Università di Napoli 'Federico II' , Napoli, Italy, Università della Basilicata, Potenza, Italy, Università G. Marconi, Roma, Italy.
  • Galati G 71INFN Sezione di Napoli, Università di Napoli 'Federico II' , Napoli, Italy, Università della Basilicata, Potenza, Italy, Università G. Marconi, Roma, Italy.
  • Iorio AOM 71INFN Sezione di Napoli, Università di Napoli 'Federico II' , Napoli, Italy, Università della Basilicata, Potenza, Italy, Università G. Marconi, Roma, Italy.
  • Lista L 71INFN Sezione di Napoli, Università di Napoli 'Federico II' , Napoli, Italy, Università della Basilicata, Potenza, Italy, Università G. Marconi, Roma, Italy.
  • Meola S 71INFN Sezione di Napoli, Università di Napoli 'Federico II' , Napoli, Italy, Università della Basilicata, Potenza, Italy, Università G. Marconi, Roma, Italy.
  • Paolucci P 71INFN Sezione di Napoli, Università di Napoli 'Federico II' , Napoli, Italy, Università della Basilicata, Potenza, Italy, Università G. Marconi, Roma, Italy.
  • Sciacca C 71INFN Sezione di Napoli, Università di Napoli 'Federico II' , Napoli, Italy, Università della Basilicata, Potenza, Italy, Università G. Marconi, Roma, Italy.
  • Voevodina E 71INFN Sezione di Napoli, Università di Napoli 'Federico II' , Napoli, Italy, Università della Basilicata, Potenza, Italy, Università G. Marconi, Roma, Italy.
  • Azzi P 72INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy.
  • Bacchetta N 72INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy.
  • Bisello D 72INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy.
  • Boletti A 72INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy.
  • Bragagnolo A 72INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy.
  • Carlin R 72INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy.
  • Checchia P 72INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy.
  • Dall'Osso M 72INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy.
  • Manzano PC 72INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy.
  • Dorigo T 72INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy.
  • Dosselli U 72INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy.
  • Gasparini F 72INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy.
  • Gasparini U 72INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy.
  • Gozzelino A 72INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy.
  • Hoh SY 72INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy.
  • Lacaprara S 72INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy.
  • Lujan P 72INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy.
  • Margoni M 72INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy.
  • Meneguzzo AT 72INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy.
  • Pazzini J 72INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy.
  • Presilla M 72INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy.
  • Ronchese P 72INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy.
  • Rossin R 72INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy.
  • Simonetto F 72INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy.
  • Tiko A 72INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy.
  • Torassa E 72INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy.
  • Tosi M 72INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy.
  • Zanetti M 72INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy.
  • Zotto P 72INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy.
  • Zumerle G 72INFN Sezione di Padova, Università di Padova, Padova, Italy, Università di Trento, Trento, Italy.
  • Braghieri A INFN Sezione di Pavia, Università di Pavia, Pavia, Italy.
  • Magnani A INFN Sezione di Pavia, Università di Pavia, Pavia, Italy.
  • Montagna P INFN Sezione di Pavia, Università di Pavia, Pavia, Italy.
  • Ratti SP INFN Sezione di Pavia, Università di Pavia, Pavia, Italy.
  • Re V INFN Sezione di Pavia, Università di Pavia, Pavia, Italy.
  • Ressegotti M INFN Sezione di Pavia, Università di Pavia, Pavia, Italy.
  • Riccardi C INFN Sezione di Pavia, Università di Pavia, Pavia, Italy.
  • Salvini P INFN Sezione di Pavia, Università di Pavia, Pavia, Italy.
  • Vai I INFN Sezione di Pavia, Università di Pavia, Pavia, Italy.
  • Vitulo P INFN Sezione di Pavia, Università di Pavia, Pavia, Italy.
  • Biasini M INFN Sezione di Perugia, Università di Perugia, Perugia, Italy.
  • Bilei GM INFN Sezione di Perugia, Università di Perugia, Perugia, Italy.
  • Cecchi C INFN Sezione di Perugia, Università di Perugia, Perugia, Italy.
  • Ciangottini D INFN Sezione di Perugia, Università di Perugia, Perugia, Italy.
  • Fanò L INFN Sezione di Perugia, Università di Perugia, Perugia, Italy.
  • Lariccia P INFN Sezione di Perugia, Università di Perugia, Perugia, Italy.
  • Leonardi R INFN Sezione di Perugia, Università di Perugia, Perugia, Italy.
  • Manoni E INFN Sezione di Perugia, Università di Perugia, Perugia, Italy.
  • Mantovani G INFN Sezione di Perugia, Università di Perugia, Perugia, Italy.
  • Mariani V INFN Sezione di Perugia, Università di Perugia, Perugia, Italy.
  • Menichelli M INFN Sezione di Perugia, Università di Perugia, Perugia, Italy.
  • Rossi A INFN Sezione di Perugia, Università di Perugia, Perugia, Italy.
  • Santocchia A INFN Sezione di Perugia, Università di Perugia, Perugia, Italy.
  • Spiga D INFN Sezione di Perugia, Università di Perugia, Perugia, Italy.
  • Androsov K INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy.
  • Azzurri P INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy.
  • Bagliesi G INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy.
  • Bianchini L INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy.
  • Boccali T INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy.
  • Borrello L INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy.
  • Castaldi R INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy.
  • Ciocci MA INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy.
  • Dell'Orso R INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy.
  • Fedi G INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy.
  • Fiori F INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy.
  • Giannini L INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy.
  • Giassi A INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy.
  • Grippo MT INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy.
  • Ligabue F INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy.
  • Manca E INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy.
  • Mandorli G INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy.
  • Messineo A INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy.
  • Palla F INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy.
  • Rizzi A INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy.
  • Rolandi G INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy.
  • Spagnolo P INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy.
  • Tenchini R INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy.
  • Tonelli G INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy.
  • Venturi A INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy.
  • Verdini PG INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy.
  • Barone L 76INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy.
  • Cavallari F 76INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy.
  • Cipriani M 76INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy.
  • Del Re D 76INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy.
  • Di Marco E 76INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy.
  • Diemoz M 76INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy.
  • Gelli S 76INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy.
  • Longo E 76INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy.
  • Marzocchi B 76INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy.
  • Meridiani P 76INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy.
  • Organtini G 76INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy.
  • Pandolfi F 76INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy.
  • Paramatti R 76INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy.
  • Preiato F 76INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy.
  • Rahatlou S 76INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy.
  • Rovelli C 76INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy.
  • Santanastasio F 76INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy.
  • Amapane N INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Arcidiacono R INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Argiro S INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Arneodo M INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Bartosik N INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Bellan R INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Biino C INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Cappati A INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Cartiglia N INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Cenna F INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Cometti S INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Costa M INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Covarelli R INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Demaria N INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Kiani B INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Mariotti C INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Maselli S INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Migliore E INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Monaco V INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Monteil E INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Monteno M INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Obertino MM INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Pacher L INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Pastrone N INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Pelliccioni M INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Angioni GLP INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Romero A INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Ruspa M INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Sacchi R INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Salvatico R INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Shchelina K INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Sola V INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Solano A INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Soldi D INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Staiano A INFN Sezione di Torino, Università di Torino, Torino, Italy, Università del Piemonte Orientale, Novara, Italy.
  • Belforte S INFN Sezione di Trieste, Università di Trieste, Trieste, Italy.
  • Candelise V INFN Sezione di Trieste, Università di Trieste, Trieste, Italy.
  • Casarsa M INFN Sezione di Trieste, Università di Trieste, Trieste, Italy.
  • Cossutti F INFN Sezione di Trieste, Università di Trieste, Trieste, Italy.
  • Da Rold A INFN Sezione di Trieste, Università di Trieste, Trieste, Italy.
  • Della Ricca G INFN Sezione di Trieste, Università di Trieste, Trieste, Italy.
  • Vazzoler F INFN Sezione di Trieste, Università di Trieste, Trieste, Italy.
  • Zanetti A INFN Sezione di Trieste, Università di Trieste, Trieste, Italy.
  • Kim DH 79Kyungpook National University, Daegu, Korea.
  • Kim GN 79Kyungpook National University, Daegu, Korea.
  • Kim MS 79Kyungpook National University, Daegu, Korea.
  • Lee J 79Kyungpook National University, Daegu, Korea.
  • Lee S 79Kyungpook National University, Daegu, Korea.
  • Lee SW 79Kyungpook National University, Daegu, Korea.
  • Moon CS 79Kyungpook National University, Daegu, Korea.
  • Oh YD 79Kyungpook National University, Daegu, Korea.
  • Pak SI 79Kyungpook National University, Daegu, Korea.
  • Sekmen S 79Kyungpook National University, Daegu, Korea.
  • Son DC 79Kyungpook National University, Daegu, Korea.
  • Yang YC 79Kyungpook National University, Daegu, Korea.
  • Kim H 80Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea.
  • Moon DH 80Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea.
  • Oh G 80Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea.
  • Francois B 81Hanyang University, Seoul, Korea.
  • Goh J 81Hanyang University, Seoul, Korea.
  • Kim TJ 81Hanyang University, Seoul, Korea.
  • Cho S 82Korea University, Seoul, Korea.
  • Choi S 82Korea University, Seoul, Korea.
  • Go Y 82Korea University, Seoul, Korea.
  • Gyun D 82Korea University, Seoul, Korea.
  • Ha S 82Korea University, Seoul, Korea.
  • Hong B 82Korea University, Seoul, Korea.
  • Jo Y 82Korea University, Seoul, Korea.
  • Lee K 82Korea University, Seoul, Korea.
  • Lee KS 82Korea University, Seoul, Korea.
  • Lee S 82Korea University, Seoul, Korea.
  • Lim J 82Korea University, Seoul, Korea.
  • Park SK 82Korea University, Seoul, Korea.
  • Roh Y 82Korea University, Seoul, Korea.
  • Kim HS 83Sejong University, Seoul, Korea.
  • Almond J 84Seoul National University, Seoul, Korea.
  • Kim J 84Seoul National University, Seoul, Korea.
  • Kim JS 84Seoul National University, Seoul, Korea.
  • Lee H 84Seoul National University, Seoul, Korea.
  • Lee K 84Seoul National University, Seoul, Korea.
  • Nam K 84Seoul National University, Seoul, Korea.
  • Oh SB 84Seoul National University, Seoul, Korea.
  • Radburn-Smith BC 84Seoul National University, Seoul, Korea.
  • Seo SH 84Seoul National University, Seoul, Korea.
  • Yang UK 84Seoul National University, Seoul, Korea.
  • Yoo HD 84Seoul National University, Seoul, Korea.
  • Yu GB 84Seoul National University, Seoul, Korea.
  • Jeon D 85University of Seoul, Seoul, Korea.
  • Kim H 85University of Seoul, Seoul, Korea.
  • Kim JH 85University of Seoul, Seoul, Korea.
  • Lee JSH 85University of Seoul, Seoul, Korea.
  • Park IC 85University of Seoul, Seoul, Korea.
  • Choi Y 86Sungkyunkwan University, Suwon, Korea.
  • Hwang C 86Sungkyunkwan University, Suwon, Korea.
  • Lee J 86Sungkyunkwan University, Suwon, Korea.
  • Yu I 86Sungkyunkwan University, Suwon, Korea.
  • Dudenas V 87Vilnius University, Vilnius, Lithuania.
  • Juodagalvis A 87Vilnius University, Vilnius, Lithuania.
  • Vaitkus J 87Vilnius University, Vilnius, Lithuania.
  • Ibrahim ZA 88National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia.
  • Ali MABM 88National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia.
  • Idris FM 88National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia.
  • Abdullah WATW 88National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia.
  • Yusli MN 88National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia.
  • Zolkapli Z 88National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia.
  • Benitez JF 89Universidad de Sonora (UNISON), Hermosillo, Mexico.
  • Hernandez AC 89Universidad de Sonora (UNISON), Hermosillo, Mexico.
  • Quijada JAM 89Universidad de Sonora (UNISON), Hermosillo, Mexico.
  • Castilla-Valdez H 90Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico.
  • Cruz-Burelo E 90Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico.
  • Duran-Osuna MC 90Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico.
  • La Cruz IH 90Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico.
  • Lopez-Fernandez R 90Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico.
  • Guisao JM 90Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico.
  • Rabadan-Trejo RI 90Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico.
  • Ramirez-Garcia M 90Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico.
  • Ramirez-Sanchez G 90Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico.
  • Reyes-Almanza R 90Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico.
  • Sanchez-Hernandez A 90Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico.
  • Moreno SC 91Universidad Iberoamericana, Mexico City, Mexico.
  • Barrera CO 91Universidad Iberoamericana, Mexico City, Mexico.
  • Valencia FV 91Universidad Iberoamericana, Mexico City, Mexico.
  • Eysermans J 92Benemerita Universidad Autonoma de Puebla, Puebla, Mexico.
  • Pedraza I 92Benemerita Universidad Autonoma de Puebla, Puebla, Mexico.
  • Ibarguen HAS 92Benemerita Universidad Autonoma de Puebla, Puebla, Mexico.
  • Estrada CU 92Benemerita Universidad Autonoma de Puebla, Puebla, Mexico.
  • Pineda AM 93Universidad Autónoma de San Luis Potosí, San Luis Potosí, Mexico.
  • Krofcheck D 94University of Auckland, Auckland, New Zealand.
  • Bheesette S 95University of Canterbury, Christchurch, New Zealand.
  • Butler PH 95University of Canterbury, Christchurch, New Zealand.
  • Ahmad A 96National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan.
  • Ahmad M 96National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan.
  • Asghar MI 96National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan.
  • Hassan Q 96National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan.
  • Hoorani HR 96National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan.
  • Khan WA 96National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan.
  • Saddique A 96National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan.
  • Shah MA 96National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan.
  • Shoaib M 96National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan.
  • Waqas M 96National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan.
  • Bialkowska H 97National Centre for Nuclear Research, Swierk, Poland.
  • Bluj M 97National Centre for Nuclear Research, Swierk, Poland.
  • Boimska B 97National Centre for Nuclear Research, Swierk, Poland.
  • Frueboes T 97National Centre for Nuclear Research, Swierk, Poland.
  • Górski M 97National Centre for Nuclear Research, Swierk, Poland.
  • Kazana M 97National Centre for Nuclear Research, Swierk, Poland.
  • Szleper M 97National Centre for Nuclear Research, Swierk, Poland.
  • Traczyk P 97National Centre for Nuclear Research, Swierk, Poland.
  • Zalewski P 97National Centre for Nuclear Research, Swierk, Poland.
  • Bunkowski K 98Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland.
  • Byszuk A 98Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland.
  • Doroba K 98Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland.
  • Kalinowski A 98Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland.
  • Konecki M 98Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland.
  • Krolikowski J 98Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland.
  • Misiura M 98Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland.
  • Olszewski M 98Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland.
  • Pyskir A 98Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland.
  • Walczak M 98Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland.
  • Araujo M 99Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal.
  • Bargassa P 99Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal.
  • Silva CBDCE 99Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal.
  • Di Francesco A 99Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal.
  • Faccioli P 99Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal.
  • Galinhas B 99Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal.
  • Gallinaro M 99Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal.
  • Hollar J 99Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal.
  • Leonardo N 99Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal.
  • Seixas J 99Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal.
  • Strong G 99Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal.
  • Toldaiev O 99Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal.
  • Varela J 99Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal.
  • Afanasiev S 100Joint Institute for Nuclear Research, Dubna, Russia.
  • Bunin P 100Joint Institute for Nuclear Research, Dubna, Russia.
  • Gavrilenko M 100Joint Institute for Nuclear Research, Dubna, Russia.
  • Golutvin I 100Joint Institute for Nuclear Research, Dubna, Russia.
  • Gorbunov I 100Joint Institute for Nuclear Research, Dubna, Russia.
  • Kamenev A 100Joint Institute for Nuclear Research, Dubna, Russia.
  • Karjavine V 100Joint Institute for Nuclear Research, Dubna, Russia.
  • Lanev A 100Joint Institute for Nuclear Research, Dubna, Russia.
  • Malakhov A 100Joint Institute for Nuclear Research, Dubna, Russia.
  • Matveev V 100Joint Institute for Nuclear Research, Dubna, Russia.
  • Moisenz P 100Joint Institute for Nuclear Research, Dubna, Russia.
  • Palichik V 100Joint Institute for Nuclear Research, Dubna, Russia.
  • Perelygin V 100Joint Institute for Nuclear Research, Dubna, Russia.
  • Shmatov S 100Joint Institute for Nuclear Research, Dubna, Russia.
  • Shulha S 100Joint Institute for Nuclear Research, Dubna, Russia.
  • Skatchkov N 100Joint Institute for Nuclear Research, Dubna, Russia.
  • Smirnov V 100Joint Institute for Nuclear Research, Dubna, Russia.
  • Voytishin N 100Joint Institute for Nuclear Research, Dubna, Russia.
  • Zarubin A 100Joint Institute for Nuclear Research, Dubna, Russia.
  • Golovtsov V 101Petersburg Nuclear Physics Institute, Gatchina (St. Petersburg), Russia.
  • Ivanov Y 101Petersburg Nuclear Physics Institute, Gatchina (St. Petersburg), Russia.
  • Kim V 101Petersburg Nuclear Physics Institute, Gatchina (St. Petersburg), Russia.
  • Kuznetsova E 101Petersburg Nuclear Physics Institute, Gatchina (St. Petersburg), Russia.
  • Levchenko P 101Petersburg Nuclear Physics Institute, Gatchina (St. Petersburg), Russia.
  • Murzin V 101Petersburg Nuclear Physics Institute, Gatchina (St. Petersburg), Russia.
  • Oreshkin V 101Petersburg Nuclear Physics Institute, Gatchina (St. Petersburg), Russia.
  • Smirnov I 101Petersburg Nuclear Physics Institute, Gatchina (St. Petersburg), Russia.
  • Sosnov D 101Petersburg Nuclear Physics Institute, Gatchina (St. Petersburg), Russia.
  • Sulimov V 101Petersburg Nuclear Physics Institute, Gatchina (St. Petersburg), Russia.
  • Uvarov L 101Petersburg Nuclear Physics Institute, Gatchina (St. Petersburg), Russia.
  • Vavilov S 101Petersburg Nuclear Physics Institute, Gatchina (St. Petersburg), Russia.
  • Vorobyev A 101Petersburg Nuclear Physics Institute, Gatchina (St. Petersburg), Russia.
  • Andreev Y 102Institute for Nuclear Research, Moscow, Russia.
  • Dermenev A 102Institute for Nuclear Research, Moscow, Russia.
  • Gninenko S 102Institute for Nuclear Research, Moscow, Russia.
  • Golubev N 102Institute for Nuclear Research, Moscow, Russia.
  • Karneyeu A 102Institute for Nuclear Research, Moscow, Russia.
  • Kirsanov M 102Institute for Nuclear Research, Moscow, Russia.
  • Krasnikov N 102Institute for Nuclear Research, Moscow, Russia.
  • Pashenkov A 102Institute for Nuclear Research, Moscow, Russia.
  • Shabanov A 102Institute for Nuclear Research, Moscow, Russia.
  • Tlisov D 102Institute for Nuclear Research, Moscow, Russia.
  • Toropin A 102Institute for Nuclear Research, Moscow, Russia.
  • Epshteyn V 103Institute for Theoretical and Experimental Physics, Moscow, Russia.
  • Gavrilov V 103Institute for Theoretical and Experimental Physics, Moscow, Russia.
  • Lychkovskaya N 103Institute for Theoretical and Experimental Physics, Moscow, Russia.
  • Popov V 103Institute for Theoretical and Experimental Physics, Moscow, Russia.
  • Pozdnyakov I 103Institute for Theoretical and Experimental Physics, Moscow, Russia.
  • Safronov G 103Institute for Theoretical and Experimental Physics, Moscow, Russia.
  • Spiridonov A 103Institute for Theoretical and Experimental Physics, Moscow, Russia.
  • Stepennov A 103Institute for Theoretical and Experimental Physics, Moscow, Russia.
  • Stolin V 103Institute for Theoretical and Experimental Physics, Moscow, Russia.
  • Toms M 103Institute for Theoretical and Experimental Physics, Moscow, Russia.
  • Vlasov E 103Institute for Theoretical and Experimental Physics, Moscow, Russia.
  • Zhokin A 103Institute for Theoretical and Experimental Physics, Moscow, Russia.
  • Aushev T 104Moscow Institute of Physics and Technology, Moscow, Russia.
  • Chistov R 105National Research Nuclear University 'Moscow Engineering Physics Institute' (MEPhI), Moscow, Russia.
  • Danilov M 105National Research Nuclear University 'Moscow Engineering Physics Institute' (MEPhI), Moscow, Russia.
  • Polikarpov S 105National Research Nuclear University 'Moscow Engineering Physics Institute' (MEPhI), Moscow, Russia.
  • Tarkovskii E 105National Research Nuclear University 'Moscow Engineering Physics Institute' (MEPhI), Moscow, Russia.
  • Andreev V 106P.N. Lebedev Physical Institute, Moscow, Russia.
  • Azarkin M 106P.N. Lebedev Physical Institute, Moscow, Russia.
  • Dremin I 106P.N. Lebedev Physical Institute, Moscow, Russia.
  • Kirakosyan M 106P.N. Lebedev Physical Institute, Moscow, Russia.
  • Terkulov A 106P.N. Lebedev Physical Institute, Moscow, Russia.
  • Baskakov A 107Skobeltsyn Institute of Nuclear Physics, Lomonosov Moscow State University, Moscow, Russia.
  • Belyaev A 107Skobeltsyn Institute of Nuclear Physics, Lomonosov Moscow State University, Moscow, Russia.
  • Boos E 107Skobeltsyn Institute of Nuclear Physics, Lomonosov Moscow State University, Moscow, Russia.
  • Dubinin M 107Skobeltsyn Institute of Nuclear Physics, Lomonosov Moscow State University, Moscow, Russia.
  • Dudko L 107Skobeltsyn Institute of Nuclear Physics, Lomonosov Moscow State University, Moscow, Russia.
  • Ershov A 107Skobeltsyn Institute of Nuclear Physics, Lomonosov Moscow State University, Moscow, Russia.
  • Gribushin A 107Skobeltsyn Institute of Nuclear Physics, Lomonosov Moscow State University, Moscow, Russia.
  • Klyukhin V 107Skobeltsyn Institute of Nuclear Physics, Lomonosov Moscow State University, Moscow, Russia.
  • Kodolova O 107Skobeltsyn Institute of Nuclear Physics, Lomonosov Moscow State University, Moscow, Russia.
  • Lokhtin I 107Skobeltsyn Institute of Nuclear Physics, Lomonosov Moscow State University, Moscow, Russia.
  • Miagkov I 107Skobeltsyn Institute of Nuclear Physics, Lomonosov Moscow State University, Moscow, Russia.
  • Obraztsov S 107Skobeltsyn Institute of Nuclear Physics, Lomonosov Moscow State University, Moscow, Russia.
  • Petrushanko S 107Skobeltsyn Institute of Nuclear Physics, Lomonosov Moscow State University, Moscow, Russia.
  • Savrin V 107Skobeltsyn Institute of Nuclear Physics, Lomonosov Moscow State University, Moscow, Russia.
  • Snigirev A 107Skobeltsyn Institute of Nuclear Physics, Lomonosov Moscow State University, Moscow, Russia.
  • Barnyakov A 108Novosibirsk State University (NSU), Novosibirsk, Russia.
  • Blinov V 108Novosibirsk State University (NSU), Novosibirsk, Russia.
  • Dimova T 108Novosibirsk State University (NSU), Novosibirsk, Russia.
  • Kardapoltsev L 108Novosibirsk State University (NSU), Novosibirsk, Russia.
  • Skovpen Y 108Novosibirsk State University (NSU), Novosibirsk, Russia.
  • Azhgirey I 109Institute for High Energy Physics of National Research Centre 'Kurchatov Institute', Protvino, Russia.
  • Bayshev I 109Institute for High Energy Physics of National Research Centre 'Kurchatov Institute', Protvino, Russia.
  • Bitioukov S 109Institute for High Energy Physics of National Research Centre 'Kurchatov Institute', Protvino, Russia.
  • Kachanov V 109Institute for High Energy Physics of National Research Centre 'Kurchatov Institute', Protvino, Russia.
  • Kalinin A 109Institute for High Energy Physics of National Research Centre 'Kurchatov Institute', Protvino, Russia.
  • Konstantinov D 109Institute for High Energy Physics of National Research Centre 'Kurchatov Institute', Protvino, Russia.
  • Mandrik P 109Institute for High Energy Physics of National Research Centre 'Kurchatov Institute', Protvino, Russia.
  • Petrov V 109Institute for High Energy Physics of National Research Centre 'Kurchatov Institute', Protvino, Russia.
  • Ryutin R 109Institute for High Energy Physics of National Research Centre 'Kurchatov Institute', Protvino, Russia.
  • Slabospitskii S 109Institute for High Energy Physics of National Research Centre 'Kurchatov Institute', Protvino, Russia.
  • Sobol A 109Institute for High Energy Physics of National Research Centre 'Kurchatov Institute', Protvino, Russia.
  • Troshin S 109Institute for High Energy Physics of National Research Centre 'Kurchatov Institute', Protvino, Russia.
  • Tyurin N 109Institute for High Energy Physics of National Research Centre 'Kurchatov Institute', Protvino, Russia.
  • Uzunian A 109Institute for High Energy Physics of National Research Centre 'Kurchatov Institute', Protvino, Russia.
  • Volkov A 109Institute for High Energy Physics of National Research Centre 'Kurchatov Institute', Protvino, Russia.
  • Babaev A 110National Research Tomsk Polytechnic University, Tomsk, Russia.
  • Baidali S 110National Research Tomsk Polytechnic University, Tomsk, Russia.
  • Okhotnikov V 110National Research Tomsk Polytechnic University, Tomsk, Russia.
  • Adzic P 111Faculty of Physics and VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia.
  • Cirkovic P 111Faculty of Physics and VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia.
  • Devetak D 111Faculty of Physics and VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia.
  • Dordevic M 111Faculty of Physics and VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia.
  • Milosevic J 111Faculty of Physics and VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia.
  • Maestre JA 112Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain.
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  • Bachiller I 112Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain.
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  • Colino N 112Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain.
  • Cruz B 112Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain.
  • Peris AD 112Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain.
  • Bedoya CF 112Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain.
  • Ramos JPF 112Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain.
  • Flix J 112Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain.
  • Fouz MC 112Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain.
  • Lopez OG 112Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain.
  • Lopez SG 112Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain.
  • Hernandez JM 112Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain.
  • Josa MI 112Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain.
  • Moran D 112Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain.
  • Yzquierdo AP 112Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain.
  • Pelayo JP 112Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain.
  • Redondo I 112Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain.
  • Romero L 112Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain.
  • Navas SS 112Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain.
  • Soares MS 112Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain.
  • Triossi A 112Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain.
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  • Menendez JF 114Universidad de Oviedo, Oviedo, Spain.
  • Folgueras S 114Universidad de Oviedo, Oviedo, Spain.
  • Caballero IG 114Universidad de Oviedo, Oviedo, Spain.
  • Fernández JRG 114Universidad de Oviedo, Oviedo, Spain.
  • Cortezon EP 114Universidad de Oviedo, Oviedo, Spain.
  • Bouza VR 114Universidad de Oviedo, Oviedo, Spain.
  • Cruz SS 114Universidad de Oviedo, Oviedo, Spain.
  • Garcia JMV 114Universidad de Oviedo, Oviedo, Spain.
  • Cabrillo IJ 115Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain.
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  • Quero BC 115Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain.
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  • Rodrigo T 115Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain.
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  • Trevisani N 115Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain.
  • Vila I 115Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain.
  • Cortabitarte RV 115Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain.
  • Wickramage N 116Department of Physics, University of Ruhuna, Matara, Sri Lanka.
  • Abbaneo D 117CERN, European Organization for Nuclear Research, Geneva, Switzerland.
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  • Zeuner WD 117CERN, European Organization for Nuclear Research, Geneva, Switzerland.
  • Caminada L 118Paul Scherrer Institut, Villigen, Switzerland.
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  • Backhaus M 119ETH Zurich, Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland.
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  • Asavapibhop B 123Chulalongkorn University, Faculty of Science, Department of Physics, Bangkok, Thailand.
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  • Levchuk L 129National Scientific Center, Kharkov Institute of Physics and Technology, Kharkov, Ukraine.
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  • 2020-01-25
Published in:
  • The European physical journal. C, Particles and fields. - 2020
Physics and Astronomy (miscellaneous)
Engineering (miscellaneous)
English 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.
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  • English
Open access status
gold
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https://folia.unifr.ch/global/documents/292122
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