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Preprint
Report number arXiv:2412.17590 ; CMS-MUO-24-001 ; CERN-EP-2024-325 ; CMS-MUO-24-001-003
Title Identification of low-momentum muons in the CMS detector using multivariate techniques in proton-proton collisions at $ \sqrt{s} = $ 13.6 TeV
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Author(s)

Chekhovsky, Vladimir (Yerevan Phys. Inst.) ; Hayrapetyan, Aram (Yerevan Phys. Inst.) ; Makarenko, Vladimir (Yerevan Phys. Inst.) ; Tumasyan, Armen (Yerevan Phys. Inst.) ; Adam, Wolfgang (Vienna, OAW) ; Andrejkovic, Janik Walter (Vienna, OAW) ; Benato, Lisa (Vienna, OAW) ; Bergauer, Thomas (Vienna, OAW) ; Chatterjee, Suman (Vienna, OAW) ; Damanakis, Konstantinos (Vienna, OAW) ; Dragicevic, Marko (Vienna, OAW) ; Hussain, Priya Sajid (Vienna, OAW) ; Jeitler, Manfred (Vienna, OAW ; TU Vienna) ; Krammer, Natascha (Vienna, OAW) ; Li, Ang (Vienna, OAW) ; Liko, Dietrich (Vienna, OAW) ; Mikulec, Ivan (Vienna, OAW) ; Schieck, Jochen (Vienna, OAW ; TU Vienna) ; Schöfbeck, Robert (Vienna, OAW ; TU Vienna) ; Schwarz, Dennis (Vienna, OAW) ; Sonawane, Mangesh (Vienna, OAW) ; Waltenberger, Wolfgang (Vienna, OAW) ; Wulz, Claudia-Elisabeth (Vienna, OAW ; TU Vienna) ; Janssen, Tahys (Antwerp U.) ; Kwon, Hyejin (Antwerp U.) ; Van Laer, Thomas (Antwerp U.) ; Van Mechelen, Pierre (Antwerp U.) ; Breugelmans, Nordin (Vrije U., Brussels) ; D'Hondt, Jorgen (Vrije U., Brussels) ; Dansana, Soumya (Vrije U., Brussels) ; De Moor, Alexandre (Vrije U., Brussels) ; Delcourt, Martin (Vrije U., Brussels) ; Heyen, Felix (Vrije U., Brussels) ; Hong, Yanwen (Vrije U., Brussels) ; Lowette, Steven (Vrije U., Brussels) ; Makarenko, Inna (Vrije U., Brussels) ; Müller, Denise (Vrije U., Brussels) ; Tavernier, Stefaan (Vrije U., Brussels) ; Tytgat, Michael (Vrije U., Brussels ; Gent U.) ; Van Onsem, Gerrit Patrick (Vrije U., Brussels) ; Van Putte, Senne (Vrije U., Brussels) ; Vannerom, David (Vrije U., Brussels) ; Bilin, Bugra (Brussels U.) ; Clerbaux, Barbara (Brussels U.) ; Das, Aloke Kumar (Brussels U.) ; De Bruyn, Isabelle (Brussels U.) ; De Lentdecker, Gilles (Brussels U.) ; Evard, Hugues (Brussels U.) ; Favart, Laurent (Brussels U.) ; Gianneios, Paraskevas (Brussels U.) ; Khalilzadeh, Ali (Brussels U.) ; Khan, Fakhri Alam (Brussels U.) ; Malara, Andrea (Brussels U.) ; Shahzad, Muhammad Aamir (Brussels U.) ; Thomas, Laurent (Brussels U.) ; Vanden Bemden, Max (Brussels U.) ; Vander Velde, Catherine (Brussels U.) ; Vanlaer, Pascal (Brussels U.) ; De Coen, Maarten (Gent U.) ; Dobur, Didar (Gent U.) ; Gokbulut, Gul (Gent U.) ; Knolle, Joscha (Gent U.) ; Lambrecht, Luka (Gent U.) ; Marckx, David (Gent U.) ; Skovpen, Kirill (Gent U.) ; Van Den Bossche, Niels (Gent U.) ; van der Linden, Jan (Gent U.) ; Vandenbroeck, Jules (Gent U.) ; Wezenbeek, Liam (Gent U.) ; Bein, Samuel (Louvain U.) ; Benecke, Anna (Louvain U.) ; Bethani, Agni (Louvain U.) ; Bruno, Giacomo (Louvain U.) ; Caputo, Claudio (Louvain U.) ; De Favereau De Jeneret, Jerome (Louvain U.) ; Delaere, Christophe (Louvain U.) ; Donertas, Izzeddin Suat (Louvain U.) ; Giammanco, Andrea (Louvain U.) ; Guzel, Ahmet Oguz (Louvain U.) ; Jain, Sandhya (Louvain U.) ; Lemaitre, Vincent (Louvain U.) ; Lidrych, Jindrich (Louvain U.) ; Mastrapasqua, Paola (Louvain U.) ; Tran, Tu Thong (Louvain U.) ; Turkcapar, Semra (Louvain U.) ; Alves, Gilvan (Rio de Janeiro, CBPF) ; Coelho, Eduardo (Rio de Janeiro, CBPF) ; Correia Silva, Gilson (Rio de Janeiro, CBPF) ; Hensel, Carsten (Rio de Janeiro, CBPF) ; Menezes De Oliveira, Thales (Rio de Janeiro, CBPF) ; Mora Herrera, Clemencia (Rio de Janeiro, CBPF ; Rio de Janeiro State U.) ; Rebello Teles, Patricia (Rio de Janeiro, CBPF) ; Soeiro, Mariana (Rio de Janeiro, CBPF) ; Tonelli Manganote, Edmilson José (Rio de Janeiro, CBPF) ; Vilela Pereira, Antonio (Rio de Janeiro, CBPF ; Rio de Janeiro State U.) ; Aldá Júnior, Walter Luiz (Rio de Janeiro State U.) ; Barroso Ferreira Filho, Mapse (Rio de Janeiro State U.) ; Brandao Malbouisson, Helena (Rio de Janeiro State U.) ; Carvalho, Wagner (Rio de Janeiro State U.) ; Chinellato, Jose (Rio de Janeiro State U. ; U. Campinas) ; Da Costa, Eliza Melo (Rio de Janeiro State U.) ; Da Silveira, Gustavo Gil (Rio de Janeiro State U. ; Rio Grande do Sul U.) ; De Jesus Damiao, Dilson (Rio de Janeiro State U.) ; Fonseca De Souza, Sandro (Rio de Janeiro State U.) ; Gomes De Souza, Raphael (Rio de Janeiro State U.) ; Laux Kuhn, Tulio (Rio de Janeiro State U. ; Rio Grande do Sul U.) ; Macedo, Matheus (Rio de Janeiro State U.) ; Martins, Jordan (Rio de Janeiro State U.) ; Mota Amarilo, Kevin (Rio de Janeiro State U.) ; Mundim, Luiz (Rio de Janeiro State U.) ; Nogima, Helio (Rio de Janeiro State U.) ; Pinheiro, Joao Pedro (Rio de Janeiro State U.) ; Santoro, Alberto (Rio de Janeiro State U.) ; Sznajder, Andre (Rio de Janeiro State U.) ; Thiel, Mauricio (Rio de Janeiro State U.) ; Bernardes, Cesar Augusto (Rio Grande do Sul U.) ; Calligaris, Luigi ; Tomei, Thiago ; De Moraes Gregores, Eduardo ; Maietto Silverio, Isabela ; Mercadante, Pedro G. ; Novaes, Sergio F. ; Orzari, Breno ; Padula, Sandra ; Scheurer, Valerie ; Aleksandrov, Aleksandar (Sofiya, Inst. Nucl. Res.) ; Antchev, Georgy (Sofiya, Inst. Nucl. Res.) ; Hadjiiska, Roumyana (Sofiya, Inst. Nucl. Res.) ; Iaydjiev, Plamen (Sofiya, Inst. Nucl. Res.) ; Misheva, Milena (Sofiya, Inst. Nucl. Res.) ; Shopova, Mariana (Sofiya, Inst. Nucl. Res.) ; Sultanov, Georgi (Sofiya, Inst. Nucl. Res.) ; Dimitrov, Anton (Sofiya U.) ; Litov, Leander (Sofiya U.) ; Pavlov, Borislav (Sofiya U.) ; Petkov, Peicho (Sofiya U.) ; Petrov, Anton (Sofiya U.) ; Shumka, Elton (Sofiya U.) ; Keshri, Sumit (Tarapaca U.) ; Laroze Navarrete, David Nicolas (Tarapaca U.) ; Thakur, Shalini (Tarapaca U.) ; Cheng, Tongguang (Beihang U.) ; Javaid, Tahir (Beihang U.) ; Yuan, Li (Beihang U.) ; Hu, Zhen (Tsinghua U., Beijing) ; Liang, Zhengchen (Tsinghua U., Beijing) ; Liu, Jinfeng (Tsinghua U., Beijing) ; Chen, Guo-Ming (Beijing, Inst. High Energy Phys. ; UCAS, Beijing) ; Chen, He-Sheng (Beijing, Inst. High Energy Phys. ; UCAS, Beijing) ; Chen, Mingshui (Beijing, Inst. High Energy Phys. ; UCAS, Beijing) ; Iemmi, Fabio (Beijing, Inst. High Energy Phys.) ; Jiang, Chun-Hua (Beijing, Inst. High Energy Phys.) ; Kapoor, Anshul (Beijing, Inst. High Energy Phys.) ; Liao, Hongbo (Beijing, Inst. High Energy Phys.) ; Liu, Zhenan (Beijing, Inst. High Energy Phys.) ; Sharma, Ramkrishna (Beijing, Inst. High Energy Phys.) ; Song, Jia-ning (Beijing, Inst. High Energy Phys.) ; Tao, Junquan (Beijing, Inst. High Energy Phys.) ; Wang, Chu (Beijing, Inst. High Energy Phys. ; UCAS, Beijing) ; Wang, Jin (Beijing, Inst. High Energy Phys.) ; Wang, Zebing (Beijing, Inst. High Energy Phys. ; UCAS, Beijing) ; Zhang, Huaqiao (Beijing, Inst. High Energy Phys.) ; Zhao, Jingzhou (Beijing, Inst. High Energy Phys.) ; Agapitos, Antonis (Peking U.) ; Ban, Yong (Peking U.) ; Carvalho Antunes De Oliveira, Alexandra (Peking U.) ; Deng, Sen (Peking U.) ; Guo, Botao (Peking U.) ; Jiang, Chuqiao (Peking U.) ; Levin, Andrew (Peking U.) ; Li, Congqiao (Peking U.) ; Li, Qiang (Peking U.) ; Mao, Yajun (Peking U.) ; Qian, Sitian (Peking U.) ; Qian, Si-Jin (Peking U.) ; Qin, Xuelong (Peking U.) ; Sun, Xiaohu (Peking U.) ; Wang, Dayong (Peking U.) ; Yang, Heng (Peking U.) ; Zhao, Yuzhe (Peking U.) ; Zhou, Chen (Peking U.) ; Yang, Shuai (South China Normal U.) ; You, Zhengyun (SYSU, Guangzhou) ; Jaffel, Khawla ; Lu, Nan ; Bauer, Gerry (Nanjing Normal U.) ; Li, Bolin (Nanjing Normal U. ; Shanghai U. Sci. Tech.) ; Wang, Hui (Nanjing Normal U.) ; Yi, Kai (Nanjing Normal U. ; Iowa U.) ; Zhang, Jingqing (Nanjing Normal U.) ; Li, Yuji (Fudan U.) ; Lin, Zhen (Zhejiang U.) ; Lu, Chenfeng (Zhejiang U.) ; Xiao, Meng (Zhejiang U.) ; Avila, Carlos (Andes U., Bogota) ; Barbosa Trujillo, Diego Andres (Andes U., Bogota) ; Cabrera, Andrés (Andes U., Bogota) ; Florez, Carlos (Andes U., Bogota) ; Fraga, Jorge (Andes U., Bogota) ; Reyes Vega, Jose Antonio (Andes U., Bogota) ; Jaramillo, Johny (Antioquia U.) ; Rendón, César (Antioquia U.) ; Rodriguez, Manuel (Antioquia U.) ; Ruales Barbosa, Anderson Alexis (Antioquia U.) ; Ruiz Alvarez, José David (Antioquia U.) ; Giljanovic, Duje (Split Tech. U.) ; Godinovic, Nikola (Split Tech. U.) ; Lelas, Damir (Split Tech. U.) ; Sculac, Ana (Split Tech. U.) ; Kovac, Marko (Split U.) ; Petkovic, Andro (Split U.) ; Sculac, Toni (Split U.) ; Bargassa, Pedrame (Boskovic Inst., Zagreb) ; Brigljevic, Vuko (Boskovic Inst., Zagreb) ; Chitroda, Bhakti Kanulal (Boskovic Inst., Zagreb) ; Ferencek, Dinko (Boskovic Inst., Zagreb) ; Jakovcic, Kresimir (Boskovic Inst., Zagreb) ; Starodumov, Andrei (Boskovic Inst., Zagreb ; Unlisted) ; Susa, Tatjana (Boskovic Inst., Zagreb) ; Attikis, Alexandros (Cyprus U.) ; Christoforou, Konstantinos (Cyprus U.) ; Hadjiagapiou, Andreas (Cyprus U.) ; Leonidou, Christos (Cyprus U.) ; Mousa, Jehad (Cyprus U.) ; Nicolaou, Charalambos (Cyprus U.) ; Paizanos, Leonidas (Cyprus U.) ; Ptochos, Fotios (Cyprus U.) ; Razis, Panos A. (Cyprus U.) ; Rykaczewski, Hans (Cyprus U.) ; Saka, Halil (Cyprus U.) ; Stepennov, Anton (Cyprus U.) ; Finger, Miroslav (Charles U.) ; Finger, Michael, Jr. (Charles U.) ; Kveton, Antonin (Charles U.) ; Ayala, Edy (Quito, Escuela Politecnica Natl.) ; Carrera Jarrin, Edgar (San Francisco de Quito U.) ; Abdalla, Hassan (Cairo, Acad. Sci. Res. Tech. ; Cairo U.) ; Aly, Reham (Cairo, Acad. Sci. Res. Tech. ; Helwan U.) ; Assran, Yasser (Cairo, Acad. Sci. Res. Tech. ; Suez Canal U. ; British U. in Egypt) ; Muhammad, Muhammad Abdullah Abdulfattah (Fayoum U.) ; Mahmoud, Mohammed (Fayoum U.) ; Ehataht, Karl (NICPB, Tallinn) ; Kadastik, Mario (NICPB, Tallinn) ; Lange, Torben (NICPB, Tallinn) ; Nielsen, Christine (NICPB, Tallinn) ; Pata, Joosep (NICPB, Tallinn) ; Raidal, Martti (NICPB, Tallinn) ; Tani, Laurits (NICPB, Tallinn) ; Veelken, Christian (NICPB, Tallinn) ; Osterberg, Kenneth (Helsinki U.) ; Voutilainen, Mikko (Helsinki U.) ; Bin Norjoharuddeen, Nurfikri (Helsinki Inst. of Phys.) ; Brücken, Erik (Helsinki Inst. of Phys.) ; Garcia Fuentes, Francisco Ignacio (Helsinki Inst. of Phys.) ; Inkaew, Patin (Helsinki Inst. of Phys.) ; Kallonen, Kimmo Tuomas Samuli (Helsinki Inst. of Phys.) ; Lampén, Tapio (Helsinki Inst. of Phys.) ; Lassila-Perini, Kati (Helsinki Inst. of Phys.) ; Lehti, Sami (Helsinki Inst. of Phys.) ; Lindén, Tomas (Helsinki Inst. of Phys.) ; Myllymäki, Mikael (Helsinki Inst. of Phys.) ; Rantanen, Milla-maarit (Helsinki Inst. of Phys.) ; Tuominiemi, Jorma (Helsinki Inst. of Phys.) ; Kirschenmann, Henning (Lappeenranta U. Tech.) ; Luukka, Panja-Riina (Lappeenranta U. Tech.) ; Petrow, Henri (Lappeenranta U. Tech.) ; Besancon, Marc (IRFU, Saclay) ; Couderc, Fabrice (IRFU, Saclay) ; Dejardin, Marc (IRFU, Saclay) ; Denegri, Daniel (IRFU, Saclay) ; Faure, Jean-Louis (IRFU, Saclay) ; Ferri, Federico (IRFU, Saclay) ; Ganjour, Serguei (IRFU, Saclay) ; Gras, Philippe (IRFU, Saclay) ; Hamel de Monchenault, Gautier (IRFU, Saclay) ; Kumar, Mintu (IRFU, Saclay) ; Lohezic, Victor (IRFU, Saclay) ; Malcles, Julie (IRFU, Saclay) ; Orlandi, Francesco (IRFU, Saclay) ; Portales, Louis (IRFU, Saclay) ; Rosowsky, André (IRFU, Saclay) ; Sahin, Mehmet Özgür (IRFU, Saclay) ; Savoy-Navarro, Aurore (IRFU, Saclay ; Purdue U.) ; Simkina, Polina (IRFU, Saclay) ; Titov, Maksym (IRFU, Saclay) ; Tornago, Marta (IRFU, Saclay) ; Beaudette, Florian (Ecole Polytechnique) ; Boldrini, Giacomo (Ecole Polytechnique) ; Busson, Philippe (Ecole Polytechnique) ; Cappati, Alessandra (Ecole Polytechnique) ; Charlot, Claude (Ecole Polytechnique) ; Chiusi, Marco (Ecole Polytechnique) ; Cuisset, Th?o Damien (Ecole Polytechnique) ; Damas, Florian (Ecole Polytechnique) ; Davignon, Olivier (Ecole Polytechnique) ; De Wit, Adinda (Ecole Polytechnique) ; Ehle, Isaac Telford (Ecole Polytechnique) ; Fontana Santos Alves, Bruno Afonso (Ecole Polytechnique) ; Ghosh, Shamik (Ecole Polytechnique) ; Gilbert, Andrew (Ecole Polytechnique) ; Granier de Cassagnac, Raphael (Ecole Polytechnique) ; Harikrishnan, Bharadwaj (Ecole Polytechnique) ; Kalipoliti, Lida (Ecole Polytechnique) ; Liu, Geliang (Ecole Polytechnique) ; Manoni, Martina (Ecole Polytechnique) ; Nguyen, Matthew (Ecole Polytechnique) ; Obraztsov, Stepan (Ecole Polytechnique) ; Ochando, Christophe (Ecole Polytechnique) ; Salerno, Roberto (Ecole Polytechnique) ; Sauvan, Jean-Baptiste (Ecole Polytechnique) ; Sirois, Yves (Ecole Polytechnique) ; Sokmen, Gamze (Ecole Polytechnique) ; Urda Gómez, Lourdes (Ecole Polytechnique) ; Vernazza, Elena (Ecole Polytechnique) ; Zabi, Alexandre (Ecole Polytechnique) ; Zghiche, Amina (Ecole Polytechnique) ; Agram, Jean-Laurent (Strasbourg, IPHC ; Haute Alsace U.) ; Andrea, Jeremy (Strasbourg, IPHC) ; Bloch, Daniel (Strasbourg, IPHC) ; Brom, Jean-Marie (Strasbourg, IPHC) ; Chabert, Eric Christian (Strasbourg, IPHC) ; Collard, Caroline (Strasbourg, IPHC) ; Falke, Saskia (Strasbourg, IPHC) ; Goerlach, Ulrich (Strasbourg, IPHC) ; Haeberle, Raphael (Strasbourg, IPHC) ; Le Bihan, Anne-Catherine (Strasbourg, IPHC) ; Meena, Meena (Strasbourg, IPHC) ; Poncet, Oceane (Strasbourg, IPHC) ; Saha, Gourab (Strasbourg, IPHC) ; Sessini, Mario Antoine (Strasbourg, IPHC) ; Van Hove, Pierre (Strasbourg, IPHC) ; Vaucelle, Paul (Strasbourg, IPHC) ; Di Florio, Adriano (CC, Villeurbanne) ; Amram, David (IP2I, Lyon) ; Beauceron, Stephanie (IP2I, Lyon) ; Blancon, Benjamin (IP2I, Lyon) ; Boudoul, Gaelle (IP2I, Lyon) ; Chanon, Nicolas (IP2I, Lyon) ; Contardo, Didier (IP2I, Lyon) ; Depasse, Pierre (IP2I, Lyon) ; Dozen, Candan (IP2I, Lyon ; Istinye U., Istanbul) ; El Mamouni, Houmani (IP2I, Lyon) ; Fay, Jean (IP2I, Lyon) ; Gascon, Susan (IP2I, Lyon) ; Gouzevitch, Maxime (IP2I, Lyon) ; Greenberg, Christopher (IP2I, Lyon) ; Grenier, Gérald (IP2I, Lyon) ; Ille, Bernard (IP2I, Lyon) ; Jourd'huy, Elise (IP2I, Lyon) ; Laktineh, Imad Baptiste (IP2I, Lyon) ; Lethuillier, Morgan (IP2I, Lyon) ; Mirabito, Laurent (IP2I, Lyon) ; Perries, Stephane (IP2I, Lyon) ; Purohit, Arnab (IP2I, Lyon) ; Vander Donckt, Muriel (IP2I, Lyon) ; Verdier, Patrice (IP2I, Lyon) ; Xiao, Jie (IP2I, Lyon) ; Lomidze, Irakli (GTU, Tbilisi) ; Toriashvili, Tengizi (GTU, Tbilisi ; Tbilisi State U.) ; Tsamalaidze, Zviad (GTU, Tbilisi ; Unlisted) ; Botta, Valeria (Aachen, Tech. Hochsch.) ; Consuegra Rodríguez, Sandra (Aachen, Tech. Hochsch.) ; Feld, Lutz (Aachen, Tech. Hochsch.) ; Klein, Katja (Aachen, Tech. Hochsch.) ; Lipinski, Martin (Aachen, Tech. Hochsch.) ; Meuser, Danilo (Aachen, Tech. Hochsch.) ; Pauls, Alexander (Aachen, Tech. Hochsch.) ; Pérez Adán, Danyer (Aachen, Tech. Hochsch.) ; Röwert, Nicolas (Aachen, Tech. Hochsch.) ; Teroerde, Marius (Aachen, Tech. Hochsch.) ; Diekmann, Svenja (Aachen, Tech. Hochsch.) ; Dodonova, Alena (Aachen, Tech. Hochsch.) ; Eich, Niclas (Aachen, Tech. Hochsch.) ; Eliseev, Dmitry (Aachen, Tech. Hochsch.) ; Engelke, Frederic (Aachen, Tech. Hochsch.) ; Erdmann, Johannes (Aachen, Tech. Hochsch.) ; Erdmann, Martin (Aachen, Tech. Hochsch.) ; Fischer, Benjamin (Aachen, Tech. Hochsch.) ; Hebbeker, Thomas (Aachen, Tech. Hochsch.) ; Hoepfner, Kerstin (Aachen, Tech. Hochsch.) ; Ivone, Francesco (Aachen, Tech. Hochsch.) ; Jung, Alexander (Aachen, Tech. Hochsch.) ; Lee, Ming-yan (Aachen, Tech. Hochsch.) ; Mausolf, Florian (Aachen, Tech. Hochsch.) ; Merschmeyer, Markus (Aachen, Tech. Hochsch.) ; Meyer, Arnd (Aachen, Tech. Hochsch.) ; Nowotny, Fabian (Aachen, Tech. Hochsch.) ; Pozdnyakov, Andrey (Aachen, Tech. Hochsch.) ; Rath, Yannik (Aachen, Tech. Hochsch.) ; Redjeb, Wahid (Aachen, Tech. Hochsch.) ; Rehm, Florian (Aachen, Tech. Hochsch.) ; Reithler, Hans (Aachen, Tech. Hochsch.) ; Sarkisovi, Valentina (Aachen, Tech. Hochsch.) ; Schmidt, Alexander (Aachen, Tech. Hochsch.) ; Seth, Chinmay (Aachen, Tech. Hochsch.) ; Sharma, Archana (Aachen, Tech. Hochsch.) ; Spah, Jan Lukas (Aachen, Tech. Hochsch.) ; Torres Da Silva De Araujo, Felipe (Aachen, Tech. Hochsch.) ; Wiedenbeck, Sebastian (Aachen, Tech. Hochsch.) ; Zaleski, Shawn (Aachen, Tech. Hochsch.) ; Dziwok, Christian (Aachen, Tech. Hochsch.) ; Flügge, Günter (Aachen, Tech. Hochsch.) ; Kress, Thomas (Aachen, Tech. Hochsch.) ; Nowack, Andreas (Aachen, Tech. Hochsch.) ; Pooth, Oliver (Aachen, Tech. Hochsch.) ; Stahl, Achim (Aachen, Tech. Hochsch.) ; Ziemons, Tim (Aachen, Tech. Hochsch.) ; Zotz, Alexander (Aachen, Tech. Hochsch.) ; Aarup Petersen, Henriette (DESY) ; Aldaya Martin, Maria (DESY) ; Alimena, Juliette (DESY) ; Amoroso, Simone (DESY) ; An, Ying (DESY) ; Bach, Jorn (DESY) ; Baxter, Samuel (DESY) ; Bayatmakou, Maryam (DESY) ; Becerril Gonzalez, Hugo (DESY) ; Behnke, Olaf (DESY) ; Belvedere, Alberto (DESY) ; Blekman, Freya (DESY ; Hamburg U.) ; Borras, Kerstin (DESY ; Aachen, Tech. Hochsch.) ; Campbell, Alan (DESY) ; Cardini, Andrea (DESY) ; Colombina, Federica (DESY) ; De Silva, Malinda (DESY) ; Eckerlin, Guenter (DESY) ; Eckstein, Doris (DESY) ; Estevez Banos, Luis Ignacio (DESY) ; Gallo, Elisabetta (DESY ; Hamburg U.) ; Geiser, Achim (DESY) ; Guglielmi, Valentina (DESY) ; Guthoff, Moritz (DESY) ; Hinzmann, Andreas (DESY) ; Jeppe, Laurids (DESY) ; Kaech, Benno (DESY) ; Kasemann, Matthias (DESY) ; Kleinwort, Claus (DESY) ; Kogler, Roman (DESY) ; Komm, Matthias (DESY) ; Krücker, Dirk (DESY) ; Lange, Wolfgang (DESY) ; Leyva Pernia, Daina (DESY) ; Lipka, Katerina (DESY) ; Lohmann, Wolfgang (DESY ; Brandenburg Tech. U.) ; Lorkowski, Florian (DESY) ; Mankel, Rainer (DESY) ; Melzer-Pellmann, Isabell-Alissandra (DESY) ; Mendizabal Morentin, Mikel (DESY) ; Meyer, Andreas Bernhard (DESY) ; Milella, Gabriele (DESY) ; Moral Figueroa, Keila (DESY) ; Mussgiller, Andreas (DESY) ; Nair, Lakshmi Priya (DESY) ; Niedziela, Jeremi (DESY) ; Nürnberg, Andreas (DESY) ; Park, Jiwon (DESY) ; Ranken, Evan (DESY) ; Raspereza, Alexei (DESY) ; Rastorguev, Daniil (DESY) ; Rübenach, Jonas (DESY) ; Rygaard, Lovisa (DESY) ; Scham, Moritz (DESY ; IAS, Julich ; Aachen, Tech. Hochsch.) ; Schnake, Simon (DESY ; Aachen, Tech. Hochsch.) ; Schütze, Paul (DESY) ; Schwanenberger, Christian (DESY ; Hamburg U.) ; Selivanova, Daria (DESY) ; Sharko, Konstantin (DESY) ; Shchedrolosiev, Mykyta (DESY) ; Stafford, Dominic (DESY) ; Vazzoler, Federico (DESY) ; Ventura Barroso, Ana (DESY) ; Walsh, Roberval (DESY) ; Wang, Di (DESY) ; Wang, Qun (DESY) ; Wichmann, Katarzyna (DESY) ; Wiens, Lucas (DESY ; Aachen, Tech. Hochsch.) ; Wissing, Christoph (DESY) ; Yang, Yewon (DESY) ; Zakharov, Stepan (DESY) ; Zimermmane Castro Santos, André (DESY) ; Albrecht, Anna (Hamburg U.) ; Albrecht, Steffen (Hamburg U.) ; Antonello, Massimiliano (Hamburg U.) ; Bollweg, Sven (Hamburg U.) ; Bonanomi, Matteo (Hamburg U.) ; Connor, Patrick (Hamburg U.) ; El Morabit, Karim (Hamburg U.) ; Fischer, Yannick (Hamburg U.) ; Garutti, Erika (Hamburg U.) ; Grohsjean, Alexander (Hamburg U.) ; Haller, Johannes (Hamburg U.) ; Hundhausen, Daniel (Hamburg U.) ; Jabusch, Henrik Ronald (Hamburg U.) ; Kasieczka, Gregor (Hamburg U.) ; Keicher, Philip (Hamburg U.) ; Klanner, Robert (Hamburg U.) ; Korcari, William (Hamburg U.) ; Kramer, Tobias (Hamburg U.) ; Kuo, Chin-chia (Hamburg U.) ; Kutzner, Viktor (Hamburg U.) ; Labe, Finn (Hamburg U.) ; Lange, Johannes (Hamburg U.) ; Lobanov, Artur (Hamburg U.) ; Matthies, Christopher (Hamburg U.) ; Moureaux, Louis (Hamburg U.) ; Mrowietz, Malte (Hamburg U.) ; Nigamova, Aliya (Hamburg U.) ; Nissan, Yuval (Hamburg U.) ; Paasch, Alexander (Hamburg U.) ; Pena Rodriguez, Karla Josefina (Hamburg U.) ; Quadfasel, Tobias (Hamburg U.) ; Raciti, Bianca (Hamburg U.) ; Rieger, Marcel (Hamburg U.) ; Savoiu, Daniel (Hamburg U.) ; Schindler, Jörg (Hamburg U.) ; Schleper, Peter (Hamburg U.) ; Schröder, Matthias (Hamburg U.) ; Schwandt, Joern (Hamburg U.) ; Sommerhalder, Manuel (Hamburg U.) ; Stadie, Hartmut (Hamburg U.) ; Steinbrück, Georg (Hamburg U.) ; Tews, Alexandra (Hamburg U.) ; Wiederspan, Bogdan (Hamburg U.) ; Wolf, Moritz (Hamburg U.) ; Brommer, Sebastian (KIT, Karlsruhe, EKP) ; Butz, Erik (KIT, Karlsruhe, EKP) ; Chwalek, Thorsten (KIT, Karlsruhe, EKP) ; Dierlamm, Alexander (KIT, Karlsruhe, EKP) ; Dincer, Gizem Gul (KIT, Karlsruhe, EKP) ; Elicabuk, Umut (KIT, Karlsruhe, EKP) ; Faltermann, Nils (KIT, Karlsruhe, EKP) ; Giffels, Manuel (KIT, Karlsruhe, EKP) ; Gottmann, Artur (KIT, Karlsruhe, EKP) ; Hartmann, Frank (KIT, Karlsruhe, EKP ; CERN) ; Hofsaess, Robin (KIT, Karlsruhe, EKP) ; Horzela, Maximilian (KIT, Karlsruhe, EKP) ; Husemann, Ulrich (KIT, Karlsruhe, EKP) ; Kieseler, Jan (KIT, Karlsruhe, EKP) ; Klute, Markus (KIT, Karlsruhe, EKP) ; Lavoryk, Olha (KIT, Karlsruhe, EKP) ; Lawhorn, Jay Mathew (KIT, Karlsruhe, EKP) ; Link, Marco (KIT, Karlsruhe, EKP) ; Lintuluoto, Adelina (KIT, Karlsruhe, EKP) ; Maier, Stefan (KIT, Karlsruhe, EKP) ; Mormile, Michele (KIT, Karlsruhe, EKP) ; Müller, Thomas (KIT, Karlsruhe, EKP) ; Neukum, Max (KIT, Karlsruhe, EKP) ; Oh, Minseok (KIT, Karlsruhe, EKP) ; Pfeffer, Emanuel (KIT, Karlsruhe, EKP) ; Presilla, Matteo (KIT, Karlsruhe, EKP) ; Quast, Gunter (KIT, Karlsruhe, EKP) ; Rabbertz, Klaus (KIT, Karlsruhe, EKP) ; Regnery, Brendan (KIT, Karlsruhe, EKP) ; Schmieder, Ralf (KIT, Karlsruhe, EKP) ; Shadskiy, Nikita (KIT, Karlsruhe, EKP) ; Shvetsov, Ivan (KIT, Karlsruhe, EKP) ; Simonis, Hans-Jürgen (KIT, Karlsruhe, EKP) ; Sowa, Lars (KIT, Karlsruhe, EKP) ; Stockmeier, Lea (KIT, Karlsruhe, EKP) ; Tauqeer, Komal (KIT, Karlsruhe, EKP) ; Toms, Maria (KIT, Karlsruhe, EKP) ; Topko, Bogdan (KIT, Karlsruhe, EKP) ; Trevisani, Nicolò (KIT, Karlsruhe, EKP) ; Voigtländer, Tim (KIT, Karlsruhe, EKP) ; Von Cube, Ralf Florian (KIT, Karlsruhe, EKP) ; Von Den Driesch, Jost (KIT, Karlsruhe, EKP) ; Wassmer, Michael (KIT, Karlsruhe, EKP) ; Wieland, Sebastian (KIT, Karlsruhe, EKP) ; Wittig, Florian (KIT, Karlsruhe, EKP) ; Wolf, Roger (KIT, Karlsruhe, EKP) ; Zuo, Xunwu (KIT, Karlsruhe, EKP) ; Anagnostou, Georgios (Democritos Nucl. Res. Ctr.) ; Daskalakis, Georgios (Democritos Nucl. Res. Ctr.) ; Kyriakis, Aristotelis (Democritos Nucl. Res. Ctr.) ; Papadopoulos, Alkiviadis (Democritos Nucl. Res. Ctr. ; CERN) ; Stakia, Anna (Democritos Nucl. Res. Ctr.) ; Melachroinos, Georgios (Athens U.) ; Painesis, Zacharias (Athens U.) ; Paraskevas, Ioannis (Athens U.) ; Saoulidou, Niki (Athens U.) ; Theofilatos, Konstantinos (Athens U.) ; Tziaferi, Eirini (Athens U.) ; Vellidis, Konstantinos (Athens U.) ; Zisopoulos, Ilias (Athens U.) ; Bakas, Georgios (Natl. Tech. U., Athens) ; Chatzistavrou, Theodoros (Natl. Tech. U., Athens) ; Karapostoli, Georgia (Natl. Tech. U., Athens) ; Kousouris, Konstantinos (Natl. Tech. U., Athens) ; Papakrivopoulos, Ioannis (Natl. Tech. U., Athens) ; Siamarkou, Eirini (Natl. Tech. U., Athens) ; Tsipolitis, Georgios (Natl. Tech. U., Athens) ; Bestintzanos, Ioannis (Ioannina U.) ; Evangelou, Ioannis (Ioannina U.) ; Foudas, Costas (Ioannina U.) ; Kamtsikis, Christos (Ioannina U.) ; Katsoulis, Panagiotis (Ioannina U.) ; Kokkas, Panagiotis (Ioannina U.) ; Kosmoglou Kioseoglou, Polidamas Georgios (Ioannina U.) ; Manthos, Nikolaos (Ioannina U.) ; Papadopoulos, Ioannis (Ioannina U.) ; Strologas, John (Ioannina U.) ; Hajdu, Csaba (Budapest, RMKI) ; Horvath, Dezso (Budapest, RMKI ; Debrecen, Inst. Nucl. Res.) ; Márton, Krisztina (Budapest, RMKI) ; Rádl, Attila József (Budapest, RMKI ; Eotvos U.) ; Sikler, Ferenc (Budapest, RMKI) ; Veszpremi, Viktor (Budapest, RMKI) ; Csanad, Mate (Eotvos U.) ; Farkas, Krisztián (Eotvos U.) ; Fehérkuti, Anna (Eotvos U. ; Budapest, RMKI) ; Gadallah, Mahmod Moussa Abdelkhalek (Eotvos U.) ; Kadlecsik, Ármin (Eotvos U.) ; Major, Péter (Eotvos U.) ; Pasztor, Gabriella (Eotvos U.) ; Veres, Gabor Istvan (Eotvos U.) ; Ujvari, Balazs (U. Debrecen, Inst. Phys.) ; Zilizi, Gyula (U. Debrecen, Inst. Phys.) ; Bencze, Gyorgy (Debrecen, Inst. Nucl. Res.) ; Czellar, Sandor (Debrecen, Inst. Nucl. Res.) ; Molnar, Jozsef (Debrecen, Inst. Nucl. Res.) ; Szillasi, Zoltan (Debrecen, Inst. Nucl. Res.) ; Csorgo, Tamas Ferenc (EKU KRC, Gyongyos ; Budapest, RMKI) ; Nemes, Frigyes (EKU KRC, Gyongyos ; Budapest, RMKI) ; Novak, Tamas (EKU KRC, Gyongyos) ; Bansal, Sunil (Panjab U.) ; Beri, Suman Bala (Panjab U.) ; Bhatnagar, Vipin (Panjab U.) ; Chaudhary, Geetanjali (Panjab U.) ; Chauhan, Sushil (Panjab U.) ; Dhingra, Nitish (Panjab U.) ; Kaur, Amandeep (Panjab U.) ; Kaur, Anureet (Panjab U.) ; Kaur, Harjot (Panjab U.) ; Kaur, Manjit (Panjab U.) ; Kumar, Sunil (Panjab U.) ; Sheokand, Tanvi (Panjab U.) ; Singh, Jasbir (Panjab U.) ; Singla, Aayushi (Panjab U.) ; Bhardwaj, Ashutosh (Delhi U.) ; Chhetri, Arjun (Delhi U.) ; Choudhary, Brajesh C. (Delhi U.) ; Kumar, Ashok (Delhi U.) ; Kumar, Arun (Delhi U.) ; Naimuddin, Mohammad (Delhi U.) ; Ranjan, Kirti (Delhi U.) ; Saini, Mahesh Kumar (Delhi U.) ; Saumya, Saumya (Delhi U.) ; Mukherjee, Swagata (Indian Inst. Tech., Kanpur) ; Baradia, Sweta (Saha Inst.) ; Barman, Soumyadip (Saha Inst. ; Visva Bharati U.) ; Bhattacharya, Satyaki (Saha Inst.) ; Das Gupta, Suman (Saha Inst.) ; Dutta, Shubham (Saha Inst.) ; Dutta, Suchandra (Saha Inst.) ; Sarkar, Subir (Saha Inst.) ; Ameen, Mohammad Mobassir (Indian Inst. Tech., Madras) ; Behera, Prafulla Kumar (Indian Inst. Tech., Madras) ; Behera, Subash Chandra (Indian Inst. Tech., Madras) ; Chatterjee, Sayan (Indian Inst. Tech., Madras) ; Dash, Ganapati (Indian Inst. Tech., Madras) ; Jana, Pranati (Indian Inst. Tech., Madras) ; Kalbhor, Pritam (Indian Inst. Tech., Madras) ; Kamble, Samadhan (Indian Inst. Tech., Madras) ; Komaragiri, Jyothsna Rani (Indian Inst. Tech., Madras ; Bangalore, Indian Inst. Sci.) ; Kumar, Deepak (Indian Inst. Tech., Madras ; Bangalore, Indian Inst. Sci.) ; Mishra, Tribeni (Indian Inst. Tech., Madras) ; Parida, Bibhuti (Indian Inst. Tech., Madras) ; Pujahari, Prabhat Ranjan (Indian Inst. Tech., Madras) ; Saha, Nihar Ranjan (Indian Inst. Tech., Madras) ; Sikdar, Anup Kumar (Indian Inst. Tech., Madras) ; Singh, Rohit Kumar (Indian Inst. Tech., Madras) ; Verma, Pranjal (Indian Inst. Tech., Madras) ; Verma, Sadhana (Indian Inst. Tech., Madras) ; Vijay, Anusree (Indian Inst. Tech., Madras) ; Dugad, Shashikant (TIFR, Mumbai, DHEP) ; Mohanty, Gagan Bihari (TIFR, Mumbai, DHEP) ; Shelake, Mukund (TIFR, Mumbai, DHEP) ; Suryadevara, Pruthvi (TIFR, Mumbai, DHEP) ; Bala, Anirban (TIFR, Mumbai, DHEP) ; Banerjee, Sudeshna (TIFR, Mumbai, DHEP) ; Bhowmik, Sandeep (TIFR, Mumbai, DHEP) ; Chatterjee, Rajdeep Mohan (TIFR, Mumbai, DHEP) ; Guchait, Monoranjan (TIFR, Mumbai, DHEP) ; Jain, Shilpi (TIFR, Mumbai, DHEP) ; Jaiswal, Atul (TIFR, Mumbai, DHEP) ; Joshi, Bhargav Madhusudan (TIFR, Mumbai, DHEP) ; Kumar, Sanjeev (TIFR, Mumbai, DHEP) ; Majumder, Gobinda (TIFR, Mumbai, DHEP) ; Mazumdar, Kajari (TIFR, Mumbai, DHEP) ; Parolia, Shubhi (TIFR, Mumbai, DHEP) ; Thachayath, Aravind (TIFR, Mumbai, DHEP) ; Bahinipati, Seema (Bhubaneswar, NISER ; Indian Inst. Tech., Bhubaneswar) ; Kar, Chandiprasad (Bhubaneswar, NISER) ; Maity, Dipak (Bhubaneswar, NISER ; Bhubaneswar, Inst. Phys.) ; Mal, Prolay (Bhubaneswar, NISER) ; Naskar, Kousik (Bhubaneswar, NISER ; Bhubaneswar, Inst. Phys.) ; Nayak, Aruna (Bhubaneswar, NISER ; Bhubaneswar, Inst. Phys.) ; Nayak, Samarendra (Bhubaneswar, NISER) ; Pal, Kuldeep (Bhubaneswar, NISER) ; Sadangi, Priyanka (Bhubaneswar, NISER) ; Swain, Sanjay Kumar (Bhubaneswar, NISER) ; Varghese, Sanu (Bhubaneswar, NISER ; Bhubaneswar, Inst. Phys.) ; Vats, Diwakar (Bhubaneswar, NISER ; Bhubaneswar, Inst. Phys.) ; Acharya, Shriniketan (IISER, Pune) ; Alpana, Alpana (IISER, Pune) ; Dube, Sourabh (IISER, Pune) ; Gomber, Bhawna (IISER, Pune) ; Hazarika, Prachurjya (IISER, Pune) ; Kansal, Bhumika (IISER, Pune) ; Laha, Arnab (IISER, Pune) ; Sahu, Bisnupriya (IISER, Pune) ; Sharma, Seema (IISER, Pune) ; Vaish, Kumar Yash (IISER, Pune) ; Bakhshiansohi, Hamed (Isfahan Tech. U. ; DESY) ; Jafari, Abideh (Isfahan Tech. U.) ; Zeinali, Maryam (Isfahan Tech. U. ; Sharif U. of Tech.) ; Bashiri, Sima (IPM, Tehran) ; Chenarani, Shirin (IPM, Tehran ; USTM, Behshahr) ; Etesami, Seyed Mohsen (IPM, Tehran) ; Hosseini, Yasaman (IPM, Tehran) ; Khakzad, Mohsen (IPM, Tehran) ; Khazaie, Elham (IPM, Tehran) ; Mohammadi Najafabadi, Mojtaba (IPM, Tehran) ; Tizchang, Seddigheh (IPM, Tehran) ; Felcini, Marta (University Coll., Dublin) ; Grunewald, Martin (University Coll., Dublin) ; Abbrescia, Marcello (INFN, Bari) ; Colaleo, Anna (INFN, Bari) ; Creanza, Donato (Bari U.) ; D'Anzi, Brunella (INFN, Bari) ; De Filippis, Nicola (Bari U.) ; De Palma, Mauro (INFN, Bari) ; Elmetenawee, Walaa (INFN, Bari ; Helwan U.) ; Ferrara, Nicola (INFN, Bari) ; Fiore, Luigi ; Iaselli, Giuseppe (Bari U.) ; Longo, Luigi ; Louka, Magdy (INFN, Bari) ; Maggi, Giorgio (Bari U.) ; Maggi, Marcello ; Margjeka, Ilirjan ; Mastrapasqua, Vincenzo (INFN, Bari) ; My, Salvatore (INFN, Bari) ; Nuzzo, Salvatore (INFN, Bari) ; Pellecchia, Antonello (INFN, Bari) ; Pompili, Alexis (INFN, Bari) ; Pugliese, Gabriella (Bari U.) ; Radogna, Raffaella (INFN, Bari) ; Ramos, Dayron ; Ranieri, Antonio ; Silvestris, Lucia ; Simone, Federica Maria (Bari U.) ; Sözbilir, Ümit ; Stamerra, Anna (INFN, Bari) ; Troiano, Donato (INFN, Bari) ; Venditti, Rosamaria (INFN, Bari) ; Verwilligen, Piet ; Zaza, Angela (INFN, Bari) ; Abbiendi, Giovanni ; Battilana, Carlo (INFN, Bologna) ; Bonacorsi, Daniele (INFN, Bologna) ; Capiluppi, Paolo (INFN, Bologna) ; Castro, Andrea (INFN, Bologna) ; Cavallo, Francesca Romana ; Cuffiani, Marco (INFN, Bologna) ; Dallavalle, Gaetano-Marco ; Diotalevi, Tommaso (INFN, Bologna) ; Fabbri, Fabrizio ; Fanfani, Alessandra (INFN, Bologna) ; Fasanella, Daniele ; Giacomelli, Paolo ; Giommi, Luca (INFN, Bologna) ; Grandi, Claudio ; Guiducci, Luigi (INFN, Bologna) ; Lo Meo, Sergio ; Lorusso, Marco (INFN, Bologna) ; Lunerti, Leonardo ; Marcellini, Stefano ; Masetti, Gianni ; Navarria, Francesco (INFN, Bologna) ; Paggi, Giulia (INFN, Bologna) ; Perrotta, Andrea ; Primavera, Federica (INFN, Bologna) ; Rossi, Antonio (INFN, Bologna) ; Rossi Tisbeni, Simone (INFN, Bologna) ; Rovelli, Tiziano (INFN, Bologna) ; Siroli, Gian Piero (INFN, Bologna) ; Costa, Salvatore (INFN, Catania) ; Di Mattia, Alessandro ; Lapertosa, Alessandro ; Potenza, Renato (INFN, Catania) ; Tricomi, Alessia (INFN, Catania) ; Assiouras, Panagiotis ; Barbagli, Giuseppe ; Bardelli, Giulio (INFN, Florence) ; Camaiani, Benedetta (INFN, Florence) ; Cassese, Antonio ; Ceccarelli, Rudy ; Ciulli, Vitaliano (INFN, Florence) ; Civinini, Carlo ; D'Alessandro, Raffaello (INFN, Florence) ; Focardi, Ettore (INFN, Florence) ; Kello, Tomas ; Latino, Giuseppe (INFN, Florence) ; Lenzi, Piergiulio (INFN, Florence) ; Lizzo, Mattia ; Meschini, Marco ; Paoletti, Simone ; Papanastassiou, Alkis (INFN, Florence) ; Sguazzoni, Giacomo ; Viliani, Lorenzo ; Benussi, Luigi (Frascati) ; Bianco, Stefano (Frascati) ; Meola, Sabino (Frascati ; Guglielmo Marconi U.) ; Piccolo, Davide (Frascati) ; Alves Gallo Pereira, Miguel ; Ferro, Fabrizio ; Robutti, Enrico ; Tosi, Silvano (INFN, Genoa) ; Benaglia, Andrea ; Brivio, Francesco ; Cetorelli, Flavia (INFN, Milan Bicocca) ; De Guio, Federico (INFN, Milan Bicocca) ; Dinardo, Mauro Emanuele (INFN, Milan Bicocca) ; Dini, Paolo ; Gennai, Simone ; Gerosa, Raffaele (INFN, Milan Bicocca) ; Ghezzi, Alessio (INFN, Milan Bicocca) ; Govoni, Pietro (INFN, Milan Bicocca) ; Guzzi, Luca ; Lavizzari, Giulia (INFN, Milan Bicocca) ; Lucchini, Marco Toliman (INFN, Milan Bicocca) ; Malberti, Martina ; Malvezzi, Sandra ; Massironi, Andrea ; Menasce, Dario ; Moroni, Luigi ; Paganoni, Marco (INFN, Milan Bicocca) ; Palluotto, Simona (INFN, Milan Bicocca) ; Pedrini, Daniele ; Perego, Aurora (INFN, Milan Bicocca) ; Pinolini, Bianca Sofia ; Pizzati, Giorgio (INFN, Milan Bicocca) ; Ragazzi, Stefano (INFN, Milan Bicocca) ; Tabarelli de Fatis, Tommaso (INFN, Milan Bicocca) ; Buontempo, Salvatore ; Cagnotta, Antimo (INFN, Naples) ; Carnevali, Francesco (INFN, Naples) ; Cavallo, Nicola (Naples U.) ; Fabozzi, Francesco (Naples U.) ; Iorio, Alberto Orso Maria (INFN, Naples) ; Lista, Luca (INFN, Naples) ; Paolucci, Pierluigi (CERN) ; Rossi, Biagio ; Ardino, Rocco ; Azzi, Patrizia ; Bacchetta, Nicola (Fermilab) ; Bisello, Dario (INFN, Padua) ; Bortignon, Pierluigi ; Bortolato, Gabriele (INFN, Padua) ; Bulla, Andrea Claudio Maria ; Carlin, Roberto (INFN, Padua) ; Checchia, Paolo ; Dorigo, Tommaso ; Fantinel, Sergio ; Gasparini, Fabrizio (INFN, Padua) ; Gasparini, Ugo (INFN, Padua) ; Giorgetti, Sabrina ; Lusiani, Enrico ; Margoni, Martino (INFN, Padua) ; Meneguzzo, Anna Teresa (INFN, Padua) ; Migliorini, Matteo (INFN, Padua) ; Pazzini, Jacopo (INFN, Padua) ; Ronchese, Paolo (INFN, Padua) ; Rossin, Roberto (INFN, Padua) ; Simonetto, Franco (INFN, Padua) ; Tosi, Mia (INFN, Padua) ; Triossi, Andrea (INFN, Padua) ; Ventura, Sandro ; Zanetti, Marco (INFN, Padua) ; Zotto, Pierluigi (INFN, Padua) ; Zucchetta, Alberto (INFN, Padua) ; Braghieri, Alessandro ; Calzaferri, Simone ; Fiorina, Davide ; Montagna, Paolo (INFN, Pavia) ; Re, Valerio ; Riccardi, Cristina (INFN, Pavia) ; Salvini, Paola ; Vai, Ilaria (INFN, Pavia) ; Vitulo, Paolo (INFN, Pavia) ; Ajmal, Sehar (INFN, Perugia) ; Ascioti, Maria Elena (INFN, Perugia) ; Bilei, Gian Mario ; Carrivale, Costanza (INFN, Perugia) ; Ciangottini, Diego (INFN, Perugia) ; Fanò, Livio (INFN, Perugia) ; Mariani, Valentina (INFN, Perugia) ; Menichelli, Mauro ; Moscatelli, Francesco ; Rossi, Alessandro (INFN, Perugia) ; Santocchia, Attilio (INFN, Perugia) ; Spiga, Daniele ; Tedeschi, Tommaso (INFN, Perugia) ; Aimè, Chiara ; Alexe, Cristina Andreea (Pisa U.) ; Asenov, Patrick (INFN, Pisa) ; Azzurri, Paolo ; Bagliesi, Giuseppe ; Bhattacharya, Rajarshi ; Bianchini, Lorenzo (INFN, Pisa) ; Boccali, Tommaso ; Bossini, Edoardo ; Bruschini, Davide (Pisa U.) ; Castaldi, Rino ; Ciocci, Maria Agnese (INFN, Pisa) ; Cipriani, Marco (INFN, Pisa) ; D'Amante, Valeria (Pisa, Scuola Normale Superiore) ; Dell'Orso, Roberto ; Donato, Silvio (INFN, Pisa) ; Giassi, Alessandro ; Ligabue, Franco (Pisa U.) ; Marini, Andrea Carlo (INFN, Pisa) ; Matos Figueiredo, Diego ; Messineo, Alberto (INFN, Pisa) ; Mishra, Saswat ; Muraleedharan Nair Bindhu, Vinaya Krishnan (INFN, Pisa ; Bhubaneswar, Inst. Phys.) ; Musich, Marco (INFN, Pisa) ; Nandan, Saswati ; Palla, Fabrizio ; Rizzi, Andrea (INFN, Pisa) ; Rolandi, Gigi (Pisa U.) ; Roy Chowdhury, Suvankar ; Sarkar, Tanmay ; Scribano, Angelo ; Spagnolo, Paolo ; Tenchini, Francesco (INFN, Pisa) ; Tenchini, Roberto ; Tonelli, Guido (INFN, Pisa) ; Turini, Nicola (Pisa, Scuola Normale Superiore) ; Vaselli, Francesco (Pisa U.) ; Venturi, Andrea ; Verdini, Piero Giorgio ; Barria, Patrizia ; Basile, Chiara (INFN, Rome) ; Cavallari, Francesca ; Cunqueiro Mendez, Leticia (INFN, Rome) ; Del Re, Daniele (INFN, Rome) ; Di Marco, Emanuele (INFN, Rome) ; Diemoz, Marcella ; Errico, Filippo (INFN, Rome) ; Gargiulo, Ruben (INFN, Rome) ; Longo, Egidio (INFN, Rome) ; Martikainen, Laura (INFN, Rome) ; Mijuskovic, Jelena (INFN, Rome) ; Organtini, Giovanni (INFN, Rome) ; Pandolfi, Francesco ; Paramatti, Riccardo (INFN, Rome) ; Quaranta, Claudio (INFN, Rome) ; Rahatlou, Shahram (INFN, Rome) ; Rovelli, Chiara ; Santanastasio, Francesco (INFN, Rome) ; Soffi, Livia ; Vladimirov, Vangelis (INFN, Rome) ; Amapane, Nicola (INFN, Turin) ; Arcidiacono, Roberta (Turin U.) ; Argiro, Stefano (INFN, Turin) ; Arneodo, Michele (Turin U.) ; Bartosik, Nazar ; Bellan, Riccardo (INFN, Turin) ; Biino, Cristina ; Borca, Cecilia (INFN, Turin) ; Cartiglia, Nicolo ; Costa, Marco (INFN, Turin) ; Covarelli, Roberto (INFN, Turin) ; Demaria, Natale ; Finco, Linda ; Grippo, Michael (INFN, Turin) ; Kiani, Bilal (INFN, Turin) ; Legger, Federica ; Luongo, Fabio (INFN, Turin) ; Mariotti, Chiara ; Markovic, Lazar (INFN, Turin) ; Maselli, Silvia ; Mecca, Alberto (INFN, Turin) ; Menzio, Luca (INFN, Turin) ; Meridiani, Paolo ; Migliore, Ernesto (INFN, Turin) ; Monteno, Marco ; Mulargia, Roberto ; Obertino, Maria Margherita (INFN, Turin) ; Ortona, Giacomo ; Pacher, Luca (INFN, Turin) ; Pastrone, Nadia ; Pelliccioni, Mario ; Ruspa, Marta (Turin U.) ; Siviero, Federico (INFN, Turin) ; Sola, Valentina (INFN, Turin) ; Solano, Ada (INFN, Turin) ; Staiano, Amedeo ; Tarricone, Cristiano (INFN, Turin) ; Trocino, Daniele ; Umoret, Giulio (INFN, Turin) ; White, Robert (INFN, Turin) ; Babbar, Jyoti (INFN, Trieste) ; Belforte, Stefano ; Candelise, Vieri (INFN, Trieste) ; Casarsa, Massimo ; Cossutti, Fabio ; De Leo, Ksenia ; Della Ricca, Giuseppe (INFN, Trieste) ; Dogra, Sunil (CHEP, Taegu) ; Hong, Jieun (CHEP, Taegu) ; Kim, Jiwoong (CHEP, Taegu) ; Lee, Dongyub (CHEP, Taegu) ; Lee, Hakseong (CHEP, Taegu) ; Lee, Seh Wook (CHEP, Taegu) ; Moon, Chang-Seong (CHEP, Taegu) ; Oh, Young Do (CHEP, Taegu) ; Ryu, Min Sang (CHEP, Taegu) ; Sekmen, Sezen (CHEP, Taegu) ; Tae, Bongho (CHEP, Taegu) ; Yang, Yu Chul (CHEP, Taegu) ; Kim, Min Suk (Gangneung-Wonju Natl. U.) ; Bak, Gyeonghwan (Chonnam Natl. U.) ; Gwak, Piljun (Chonnam Natl. U.) ; Kim, Hyunchul (Chonnam Natl. U.) ; Moon, Dong Ho (Chonnam Natl. U.) ; Asilar, Ece (Hanyang U.) ; Choi, Jieun (Hanyang U. ; IP2I, Lyon) ; Kim, Donghyun (Hanyang U.) ; Kim, Tae Jeong (Hanyang U.) ; Merlin, Jeremie Alexandre (Hanyang U.) ; Ryou, Yeonsu (Hanyang U.) ; Choi, Suyong (Korea U.) ; Han, Seyoung (Korea U.) ; Hong, Byung-Sik (Korea U.) ; Lee, Kisoo (Korea U.) ; Lee, Kyong Sei (Korea U.) ; Lee, Soohwan (Korea U.) ; Yoo, Jaehyeok (Korea U.) ; Goh, Junghwan (Kyung Hee U.) ; Yang, Seungjin (Kyung Hee U.) ; Kang, Yechan (Sejong U.) ; Kim, Hyunsoo (Sejong U.) ; Kim, Yongsun (Sejong U.) ; Lee, Seungjun (Sejong U.) ; Almond, John (Seoul Natl. U.) ; Bhyun, Ji Hwan (Seoul Natl. U.) ; Choi, Junho (Seoul Natl. U.) ; Choi, Jin (Seoul Natl. U.) ; Jun, Won (Seoul Natl. U.) ; Kim, Junho (Seoul Natl. U.) ; Kim, Young Wan (Seoul Natl. U.) ; Ko, Sanghyun (Seoul Natl. U.) ; Lee, Haneol (Seoul Natl. U.) ; Lee, Joonbin (Seoul Natl. U.) ; Lee, Jeongeun (Seoul Natl. U.) ; Oh, Byung Hun (Seoul Natl. U.) ; Oh, Sung Bin (Seoul Natl. U.) ; Seo, Hyonsan (Seoul Natl. U.) ; Yang, Unki (Seoul Natl. U.) ; Yoon, Inseok (Seoul Natl. U.) ; Jang, Woojin (Seoul U.) ; Kang, Da Young (Seoul U.) ; Kim, Seulgi (Seoul U.) ; Ko, Byeonghak (Seoul U.) ; Lee, Jason Sang Hun (Seoul U.) ; Lee, Yunjae (Seoul U.) ; Park, Inkyu (Seoul U.) ; Roh, Youn (Seoul U.) ; Watson, Ian (Seoul U.) ; Ha, Seungkyu (Yonsei U.) ; Hwang, Kyuyeong (Yonsei U.) ; Kim, Bobae (Yonsei U.) ; Lee, Kyeongpil (Yonsei U.) ; Yoo, Hwi Dong (Yonsei U.) ; Choi, Minuk (Sungkyunkwan U.) ; Kim, Mi Ran (Sungkyunkwan U.) ; Lee, Heewon (Sungkyunkwan U.) ; Lee, Younghoon (Sungkyunkwan U.) ; Yu, Intae (Sungkyunkwan U.) ; Beyrouthy, Taha (AUM, Kuwait) ; Gharbia, Yousef (AUM, Kuwait) ; Alazemi, Fawaz (Kuwait U.) ; Dreimanis, Karlis (Riga Tech. U.) ; Gaile, Antra (Riga Tech. U.) ; Munoz Diaz, Conrado (Riga Tech. U.) ; Osite, Dace (Riga Tech. U.) ; Pikurs, Guntis (Riga Tech. U.) ; Potrebko, Andris (Riga Tech. U.) ; Seidel, Markus (Riga Tech. U.) ; Sidiropoulos Kontos, Dimitrios (Riga Tech. U.) ; Strautnieks, Normunds Ralfs ; Ambrozas, Marijus (Vilnius U.) ; Juodagalvis, Andrius (Vilnius U.) ; Rinkevicius, Aurelijus (Vilnius U.) ; Tamulaitis, Gintautas (Vilnius U.) ; Yusuff, Imran (Malaya U.) ; Zolkapli, Zukhaimira (Malaya U.) ; Benitez, Jose F. (Sonora U.) ; Castaneda Hernandez, Alfredo (Sonora U.) ; Encinas Acosta, Hedwin Aaron (Sonora U.) ; Gallegos Maríñez, Luis Gabriel (Sonora U.) ; León Coello, Moisés (Sonora U.) ; Murillo Quijada, Javier Alberto (Sonora U.) ; Sehrawat, Ashish (Sonora U.) ; Valencia Palomo, Lizardo (Sonora U.) ; Ayala, Gabriel (CINVESTAV, IPN) ; Castilla-Valdez, Heriberto (CINVESTAV, IPN) ; Crotte Ledesma, Horacio (CINVESTAV, IPN) ; De La Cruz-Burelo, Eduard (CINVESTAV, IPN) ; Heredia-De La Cruz, Ivan (CINVESTAV, IPN ; Conacyt, Mexico) ; Lopez-Fernandez, Ricardo (CINVESTAV, IPN) ; Mejia Guisao, Jhovanny (CINVESTAV, IPN) ; Sánchez Hernández, Alberto (CINVESTAV, IPN) ; Oropeza Barrera, Cristina (Iberoamericana U.) ; Ramirez Guadarrama, Dalia Lucero (Iberoamericana U.) ; Ramírez García, Mateo (Iberoamericana U.) ; Bautista, Irais (Puebla U., Inst. Fis.) ; Neri Huerta, Fernando Enrique (Puebla U., Inst. Fis.) ; Pedraza, Isabel (Puebla U., Inst. Fis.) ; Salazar Ibarguen, Humberto Antonio (Puebla U., Inst. Fis.) ; Uribe Estrada, Cecilia (Puebla U., Inst. Fis.) ; Bubanja, Itana (Montenegro U.) ; Raicevic, Natasa (Montenegro U.) ; Butler, Philip H. (Canterbury U.) ; Ahmad, Ashfaq (Quaid-i-Azam U.) ; Asghar, Muhammad Irfan (Quaid-i-Azam U.) ; Awais, Ali (Quaid-i-Azam U.) ; Awan, Muhammad Imran Malik (Quaid-i-Azam U.) ; Hoorani, Hafeez R. (Quaid-i-Azam U.) ; Khan, Wajid Ali (Quaid-i-Azam U.) ; Avati, Valentina (AGH UST, Cracow) ; Bellora, Andrea (AGH UST, Cracow) ; Forthomme, Laurent (AGH UST, Cracow) ; Grzanka, Leszek (AGH UST, Cracow) ; Malawski, Maciej (AGH UST, Cracow) ; Piotrzkowski, Krzysztof (AGH UST, Cracow) ; Bialkowska, Helena (NCBJ, Swierk) ; Bluj, Michal (NCBJ, Swierk) ; Górski, Maciej (NCBJ, Swierk) ; Kazana, Malgorzata (NCBJ, Swierk) ; Szleper, Michal (NCBJ, Swierk) ; Zalewski, Piotr (NCBJ, Swierk) ; Bunkowski, Karol (Warsaw U.) ; Doroba, Krzysztof (Warsaw U.) ; Kalinowski, Artur (Warsaw U.) ; Konecki, Marcin (Warsaw U.) ; Krolikowski, Jan (Warsaw U.) ; Alibordi, Muhammad (Warsaw U.) ; Fokow, Piotr (Warsaw U. of Tech.) ; Pozniak, Krzysztof (Warsaw U. of Tech.) ; Zabolotny, Wojciech (Warsaw U. of Tech.) ; Araujo, Mariana (LIP, Lisbon) ; Bastos, Diogo (LIP, Lisbon) ; Beirão Da Cruz E Silva, Cristóvão (LIP, Lisbon) ; Boletti, Alessio (LIP, Lisbon) ; Bozzo, Marco (LIP, Lisbon) ; Camporesi, Tiziano (LIP, Lisbon) ; Da Molin, Giacomo (LIP, Lisbon) ; Faccioli, Pietro (LIP, Lisbon) ; Gallinaro, Michele (LIP, Lisbon) ; Hollar, Jonathan (LIP, Lisbon) ; Leonardo, Nuno (LIP, Lisbon) ; Battista Marozzo, Giovanni (LIP, Lisbon) ; Petrilli, Achille (LIP, Lisbon) ; Pisano, Matteo (LIP, Lisbon) ; Seixas, Joao (LIP, Lisbon) ; Varela, Joao (LIP, Lisbon) ; Wulff, Johan Wilfried (LIP, Lisbon) ; Adzic, Petar (Belgrade U.) ; Milenovic, Predrag (Belgrade U.) ; Devetak, Damir (VINCA Inst. Nucl. Sci., Belgrade) ; Dordevic, Milos (VINCA Inst. Nucl. Sci., Belgrade) ; Milosevic, Jovan (VINCA Inst. Nucl. Sci., Belgrade) ; Nadderd, Laslo (VINCA Inst. Nucl. Sci., Belgrade) ; Rekovic, Vladimir (VINCA Inst. Nucl. Sci., Belgrade) ; Stojanovic, Milan (VINCA Inst. Nucl. Sci., Belgrade) ; Alcaraz Maestre, Juan (Madrid, CIEMAT) ; Fernandez Bedoya, Cristina (Madrid, CIEMAT) ; Brochero Cifuentes, Javier Andres (Madrid, CIEMAT) ; Manzanilla, Oliver (Madrid, CIEMAT) ; Cepeda, Maria (Madrid, CIEMAT) ; Cerrada, Marcos (Madrid, CIEMAT) ; Colino, Nicanor (Madrid, CIEMAT) ; De La Cruz, Begona (Madrid, CIEMAT) ; Delgado Peris, Antonio (Madrid, CIEMAT) ; Escalante Del Valle, Alberto (Madrid, CIEMAT) ; Fernández Del Val, Diego (Madrid, CIEMAT) ; Fernández Ramos, Juan Pablo (Madrid, CIEMAT) ; Flix, Jose (Madrid, CIEMAT) ; Fouz, Maria Cruz (Madrid, CIEMAT) ; Gonzalez Lopez, Oscar (Madrid, CIEMAT) ; Goy Lopez, Silvia (Madrid, CIEMAT) ; Hernandez, Jose M. (Madrid, CIEMAT) ; Josa, Maria Isabel (Madrid, CIEMAT) ; Llorente Merino, Javier (Madrid, CIEMAT) ; Martin Perez, Cristina (Madrid, CIEMAT) ; Martin Viscasillas, Elvira (Madrid, CIEMAT) ; Moran, Dermot (Madrid, CIEMAT) ; Morcillo Perez, Cecilia Maria (Madrid, CIEMAT) ; Navarro Tobar, Álvaro (Madrid, CIEMAT) ; Perez Dengra, Carlos (Madrid, CIEMAT) ; Pérez-Calero Yzquierdo, Antonio María (Madrid, CIEMAT) ; Puerta Pelayo, Jesus (Madrid, CIEMAT) ; Redondo, Ignacio (Madrid, CIEMAT) ; Sastre, Javier (Madrid, CIEMAT) ; Vazquez Escobar, Julia (Madrid, CIEMAT) ; de Trocóniz, Jorge F. (Madrid, Autonoma U.) ; Alvarez Gonzalez, Barbara (Oviedo U.) ; Cuevas, Javier (Oviedo U.) ; Fernandez Menendez, Javier (Oviedo U.) ; Folgueras, Santiago (Oviedo U.) ; Gonzalez Caballero, Isidro (Oviedo U.) ; Leguina, Pelayo (Oviedo U.) ; Palencia Cortezon, Enrique (Oviedo U.) ; Prado Pico, Javier (Oviedo U.) ; Rodríguez Bouza, Víctor (Oviedo U.) ; Soto Rodríguez, Alejandro (Oviedo U.) ; Trapote, Andrea (Oviedo U.) ; Vico Villalba, Carlos (Oviedo U.) ; Vischia, Pietro (Oviedo U.) ; Blanco Fernández, Sergio (Cantabria Inst. of Phys.) ; Cabrillo, Iban Jose (Cantabria Inst. of Phys.) ; Calderon, Alicia (Cantabria Inst. of Phys.) ; Duarte Campderros, Jordi (Cantabria Inst. of Phys.) ; Fernandez, Marcos (Cantabria Inst. of Phys.) ; Gomez, Gervasio (Cantabria Inst. of Phys.) ; Lasaosa García, Clara (Cantabria Inst. of Phys.) ; Lopez Ruiz, Ruben (Cantabria Inst. of Phys.) ; Martinez Rivero, Celso (Cantabria Inst. of Phys.) ; Martinez Ruiz del Arbol, Pablo (Cantabria Inst. of Phys.) ; Matorras, Francisco (Cantabria Inst. of Phys.) ; Matorras Cuevas, Pablo (Cantabria Inst. of Phys.) ; Navarrete Ramos, Efren (Cantabria Inst. of Phys.) ; Piedra Gomez, Jonatan (Cantabria Inst. of Phys.) ; Scodellaro, Luca (Cantabria Inst. of Phys.) ; Vila, Ivan (Cantabria Inst. of Phys.) ; Vizan Garcia, Jesus Manuel (Cantabria Inst. of Phys.) ; Kailasapathy, Balashangar (Colombo U.) ; Dhammage, Deshitha Chamikara Wickramarathna (Colombo U.) ; Dharmaratna, Welathantri G.D. (Ruhuna U.) ; Liyanage, Kalpanie (Ruhuna U.) ; Perera, Nimantha (Ruhuna U.) ; Abbaneo, Duccio (CERN) ; Amendola, Chiara (CERN) ; Auffray, Etiennette (CERN) ; Baechler, Joachim (CERN) ; Barney, David (CERN) ; Bermúdez Martínez, Armando (CERN) ; Bianco, Michele (CERN) ; Bin Anuar, Afiq Aizuddin (CERN) ; Bocci, Andrea (CERN) ; Borgonovi, Lisa (CERN) ; Botta, Cristina (CERN) ; Bragagnolo, Alberto (CERN) ; Brondolin, Erica (CERN) ; Brown, Christopher Edward (CERN) ; Caillol, Cécile (CERN) ; Cerminara, Gianluca (CERN) ; Chernyavskaya, Nadezda (CERN) ; D'Enterria, David (CERN) ; Dabrowski, Anne (CERN) ; David Tinoco Mendes, Andre (CERN) ; De Roeck, Albert (CERN) ; Defranchis, Matteo Maria (CERN) ; Deile, Mario (CERN) ; Dobson, Marc (CERN) ; Franzoni, Giovanni (CERN) ; Funk, Wolfgang (CERN) ; Giani, Simone (CERN) ; Gigi, Dominique (CERN) ; Gill, Karl (CERN) ; Glege, Frank (CERN) ; Glowacki, Maciej (CERN) ; Hegeman, Jeroen (CERN) ; Heikkilä, Jaana Kristiina (CERN) ; Huber, Benjamin (CERN) ; Innocente, Vincenzo (CERN) ; James, Thomas (CERN) ; Janot, Patrick (CERN) ; Kaluzinska, Oliwia (CERN) ; Karacheban, Olena (CERN ; Brandenburg Tech. U.) ; Karathanasis, George (CERN) ; Laurila, Santeri (CERN) ; Lecoq, Paul (CERN) ; Leutgeb, Elias (CERN) ; Lourenco, Carlos (CERN) ; Magherini, Matteo (CERN) ; Malgeri, Luca (CERN) ; Mannelli, Marcello (CERN) ; Matthewman, Mark (CERN) ; Mehta, Ankita (CERN) ; Meijers, Frans (CERN) ; Mersi, Stefano (CERN) ; Meschi, Emilio (CERN) ; Milosevic, Vukasin (CERN) ; Monti, Fabio (CERN) ; Moortgat, Filip (CERN) ; Mulders, Martijn (CERN) ; Neutelings, Izaak (CERN) ; Orfanelli, Styliani (CERN) ; Pantaleo, Felice (CERN) ; Petrucciani, Giovanni (CERN) ; Pfeiffer, Andreas (CERN) ; Pierini, Maurizio (CERN) ; Pitt, Michael (CERN) ; Qu, Huilin (CERN) ; Rabady, Dinyar (CERN) ; Ribeiro Lopes, Beatriz (CERN) ; Riti, Federica (CERN) ; Rovere, Marco (CERN) ; Sakulin, Hannes (CERN) ; Salvatico, Riccardo (CERN) ; Sanchez Cruz, Sergio (CERN) ; Scarfi, Simone (CERN) ; Schwick, Christoph (CERN) ; Selvaggi, Michele (CERN) ; Sharma, Archana (CERN) ; Shchelina, Ksenia (CERN) ; Silva, Pedro (CERN) ; Sphicas, Paraskevas (CERN ; Athens U.) ; Stahl Leiton, Andre Govinda (CERN) ; Steen, Arnaud (CERN) ; Summers, Sioni (CERN) ; Treille, Daniel (CERN) ; Tropea, Paola (CERN) ; Walter, David (CERN) ; Wanczyk, Joanna (CERN) ; Wang, Jing (CERN) ; Wuchterl, Sebastian (CERN) ; Zehetner, Philipp (CERN) ; Zejdl, Petr (CERN) ; Zeuner, Wolfram Dietrich (CERN) ; Bevilacqua, Tiziano (PSI, Villigen ; Zurich U.) ; Caminada, Lea (PSI, Villigen ; Zurich U.) ; Ebrahimi, Aliakbar (PSI, Villigen) ; Erdmann, Wolfram (PSI, Villigen) ; Horisberger, Roland (PSI, Villigen) ; Ingram, Quentin (PSI, Villigen) ; Kaestli, Hans-Christian (PSI, Villigen) ; Kotlinski, Danek (PSI, Villigen) ; Lange, Clemens (PSI, Villigen) ; Missiroli, Marino (PSI, Villigen ; Zurich U.) ; Noehte, Lars (PSI, Villigen ; Zurich U.) ; Rohe, Tilman (PSI, Villigen) ; Samalan, Amrutha (PSI, Villigen) ; Aarrestad, Thea Klaeboe (Zurich, ETH) ; Backhaus, Malte (Zurich, ETH) ; Bonomelli, Giorgia (Zurich, ETH) ; Cazzaniga, Cesare (Zurich, ETH) ; Datta, Kaustuv (Zurich, ETH) ; De Bryas Dexmiers D'archiac, Paul (Zurich, ETH) ; De Cosa, Annapaola (Zurich, ETH) ; Dissertori, Günther (Zurich, ETH) ; Dittmar, Michael (Zurich, ETH) ; Donegà, Mauro (Zurich, ETH) ; Eble, Florian (Zurich, ETH) ; Galli, Massimiliano (Zurich, ETH) ; Gedia, Krunal (Zurich, ETH) ; Glessgen, Franz (Zurich, ETH) ; Grab, Christoph (Zurich, ETH) ; Härringer, Nico (Zurich, ETH) ; Harte, Thierry Guillaume (Zurich, ETH) ; Hits, Dmitry (Zurich, ETH) ; Lustermann, Werner (Zurich, ETH) ; Lyon, Anne-mazarine (Zurich, ETH) ; Manzoni, Riccardo Andrea (Zurich, ETH) ; Marchegiani, Matteo (Zurich, ETH) ; Marchese, Luigi (Zurich, ETH) ; Mascellani, Anna (Zurich, ETH) ; Nessi-Tedaldi, Francesca (Zurich, ETH) ; Pauss, Felicitas (Zurich, ETH) ; Perovic, Vasilije (Zurich, ETH) ; Pigazzini, Simone (Zurich, ETH) ; Ristic, Branislav (Zurich, ETH) ; Seidita, Roberto (Zurich, ETH) ; Steggemann, Jan (Zurich, ETH) ; Tarabini, Alessandro (Zurich, ETH) ; Valsecchi, Davide (Zurich, ETH) ; Wallny, Rainer (Zurich, ETH) ; Amsler, Claude (Zurich U. ; Stefan Meyer Inst. Subatomare Phys.) ; Bärtschi, Pascal (Zurich U.) ; Canelli, Maria Florencia (Zurich U.) ; Cormier, Kyle (Zurich U.) ; Huwiler, Marc (Zurich U.) ; Jin, Weijie (Zurich U.) ; Jofrehei, Arash (Zurich U.) ; Kilminster, Benjamin (Zurich U.) ; Leontsinis, Stefanos (Zurich U.) ; Liechti, Sascha Pascal (Zurich U.) ; Macchiolo, Anna (Zurich U.) ; Meiring, Peter (Zurich U.) ; Meng, Fanqiang (Zurich U.) ; Motta, Jona (Zurich U.) ; Reimers, Arne (Zurich U.) ; Robmann, Peter (Zurich U.) ; Senger, Matias (Zurich U.) ; Shokr, Eslam (Zurich U.) ; Stäger, Fabian (Zurich U.) ; Tramontano, Raffaella (Zurich U.) ; Adloff, Catherine (Taiwan, Natl. Central U. ; Annecy, LAPP) ; Bhowmik, Debabrata (Taiwan, Natl. Central U.) ; Kuo, Chia-Ming (Taiwan, Natl. Central U.) ; Lin, Willis (Taiwan, Natl. Central U.) ; Rout, Prasant Kumar (Taiwan, Natl. Central U.) ; Tiwari, Praveen Chandra (Taiwan, Natl. Central U. ; Bangalore, Indian Inst. Sci.) ; Ceard, Ludivine (Taiwan, Natl. Taiwan U.) ; Chen, Kai-Feng (Taiwan, Natl. Taiwan U.) ; Chen, Zheng-gang (Taiwan, Natl. Taiwan U.) ; De Iorio, Agostino (Taiwan, Natl. Taiwan U.) ; Hou, George Wei-Shu (Taiwan, Natl. Taiwan U.) ; Hsu, Ting-hsiang (Taiwan, Natl. Taiwan U.) ; Kao, Yu-wei (Taiwan, Natl. Taiwan U.) ; Karmakar, Saikat (Taiwan, Natl. Taiwan U.) ; Kole, Gouranga (Taiwan, Natl. Taiwan U.) ; Li, You-ying (Taiwan, Natl. Taiwan U.) ; Lu, Rong-Shyang (Taiwan, Natl. Taiwan U.) ; Paganis, Efstathios (Taiwan, Natl. Taiwan U.) ; Su, Xing-fu (Taiwan, Natl. Taiwan U.) ; Thomas-Wilsker, Joshuha (Taiwan, Natl. Taiwan U.) ; Tsai, Lian-sheng (Taiwan, Natl. Taiwan U.) ; Tsionou, Dimitra (Taiwan, Natl. Taiwan U.) ; Wu, Hsin-yeh (Taiwan, Natl. Taiwan U.) ; Yazgan, Efe (Taiwan, Natl. Taiwan U.) ; Asawatangtrakuldee, Chayanit (Chulalongkorn U.) ; Srimanobhas, Norraphat (Chulalongkorn U.) ; Wachirapusitanand, Vichayanun (Chulalongkorn U.) ; Maghrbi, Yasser (Tunis El Manar U.) ; Agyel, Doruk (Cukurova U.) ; Boran, Fatma (Cukurova U.) ; Dolek, Furkan (Cukurova U.) ; Dumanoglu, Isa (Cukurova U.) ; Eskut, Eda (Cukurova U.) ; Guler, Yalcin (Cukurova U.) ; Gurpinar Guler, Emine (Cukurova U.) ; Isik, Candan (Cukurova U.) ; Kara, Ozgun (Cukurova U.) ; Kayis Topaksu, Aysel (Cukurova U.) ; Komurcu, Yildiray (Cukurova U.) ; Onengut, Gulsen (Cukurova U.) ; Ozdemir, Kadri (Cukurova U.) ; Polatoz, Ayse (Cukurova U.) ; Tali, Bayram (Cukurova U. ; Adiyaman U.) ; Tok, Ufuk Guney (Cukurova U.) ; Uslan, Ebru (Cukurova U.) ; Zorbakir, Ibrahim Soner (Cukurova U.) ; Yalvac, Metin (Middle East Tech. U., Ankara) ; Akgun, Bora (Bogazici U.) ; Atakisi, Ismail Okan (Bogazici U.) ; Gulmez, Erhan (Bogazici U.) ; Kaya, Mithat (Bogazici U. ; Marmara U.) ; Kaya, Ozlem (Bogazici U.) ; Tekten, Sevgi (Bogazici U. ; Kafkas U.) ; Cakir, Altan (Istanbul Tech. U.) ; Cankocak, Kerem (Istanbul Tech. U.) ; Sen, Sercan (Istanbul Tech. U. ; Hacettepe U.) ; Aydilek, Orhan (Istanbul U. ; Erzincan U.) ; Hacisahinoglu, Burak (Istanbul U.) ; Hos, Ilknur (Istanbul U.) ; Kaynak, Berkan (Istanbul U.) ; Ozkorucuklu, Suat (Istanbul U.) ; Potok, Onur (Istanbul U.) ; Sert, Hale (Istanbul U.) ; Simsek, Cagdas (Istanbul U.) ; Zorbilmez, Caglar (Istanbul U.) ; Cerci, Salim (Yildiz Tech. U.) ; Isildak, Bora (Yildiz Tech. U.) ; Sunar Cerci, Deniz (Yildiz Tech. U.) ; Yetkin, Taylan (Yildiz Tech. U.) ; Boyaryntsev, Andriy (Inst. Scintill. Mat., Kharkiv) ; Grynyov, Boris (Inst. Scintill. Mat., Kharkiv) ; Levchuk, Leonid (Kharkov, KIPT) ; Anthony, David (Bristol U.) ; Brooke, James John (Bristol U.) ; Bundock, Aaron (Bristol U.) ; Bury, Florian Joel J. (Bristol U.) ; Clement, Emyr (Bristol U.) ; Cussans, David (Bristol U.) ; Flacher, Henning (Bristol U.) ; Goldstein, Joel (Bristol U.) ; Heath, Helen F. (Bristol U.) ; Holmberg, Mei-li (Bristol U.) ; Kreczko, Lukasz (Bristol U.) ; Paramesvaran, Sudarshan (Bristol U.) ; Robertshaw, Liam (Bristol U.) ; Smith, Vincent J. (Bristol U.) ; Walkingshaw Pass, Katie (Bristol U.) ; Ball, Austin (Rutherford) ; Bell, Ken W. (Rutherford) ; Belyaev, Alexander (Rutherford ; Southampton U.) ; Brew, Christopher (Rutherford) ; Brown, Robert M. (Rutherford) ; Cockerill, David J.A. (Rutherford) ; Cooke, Charlotte (Rutherford) ; Elliot, Alison (Rutherford) ; Ellis, Katherine Victoria (Rutherford) ; Harder, Kristian (Rutherford) ; Harper, Sam (Rutherford) ; Linacre, Jacob (Rutherford) ; Manolopoulos, Konstantinos (Rutherford) ; Newbold, Dave M. (Rutherford) ; Olaiya, Emmanuel (Rutherford) ; Petyt, David (Rutherford) ; Reis, Thomas (Rutherford) ; Sahasransu, Abanti Ranadhir (Rutherford) ; Salvi, Giovanna (Rutherford) ; Schuh, Thomas (Rutherford) ; Shepherd-Themistocleous, Claire (Rutherford) ; Tomalin, Ian R. (Rutherford) ; Whalen, Kathleen Charlotte (Rutherford) ; Williams, Thomas (Rutherford) ; Andreou, Irene (Imperial Coll., London) ; Bainbridge, Robert (Imperial Coll., London) ; Bloch, Philippe (Imperial Coll., London) ; Buchmuller, Oliver (Imperial Coll., London) ; Carrillo Montoya, Camilo Andres (Imperial Coll., London) ; Chahal, Gurpreet Singh (Imperial Coll., London) ; Colling, David (Imperial Coll., London) ; Dancu, Julia Suzana (Imperial Coll., London) ; Das, Indranil (Imperial Coll., London) ; Dauncey, Paul (Imperial Coll., London) ; Davies, Gavin (Imperial Coll., London) ; Della Negra, Michel (Imperial Coll., London) ; Fayer, Simon (Imperial Coll., London) ; Fedi, Giacomo (Imperial Coll., London) ; Hall, Geoffrey (Imperial Coll., London) ; Howard, Alexander (Imperial Coll., London) ; Iles, Gregory (Imperial Coll., London) ; Knight, Charlotte Rose (Imperial Coll., London) ; Krueper, Paul (Imperial Coll., London) ; Langford, Jonathon (Imperial Coll., London) ; Law, Kai Hong (Imperial Coll., London) ; León Holgado, Jaime (Imperial Coll., London) ; Lyons, Louis (Imperial Coll., London) ; Magnan, Anne-Marie (Imperial Coll., London) ; Maier, Benedikt (Imperial Coll., London) ; Mallios, Stavros (Imperial Coll., London) ; Mieskolainen, Mikael (Imperial Coll., London) ; Nash, Jordan (Imperial Coll., London ; Monash U.) ; Pesaresi, Mark (Imperial Coll., London) ; Pradeep, Prijith Babu (Imperial Coll., London) ; Radburn-Smith, Benjamin Charles (Imperial Coll., London) ; Richards, Alexander (Imperial Coll., London) ; Rose, Andrew (Imperial Coll., London) ; Savva, Klitos (Imperial Coll., London) ; Seez, Christopher (Imperial Coll., London) ; Shukla, Raghunandan (Imperial Coll., London) ; Tapper, Alexander (Imperial Coll., London) ; Uchida, Kirika (Imperial Coll., London) ; Uttley, George Peter (Imperial Coll., London) ; Virdee, Tejinder (Imperial Coll., London ; CERN) ; Vojinovic, Milos (Imperial Coll., London) ; Wardle, Nicholas (Imperial Coll., London) ; Winterbottom, Daniel (Imperial Coll., London) ; Cole, Joanne (Brunel U.) ; Khan, Akram (Brunel U.) ; Kyberd, Paul (Brunel U.) ; Reid, Ivan (Brunel U.) ; Abdullin, Salavat (Baylor U.) ; Brinkerhoff, Andrew (Baylor U.) ; Collins, Evan (Baylor U.) ; Darwish, Mohamed Rashad (Baylor U.) ; Dittmann, Jay (Baylor U.) ; Hatakeyama, Kenichi (Baylor U.) ; Hegde, Vinay (Baylor U.) ; Hiltbrand, Joshua (Baylor U.) ; McMaster, Brooks (Baylor U.) ; Samudio, Jonathan (Baylor U.) ; Sawant, Siddhesh (Baylor U.) ; Sutantawibul, Chosila (Baylor U.) ; Wilson, Jonathan (Baylor U.) ; Bartek, Rachel (Catholic U. America) ; Dominguez, Aaron (Catholic U. America) ; Simsek, Ali Eren (Catholic U. America) ; Yu, Shin-Shan (Catholic U. America) ; Bam, Bhim (Alabama U.) ; Buchot Perraguin, Axel (Alabama U.) ; Chudasama, Ruchi (Alabama U.) ; Cooper, Seth (Alabama U.) ; Crovella, Colin (Alabama U.) ; Gleyzer, Sergei V. (Alabama U.) ; Pearson, Emma (Alabama U.) ; Perez, Cilicia Uzziel (Alabama U.) ; Rumerio, Paolo (Alabama U.) ; Usai, Emanuele (Alabama U.) ; Yi, Ruole (Alabama U.) ; Akpinar, Alp (Boston U.) ; Cosby, Christopher (Boston U.) ; De Castro, Gianfranco (Boston U.) ; Demiragli, Zeynep (Boston U.) ; Erice, Carlos (Boston U.) ; Fangmeier, Caleb (Boston U.) ; Fernandez Madrazo, Celia (Boston U.) ; Fontanesi, Elisa (Boston U.) ; Gastler, Daniel (Boston U.) ; Golf, Frank (Boston U.) ; Jeon, Sihyun (Boston U.) ; O'cain, Joshua (Boston U.) ; Reed, Ian (Boston U.) ; Rohlf, James (Boston U.) ; Salyer, Kaitlin (Boston U.) ; Sperka, David (Boston U.) ; Spitzbart, Daniel (Boston U.) ; Suarez, Indara (Boston U.) ; Tsatsos, Anna (Boston U.) ; Zecchinelli, Angelo Giacomo (Boston U.) ; Barone, Gaetano (Brown U.) ; Benelli, Gabriele (Brown U.) ; Cutts, David (Brown U.) ; Ellis, Spencer (Brown U.) ; Gouskos, Loukas (Brown U.) ; Hadley, Mary (Brown U.) ; Heintz, Ulrich (Brown U.) ; Ho, Ka Wa (Brown U.) ; Hogan, Julie Managan (Brown U. ; Bethel Coll.) ; Kwon, Taeun (Brown U.) ; Landsberg, Greg (Brown U.) ; Lau, Ka Tung (Brown U.) ; Luo, Jingyu (Brown U.) ; Mondal, Spandan (Brown U.) ; Russell, Trevor (Brown U.) ; Sagir, Sinan (Brown U. ; Karamanoglu Mehmetbey U., Karaman) ; Shen, Xiaohe (Brown U.) ; Stamenkovic, Marko (Brown U.) ; Venkatasubramanian, Nikhilesh (Brown U.) ; Abbott, Samantha (UC, Davis) ; Barton, Benjamin (UC, Davis) ; Brainerd, Christopher (UC, Davis) ; Breedon, Richard (UC, Davis) ; Cai, Hong (UC, Davis) ; Calderon De La Barca Sanchez, Manuel (UC, Davis) ; Chertok, Maxwell (UC, Davis) ; Citron, Matthew (UC, Davis) ; Conway, John (UC, Davis) ; Cox, Peter Timothy (UC, Davis) ; Erbacher, Robin (UC, Davis) ; Jensen, Frank (UC, Davis) ; Kukral, Ota (UC, Davis) ; Mocellin, Giovanni (UC, Davis) ; Mulhearn, Michael (UC, Davis) ; Ostrom, Sydney (UC, Davis) ; Wei, Wei (UC, Davis) ; Yoo, Saeahram (UC, Davis) ; Zhang, Fengwangdong (UC, Davis) ; Adamidis, Kosmas (UCLA) ; Bachtis, Michail (UCLA) ; Campos, Delano (UCLA) ; Cousins, Robert (UCLA) ; Datta, Abhisek (UCLA) ; Flores Avila, Gael (UCLA) ; Hauser, Jay (UCLA) ; Ignatenko, Mikhail (UCLA) ; Iqbal, Muhammad Ansar (UCLA) ; Lam, Tyler (UCLA) ; Lo, Ya-feng (UCLA) ; Manca, Elisabetta (UCLA) ; Nunez Del Prado, Antonett (UCLA) ; Saltzberg, David (UCLA) ; Valuev, Vyacheslav (UCLA) ; Clare, Robert (UC, Riverside) ; Gary, J. William (UC, Riverside) ; Hanson, Gail (UC, Riverside) ; Aportela, Anthony (UC, San Diego) ; Arora, Aashay (UC, San Diego) ; Branson, James G. (UC, San Diego) ; Cittolin, Sergio (UC, San Diego) ; Cooperstein, Stephane (UC, San Diego) ; Diaz, Daniel (UC, San Diego) ; Duarte, Javier (UC, San Diego) ; Giannini, Leonardo (UC, San Diego) ; Gu, Yanxi (UC, San Diego) ; Guiang, Jonathan (UC, San Diego) ; Kansal, Raghav (UC, San Diego) ; Krutelyov, Vyacheslav (UC, San Diego) ; Lee, Robert (UC, San Diego) ; Letts, James (UC, San Diego) ; Masciovecchio, Mario (UC, San Diego) ; Mokhtar, Farouk (UC, San Diego) ; Mukherjee, Soumya (UC, San Diego) ; Pieri, Marco (UC, San Diego) ; Primosch, Daniel (UC, San Diego) ; Quinnan, Melissa (UC, San Diego) ; Sharma, Vivek (UC, San Diego) ; Tadel, Matevz (UC, San Diego) ; Vourliotis, Emmanouil (UC, San Diego) ; Würthwein, Frank (UC, San Diego) ; Xiang, Yifan (UC, San Diego) ; Yagil, Avraham (UC, San Diego) ; Barzdukas, Anders (UC, Santa Barbara) ; Brennan, Liam (UC, Santa Barbara) ; Campagnari, Claudio (UC, Santa Barbara) ; Downham, Keegan (UC, Santa Barbara) ; Grieco, Chiara (UC, Santa Barbara) ; Hussain, Mohd Meraj (UC, Santa Barbara) ; Incandela, Joe (UC, Santa Barbara) ; Kim, Jaebak (UC, Santa Barbara) ; Li, Amina Jinzi (UC, Santa Barbara) ; Masterson, Phillip (UC, Santa Barbara) ; Mei, Hualin (UC, Santa Barbara) ; Richman, Jeffrey (UC, Santa Barbara) ; Santpur, Sai Neha (UC, Santa Barbara) ; Sarica, Ulascan (UC, Santa Barbara) ; Schmitz, Ryan (UC, Santa Barbara) ; Setti, Francesco (UC, Santa Barbara) ; Sheplock, James (UC, Santa Barbara) ; Stuart, David (UC, Santa Barbara) ; Vámi, Tamás Álmos (UC, Santa Barbara) ; Yan, Xuli (UC, Santa Barbara) ; Zhang, Danyi (UC, Santa Barbara) ; Bhattacharya, Soham (Caltech) ; Bornheim, Adolf (Caltech) ; Cerri, Olmo (Caltech) ; Mao, Jiajing (Caltech) ; Newman, Harvey B. (Caltech) ; Reales Gutiérrez, Guillermo (Caltech) ; Spiropulu, Maria (Caltech) ; Vlimant, Jean-Roch (Caltech) ; Wang, Christina (Caltech) ; Xie, Si (Caltech) ; Zhu, Ren-Yuan (Caltech) ; Alison, John (Carnegie Mellon U.) ; An, Sitong (Carnegie Mellon U.) ; Bryant, Patrick (Carnegie Mellon U.) ; Cremonesi, Matteo (Carnegie Mellon U.) ; Dutta, Valentina (Carnegie Mellon U.) ; Ferguson, Thomas (Carnegie Mellon U.) ; Gómez Espinosa, Tirso Alejandro (Carnegie Mellon U.) ; Harilal, Abhirami (Carnegie Mellon U.) ; Kallil Tharayil, Aleesha (Carnegie Mellon U.) ; Kanemura, Manami (Carnegie Mellon U.) ; Liu, Chuyuan (Carnegie Mellon U.) ; Mudholkar, Tanmay (Carnegie Mellon U.) ; Murthy, Sindhu (Carnegie Mellon U.) ; Palit, Pritam (Carnegie Mellon U.) ; Park, Kyungmin (Carnegie Mellon U.) ; Paulini, Manfred (Carnegie Mellon U.) ; Roberts, Andrew (Carnegie Mellon U.) ; Sanchez, Alejandro (Carnegie Mellon U.) ; Terrill, Wesley (Carnegie Mellon U.) ; Cumalat, John Perry (Colorado U.) ; Ford, William T. (Colorado U.) ; Hart, Andrew (Colorado U.) ; Hassani, Abbas (Colorado U.) ; Manganelli, Nicholas (Colorado U.) ; Pearkes, Jannicke (Colorado U.) ; Savard, Claire (Colorado U.) ; Schonbeck, Nicolas (Colorado U.) ; Stenson, Kevin (Colorado U.) ; Ulmer, Keith (Colorado U.) ; Wagner, Stephen Robert (Colorado U.) ; Zipper, Noah (Colorado U.) ; Zuolo, Davide (Colorado U.) ; Alexander, James (Cornell U.) ; Chen, Xuan (Cornell U.) ; Cranshaw, Derek James (Cornell U.) ; Dickinson, Jennet (Cornell U.) ; Fan, Jason (Cornell U.) ; Fan, Xingchen (Cornell U.) ; Hogan, Shaun (Cornell U.) ; Kotamnives, Peace (Cornell U.) ; Monroy, Jose (Cornell U.) ; Oshiro, Michael (Cornell U.) ; Patterson, Juliet Ritchie (Cornell U.) ; Reid, Michael (Cornell U.) ; Ryd, Anders (Cornell U.) ; Thom, Julia (Cornell U.) ; Wittich, Peter (Cornell U.) ; Zou, Rui (Cornell U.) ; Albrow, Michael (Fermilab) ; Alyari, Maral (Fermilab) ; Amram, Oz (Fermilab) ; Apollinari, Giorgio (Fermilab) ; Apresyan, Artur (Fermilab) ; Bauerdick, Lothar A.T. (Fermilab) ; Berry, Douglas (Fermilab) ; Berryhill, Jeffrey (Fermilab) ; Bhat, Pushpalatha C. (Fermilab) ; Burkett, Kevin (Fermilab) ; Butler, Joel Nathan (Fermilab) ; Canepa, Anadi (Fermilab) ; Cerati, Giuseppe Benedetto (Fermilab) ; Cheung, Harry (Fermilab) ; Chlebana, Frank (Fermilab) ; Cummings, Grace (Fermilab) ; Dutta, Irene (Fermilab) ; Elvira, Victor Daniel (Fermilab) ; Freeman, Jim (Fermilab) ; Gandrakota, Abhijith (Fermilab) ; Gecse, Zoltan (Fermilab) ; Gray, Lindsey (Fermilab) ; Green, Dan (Fermilab) ; Grummer, Aidan (Fermilab) ; Grünendahl, Stefan (Fermilab) ; Guerrero, Daniel (Fermilab) ; Gutsche, Oliver (Fermilab) ; Harris, Robert M. (Fermilab) ; Herwig, Theodor Christian (Fermilab) ; Hirschauer, James (Fermilab) ; Jayatilaka, Bodhitha (Fermilab) ; Jindariani, Sergo (Fermilab) ; Johnson, Marvin (Fermilab) ; Joshi, Umesh (Fermilab) ; Klijnsma, Thomas (Fermilab) ; Klima, Boaz (Fermilab) ; Kwok, Ka Hei Martin (Fermilab) ; Lammel, Stephan (Fermilab) ; Lee, Claire (Fermilab) ; Lincoln, Don (Fermilab) ; Lipton, Ron (Fermilab) ; Liu, Tiehui (Fermilab) ; Maeshima, Kaori (Fermilab) ; Mason, David (Fermilab) ; McBride, Patricia (Fermilab) ; Merkel, Petra (Fermilab) ; Mrenna, Stephen (Fermilab) ; Nahn, Steve (Fermilab) ; Ngadiuba, Jennifer (Fermilab) ; Noonan, Daniel (Fermilab) ; Norberg, Scarlet (Fermilab) ; Papadimitriou, Vaia (Fermilab) ; Pastika, Nathaniel (Fermilab) ; Pedro, Kevin (Fermilab) ; Pena, Cristian (Fermilab ; Caltech) ; Ravera, Fabio (Fermilab) ; Reinsvold Hall, Allison (Fermilab ; Naval Academy, Annapolis) ; Ristori, Luciano (Fermilab) ; Safdari, Murtaza (Fermilab) ; Sexton-Kennedy, Elizabeth (Fermilab) ; Smith, Nicholas (Fermilab) ; Soha, Aron (Fermilab) ; Spiegel, Leonard (Fermilab) ; Stoynev, Stoyan (Fermilab) ; Strait, James (Fermilab) ; Taylor, Lucas (Fermilab) ; Tkaczyk, Slawek (Fermilab) ; Tran, Nhan Viet (Fermilab) ; Uplegger, Lorenzo (Fermilab) ; Vaandering, Eric Wayne (Fermilab) ; Zoi, Irene (Fermilab) ; Aruta, Caterina (Florida U.) ; Avery, Paul (Florida U.) ; Bourilkov, Dimitri (Florida U.) ; Chang, Philip (Florida U.) ; Cherepanov, Vladimir (Florida U.) ; Field, Richard D. (Florida U.) ; Huh, Changgi (Florida U.) ; Koenig, Evan (Florida U.) ; Kolosova, Marina (Florida U.) ; Konigsberg, Jacobo (Florida U.) ; Korytov, Andrey (Florida U.) ; Matchev, Konstantin (Florida U.) ; Menendez, Nicholas (Florida U.) ; Mitselmakher, Guenakh (Florida U.) ; Mohrman, Kelci (Florida U.) ; Muthirakalayil Madhu, Arun (Florida U.) ; Rawal, Neha (Florida U.) ; Rosenzweig, Suzanne (Florida U.) ; Takahashi, Yuta (Florida U.) ; Wang, Jian (Florida U.) ; Adams, Todd (Florida State U.) ; Al Kadhim, Ali (Florida State U.) ; Askew, Andrew (Florida State U.) ; Bower, Steffi (Florida State U.) ; Hashmi, Rafey (Florida State U.) ; Kim, Ryan Sangwoo (Florida State U.) ; Kim, Suho (Florida State U.) ; Kolberg, Ted (Florida State U.) ; Martinez, German (Florida State U.) ; Prosper, Harrison (Florida State U.) ; Prova, Purbita Rahman (Florida State U.) ; Wulansatiti, Meutia (Florida State U.) ; Yohay, Rachel (Florida State U.) ; Zhang, Jingyu (Florida State U.) ; Alsufyani, Bandar (Florida Inst. Tech.) ; Butalla, Stephen (Florida Inst. Tech.) ; Das, Souvik (Florida Inst. Tech.) ; Elkafrawy, Tamer (Florida Inst. Tech. ; Ain Shams U., Cairo) ; Hohlmann, Marcus (Florida Inst. Tech.) ; Yanes, Erick (Florida Inst. Tech.) ; Adams, Mark Raymond (Illinois U., Chicago) ; Baty, Austin (Illinois U., Chicago) ; Bennett, Clayton (Illinois U., Chicago) ; Cavanaugh, Richard (Illinois U., Chicago) ; Escobar Franco, Ricardo (Illinois U., Chicago) ; Evdokimov, Olga (Illinois U., Chicago) ; Gerber, Cecilia Elena (Illinois U., Chicago) ; Gupta, Harshul (Illinois U., Chicago) ; Hawksworth, Michelle (Illinois U., Chicago) ; Hingrajiya, Abhishek (Illinois U., Chicago) ; Hofman, David Jonathan (Illinois U., Chicago) ; Lee, Jong-ho (Illinois U., Chicago) ; De Souza Lemos, Dener (Illinois U., Chicago) ; Mills, Corrinne (Illinois U., Chicago) ; Nanda, Shirsendu (Illinois U., Chicago) ; Oh, Geonhee (Illinois U., Chicago) ; Ozek, Beren (Illinois U., Chicago) ; Pilipovic, Dragana (Illinois U., Chicago) ; Pradhan, Raghunath (Illinois U., Chicago) ; Prifti, Enea (Illinois U., Chicago) ; Roy, Payal (Illinois U., Chicago) ; Roy, Titas (Illinois U., Chicago) ; Rudrabhatla, Sahithi (Illinois U., Chicago) ; Singh, Navjit (Illinois U., Chicago) ; Tonjes, Marguerite (Illinois U., Chicago) ; Varelas, Nikos (Illinois U., Chicago) ; Wadud, Mohammad Abrar (Illinois U., Chicago) ; Ye, Zhenyu (Illinois U., Chicago) ; Yoo, Jieun (Illinois U., Chicago) ; Alhusseini, Mohammad (Iowa U.) ; Blend, Dylan (Iowa U.) ; Dilsiz, Kamuran (Iowa U. ; Bingöl U.) ; Emediato, Luiz (Iowa U.) ; Karaman, Gurkan (Iowa U.) ; Köseyan, Ohannes Kamer (Iowa U.) ; Merlo, Jean-Pierre (Iowa U.) ; Mestvirishvili, Alexi (Iowa U. ; GTU, Tbilisi) ; Neogi, Orgho (Iowa U.) ; Ogul, Hasan (Iowa U. ; Sinop U.) ; Onel, Yasar (Iowa U.) ; Penzo, Aldo (Iowa U.) ; Snyder, Christina (Iowa U.) ; Tiras, Emrah (Iowa U.) ; Blumenfeld, Barry (Johns Hopkins U.) ; Corcodilos, Lucas (Johns Hopkins U.) ; Davis, Jeffrey (Johns Hopkins U.) ; Gritsan, Andrei (Johns Hopkins U.) ; Kang, Lucas (Johns Hopkins U.) ; Kyriacou, Savvas (Johns Hopkins U.) ; Maksimovic, Petar (Johns Hopkins U.) ; Roguljic, Matej (Johns Hopkins U.) ; Roskes, Jeffrey (Johns Hopkins U.) ; Sekhar, Sanjana (Johns Hopkins U.) ; Swartz, Morris (Johns Hopkins U.) ; Abreu, Andrés (Kansas U.) ; Alcerro Alcerro, Luis Fernando (Kansas U.) ; Anguiano, Justin (Kansas U.) ; Arteaga Escatel, Saray (Kansas U.) ; Baringer, Philip (Kansas U.) ; Bean, Alice (Kansas U.) ; Flowers, Zachary (Kansas U.) ; Grove, Derek (Kansas U.) ; King, Jack (Kansas U.) ; Krintiras, Georgios (Kansas U.) ; Lazarovits, Margaret (Kansas U.) ; Le Mahieu, Cole (Kansas U.) ; Marquez, Juan (Kansas U.) ; Murray, Michael (Kansas U.) ; Nickel, Matthew (Kansas U.) ; Popescu, Sorina (Kansas U. ; Bucharest, IFIN-HH) ; Rogan, Christopher (Kansas U.) ; Royon, Christophe (Kansas U.) ; Sanders, Stephen (Kansas U.) ; Smith, Caleb (Kansas U.) ; Wilson, Graham (Kansas U.) ; Allmond, Braden (Kansas State U.) ; Gujju Gurunadha, Reddy (Kansas State U.) ; Ivanov, Andrew (Kansas State U.) ; Kaadze, Ketino (Kansas State U.) ; Maravin, Yurii (Kansas State U.) ; Natoli, James (Kansas State U.) ; Roy, Dennis (Kansas State U.) ; Sorrentino, Giulia (Kansas State U.) ; Baden, Drew (Maryland U.) ; Belloni, Alberto (Maryland U.) ; Bistany-riebman, Joshua (Maryland U.) ; Chen, Yi-Mu (Maryland U.) ; Eno, Sarah Catherine (Maryland U.) ; Hadley, Nicholas John (Maryland U.) ; Jabeen, Shabnam (Maryland U.) ; Kellogg, Richard G. (Maryland U.) ; Koeth, Timothy (Maryland U.) ; Kronheim, Braden (Maryland U.) ; Lascio, Samuel (Maryland U.) ; Mignerey, Alice (Maryland U.) ; Nabili, Sara (Maryland U.) ; Palmer, Christopher (Maryland U.) ; Papageorgakis, Christos (Maryland U.) ; Paranjpe, Mekhala Mahesh (Maryland U.) ; Popova, Elena (Maryland U. ; Unlisted) ; Shevelev, Alexey (Maryland U.) ; Wang, Long (Maryland U.) ; Zhang, Licheng (Maryland U.) ; Baldenegro Barrera, Cristian (MIT) ; Bendavid, Joshua (MIT) ; Bright-Thonney, Samuel (MIT) ; Cali, Ivan Amos (MIT) ; Chou, Pin-chun (MIT) ; D'Alfonso, Mariarosaria (MIT) ; Eysermans, Jan (MIT) ; Freer, Chad (MIT) ; Gomez Ceballos, Guillelmo (MIT) ; Goncharov, Maxim (MIT) ; Grosso, Gaia (MIT) ; Harris, Philip (MIT) ; Hoang, Duc (MIT) ; Kovalskyi, Dmytro (MIT) ; Krupa, Jeffrey (MIT) ; Lavezzo, Luca (MIT) ; Lee, Yen-Jie (MIT) ; Long, Kenneth (MIT) ; Mcginn, Christopher (MIT) ; Novak, Andrzej (MIT) ; Park, Mary Isabelle (MIT) ; Paus, Christoph (MIT) ; Reissel, Christina (MIT) ; Roland, Christof (MIT) ; Roland, Gunther (MIT) ; Rothman, Simon (MIT) ; Stephans, George (MIT) ; Wang, Zhangqier (MIT) ; Wyslouch, Bolek (MIT) ; Yang, Tianyu (MIT) ; Crossman, Bryan (Minnesota U.) ; Kapsiak, Charles (Minnesota U.) ; Krohn, Michael (Minnesota U.) ; Mahon, Devin (Minnesota U.) ; Mans, Jeremy (Minnesota U.) ; Marzocchi, Badder (Minnesota U.) ; Revering, Michael (Minnesota U.) ; Rusack, Roger (Minnesota U.) ; Saradhy, Rohith (Minnesota U.) ; Strobbe, Nadja (Minnesota U.) ; Bloom, Kenneth (Nebraska U.) ; Claes, Daniel R. (Nebraska U.) ; Haza, Grace (Nebraska U.) ; Hossain, Jahid (Nebraska U.) ; Joo, Changwoo (Nebraska U.) ; Kravchenko, Ilya (Nebraska U.) ; Rohilla, Aman (Nebraska U.) ; Siado, Joaquin Emilo (Nebraska U.) ; Tabb, William (Nebraska U.) ; Vagnerini, Antonio (Nebraska U.) ; Wightman, Andrew (Nebraska U.) ; Yan, Furong (Nebraska U.) ; Yu, David (Nebraska U.) ; Bandyopadhyay, Hirak (SUNY, Buffalo) ; Hay, Lauren (SUNY, Buffalo) ; Hsia, Hsin-wei (SUNY, Buffalo) ; Iashvili, Ia (SUNY, Buffalo) ; Kalogeropoulos, Alexis (SUNY, Buffalo) ; Kharchilava, Avto (SUNY, Buffalo) ; Morris, Margaret (SUNY, Buffalo) ; Nguyen, Duong (SUNY, Buffalo) ; Rappoccio, Salvatore (SUNY, Buffalo) ; Rejeb Sfar, Haifa (SUNY, Buffalo) ; Williams, Ac (SUNY, Buffalo) ; Young, Peter (SUNY, Buffalo) ; Alverson, George (Northeastern U.) ; Barberis, Emanuela (Northeastern U.) ; Bonilla, Johan (Northeastern U.) ; Bylsma, Ben (Northeastern U.) ; Campana, Mattia (Northeastern U.) ; Dervan, John (Northeastern U.) ; Haddad, Yacine (Northeastern U.) ; Han, Yixiao (Northeastern U.) ; Israr, I. (Northeastern U.) ; Krishna, Amrutha (Northeastern U.) ; Levchenko, Petr (Northeastern U.) ; Li, Jingyan (Northeastern U.) ; Lu, Meng (Northeastern U.) ; Mccarthy, Ryan (Northeastern U.) ; Morse, David Michael (Northeastern U.) ; Orimoto, Toyoko (Northeastern U.) ; Parker, Ashley (Northeastern U.) ; Skinnari, Louise (Northeastern U.) ; Tsai, Emily (Northeastern U.) ; Wood, Darien (Northeastern U.) ; Dittmer, Susan (Northwestern U.) ; Hahn, Kristan Allan (Northwestern U.) ; Li, Daniel (Northwestern U.) ; Liu, Yihan (Northwestern U.) ; Mcginnis, Michael (Northwestern U.) ; Miao, Yulun (Northwestern U.) ; Monk, David Gabriel (Northwestern U.) ; Schmitt, Michael Henry (Northwestern U.) ; Taliercio, Angela (Northwestern U.) ; Velasco, Mayda (Northwestern U.) ; Agarwal, Garvita (Notre Dame U.) ; Band, Reyer (Notre Dame U.) ; Bucci, Rachael (Notre Dame U.) ; Castells, Sergi (Notre Dame U.) ; Das, Abhishek (Notre Dame U.) ; Goldouzian, Reza (Notre Dame U.) ; Hildreth, Michael (Notre Dame U.) ; Hurtado Anampa, Kenyi (Notre Dame U.) ; Ivanov, Todor (Notre Dame U.) ; Jessop, Colin (Notre Dame U.) ; Lannon, Kevin (Notre Dame U.) ; Lawrence, John (Notre Dame U.) ; Loukas, Nikitas (Notre Dame U.) ; Lutton, Dylan (Notre Dame U.) ; Mariano, Joseph (Notre Dame U.) ; Marinelli, Nancy (Notre Dame U.) ; Mcalister, Ian (Notre Dame U.) ; McCauley, Thomas (Notre Dame U.) ; Mcgrady, Christopher (Notre Dame U.) ; Moore, Connor (Notre Dame U.) ; Musienko, Yuri (Notre Dame U. ; Unlisted) ; Nelson, Hannah (Notre Dame U.) ; Osherson, Marc (Notre Dame U.) ; Piccinelli, Andrea (Notre Dame U.) ; Ruchti, Randy (Notre Dame U.) ; Townsend, Austin (Notre Dame U.) ; Wan, Yuyi (Notre Dame U.) ; Wayne, Mitchell (Notre Dame U.) ; Yockey, Henry (Notre Dame U.) ; Zarucki, Mateusz (Notre Dame U.) ; Zygala, Lara (Notre Dame U.) ; Basnet, Aashwin (Ohio State U.) ; Carrigan, Michael (Ohio State U.) ; Durkin, Lloyd Stanley (Ohio State U.) ; Hill, Christopher (Ohio State U.) ; Joyce, Matthew (Ohio State U.) ; Nunez Ornelas, Martha (Ohio State U.) ; Wei, Kai (Ohio State U.) ; Wenzl, Derek Albert (Ohio State U.) ; Winer, Brian L. (Ohio State U.) ; Yates, Brent (Ohio State U.) ; Bouchamaoui, Hichem (Princeton U.) ; Coldham, Kathryn (Princeton U.) ; Das, Pallabi (Princeton U.) ; Dezoort, Gage (Princeton U.) ; Elmer, Peter (Princeton U.) ; Fackeldey, Peter (Princeton U.) ; Frankenthal, Andre (Princeton U.) ; Greenberg, Bennett (Princeton U.) ; Haubrich, Nicholas (Princeton U.) ; Kennedy, Kiley (Princeton U.) ; Kopp, Gillian (Princeton U.) ; Kwan, Stephanie (Princeton U.) ; Lai, Yihui (Princeton U.) ; Lange, David (Princeton U.) ; Loeliger, Andrew (Princeton U.) ; Marlow, Daniel (Princeton U.) ; Ojalvo, Isabel (Princeton U.) ; Olsen, James (Princeton U.) ; Simpson, Farrah (Princeton U.) ; Stickland, David (Princeton U.) ; Tully, Christopher (Princeton U.) ; Vage, Liv Helen (Princeton U.) ; Malik, Sudhir (Puerto Rico U., Mayaguez) ; Sharma, Richa (Puerto Rico U., Mayaguez) ; Bakshi, Amandeep Singh (Purdue U.) ; Chandra, Soumik (Purdue U.) ; Chawla, Ridhi (Purdue U.) ; Gu, An (Purdue U.) ; Gutay, Laszlo (Purdue U.) ; Jones, Matthew (Purdue U.) ; Jung, Andreas Werner (Purdue U.) ; Koshy, Abraham Mathew (Purdue U.) ; Liu, Miaoyuan (Purdue U.) ; Negro, Giulia (Purdue U.) ; Neumeister, Norbert (Purdue U.) ; Paspalaki, Garyfallia (Purdue U.) ; Piperov, Stefan (Purdue U.) ; Schulte, Jan-Frederik (Purdue U.) ; Simon, Benjamin (Purdue U.) ; Kaur, Amandeep (Purdue U.) ; Wang, Fuqiang (Purdue U.) ; Wildridge, Andrew (Purdue U.) ; Xie, Wei (Purdue U.) ; Yao, Yao (Purdue U.) ; Zhong, Yibo (Purdue U.) ; Dolen, James (Purdue U., Calumet) ; Parashar, Neeti (Purdue U., Calumet) ; Pathak, Atanu (Purdue U., Calumet) ; Acosta, Darin (Rice U.) ; Agrawal, Aman (Rice U.) ; Carnahan, Taylor (Rice U.) ; Ecklund, Karl Matthew (Rice U.) ; Fernández Manteca, Pedro José (Rice U.) ; Freed, Sarah (Rice U.) ; Gardner, Parker (Rice U.) ; Geurts, Frank J.M. (Rice U.) ; Krommydas, Iason (Rice U.) ; Li, Wei (Rice U.) ; Lin, Jiazhao (Rice U.) ; Miguel Colin, Osvaldo (Rice U.) ; Padley, Brian Paul (Rice U.) ; Redjimi, Radia (Rice U.) ; Rotter, John (Rice U.) ; Yigitbasi, Efe (Rice U.) ; Zhang, Yousen (Rice U.) ; Bodek, Arie (Rochester U.) ; de Barbaro, Pawel (Rochester U.) ; Demina, Regina (Rochester U.) ; Dulemba, Joseph Lynn (Rochester U.) ; Garcia-Bellido, Aran (Rochester U.) ; Hindrichs, Otto (Rochester U.) ; Khukhunaishvili, Aleko (Rochester U.) ; Parmar, Nukulsinh (Rochester U.) ; Parygin, Pavel (Rochester U. ; Unlisted) ; Taus, Rhys (Rochester U.) ; Chiarito, Brandon (Rutgers U., Piscataway) ; Chou, John Paul (Rutgers U., Piscataway) ; Clark, Steven Vincent (Rutgers U., Piscataway) ; Gadkari, Divya (Rutgers U., Piscataway) ; Gershtein, Yuri (Rutgers U., Piscataway) ; Halkiadakis, Eva (Rutgers U., Piscataway) ; Heindl, Maximilian (Rutgers U., Piscataway) ; Houghton, Connor (Rutgers U., Piscataway) ; Jaroslawski, David (Rutgers U., Piscataway) ; Konstantinou, Sotiroulla (Rutgers U., Piscataway) ; Laflotte, Ian (Rutgers U., Piscataway) ; Lath, Amitabh (Rutgers U., Piscataway) ; Montalvo, Roy (Rutgers U., Piscataway) ; Nash, Kevin (Rutgers U., Piscataway) ; Reichert, Joseph (Rutgers U., Piscataway) ; Saha, Prafulla (Rutgers U., Piscataway) ; Salur, Sevil (Rutgers U., Piscataway) ; Schnetzer, Steve (Rutgers U., Piscataway) ; Somalwar, Sunil (Rutgers U., Piscataway) ; Stone, Robert (Rutgers U., Piscataway) ; Thayil, Steffie Ann (Rutgers U., Piscataway) ; Thomas, Scott (Rutgers U., Piscataway) ; Vora, Jay (Rutgers U., Piscataway) ; Ally, Daniel (Tennessee U.) ; Delannoy, Andrés G. (Tennessee U.) ; Fiorendi, Sara (Tennessee U.) ; Higginbotham, Samuel (Tennessee U.) ; Holmes, Tova (Tennessee U.) ; Kanuganti, Ankush Reddy (Tennessee U.) ; Karunarathna, Nimmitha (Tennessee U.) ; Lee, Lawrence (Tennessee U.) ; Nibigira, Emery (Tennessee U.) ; Spanier, Stefan (Tennessee U.) ; Aebi, Devin (Texas A-M) ; Ahmad, Muhammad (Texas A-M) ; Akhter, Towsifa (Texas A-M) ; Androsov, Konstantin (Texas A-M) ; Bouhali, Othmane (Texas A-M ; Texas A&M U. Qatar, Doha) ; Eusebi, Ricardo (Texas A-M) ; Gilmore, Jason (Texas A-M) ; Huang, Tao (Texas A-M) ; Kamon, Teruki (Texas A-M ; CHEP, Taegu) ; Kim, Hyunyong (Texas A-M) ; Luo, Sifu (Texas A-M) ; Mueller, Ryan (Texas A-M) ; Overton, David (Texas A-M) ; Safonov, Alexei (Texas A-M) ; Akchurin, Nural (Texas Tech.) ; Damgov, Jordan (Texas Tech.) ; Feng, Yongbin (Texas Tech.) ; Gogate, Niramay (Texas Tech.) ; Kazhykarim, Yelbir (Texas Tech.) ; Lamichhane, Kamal (Texas Tech.) ; Lee, Sung Won (Texas Tech.) ; Madrid, Christopher (Texas Tech.) ; Mankel, Aaron (Texas Tech.) ; Peltola, Timo (Texas Tech.) ; Volobouev, Igor (Texas Tech.) ; Appelt, Eric (Vanderbilt U.) ; Chen, Yi (Vanderbilt U.) ; Greene, Senta (Vanderbilt U.) ; Gurrola, Alfredo (Vanderbilt U.) ; Johns, Willard (Vanderbilt U.) ; Kunnawalkam Elayavalli, Raghav (Vanderbilt U.) ; Melo, Andrew (Vanderbilt U.) ; Rathjens, Denis (Vanderbilt U.) ; Romeo, Francesco (Vanderbilt U.) ; Sheldon, Paul (Vanderbilt U.) ; Tuo, Shengquan (Vanderbilt U.) ; Velkovska, Julia (Vanderbilt U.) ; Viinikainen, Jussi (Vanderbilt U.) ; Cardwell, Bryan (Virginia U.) ; Chung, Heewon (Virginia U.) ; Cox, Bradley (Virginia U.) ; Hakala, John (Virginia U.) ; Hirosky, Robert (Virginia U.) ; Ledovskoy, Alexander (Virginia U.) ; Mantilla, Cristina (Virginia U.) ; Neu, Christopher (Virginia U.) ; Ramón Álvarez, Clara (Virginia U.) ; Bhattacharya, Saptaparna (Wayne State U.) ; Karchin, Paul Edmund (Wayne State U.) ; Aravind, Anagha (Wisconsin U., Madison) ; Banerjee, Sunanda (Wisconsin U., Madison) ; Black, Kevin (Wisconsin U., Madison) ; Bose, Tulika (Wisconsin U., Madison) ; Chavez, Elise (Wisconsin U., Madison) ; Dasu, Sridhara (Wisconsin U., Madison) ; Everaerts, Pieter (Wisconsin U., Madison) ; Galloni, Camilla (Wisconsin U., Madison) ; He, He (Wisconsin U., Madison) ; Herndon, Matthew (Wisconsin U., Madison) ; Herve, Alain (Wisconsin U., Madison) ; Koraka, Charis Kleio (Wisconsin U., Madison) ; Lanaro, Armando (Wisconsin U., Madison) ; Loveless, Richard (Wisconsin U., Madison) ; Madhusudanan Sreekala, Jithin (Wisconsin U., Madison) ; Mallampalli, Abhishikth (Wisconsin U., Madison) ; Mohammadi, Abdollah (Wisconsin U., Madison) ; Mondal, Susmita (Wisconsin U., Madison) ; Parida, Ganesh (Wisconsin U., Madison) ; Pétré, Laurent (Wisconsin U., Madison) ; Pinna, Deborah (Wisconsin U., Madison) ; Savin, Alexander (Wisconsin U., Madison) ; Shang, Victor (Wisconsin U., Madison) ; Sharma, Varun (Wisconsin U., Madison) ; Smith, Wesley H. (Wisconsin U., Madison) ; Teague, Dylan (Wisconsin U., Madison) ; Tsoi, Ho Fung (Wisconsin U., Madison) ; Vetens, Wren (Wisconsin U., Madison) ; Warden, Abigail (Wisconsin U., Madison) ; Afanasiev, Serguei (Unlisted) ; Alexakhin, Vadim (Unlisted) ; Budkouski, Dzmitry (Unlisted) ; Golutvin, Igor (Unlisted) ; Gorbunov, Ilya (Unlisted) ; Karjavine, Vladimir (Unlisted) ; Kodolova, Olga (Unlisted ; Yerevan Phys. Inst.) ; Korenkov, Vladimir (Unlisted) ; Lanev, Alexander (Unlisted) ; Malakhov, Alexander (Unlisted) ; Matveev, Viktor (Unlisted) ; Nikitenko, Alexander (Unlisted ; Imperial Coll., London ; Yerevan Phys. Inst.) ; Palichik, Vladimir (Unlisted) ; Perelygin, Victor (Unlisted) ; Savina, Maria (Unlisted) ; Shalaev, Vladislav (Unlisted) ; Shmatov, Sergey (Unlisted) ; Shulha, Siarhei (Unlisted) ; Smirnov, Vitaly (Unlisted) ; Teryaev, Oleg (Unlisted) ; Voytishin, Nikolay (Unlisted) ; Yuldashev, Bekhzod S. (Unlisted ; Tashkent, IYF) ; Zarubin, Anatoli (Unlisted) ; Zhizhin, Ilia (Unlisted) ; Gavrilov, Genady (Unlisted) ; Golovtcov, Victor (Unlisted) ; Ivanov, Yury (Unlisted) ; Kim, Victor (Unlisted) ; Murzin, Victor (Unlisted) ; Oreshkin, Vadim (Unlisted) ; Sosnov, Dmitry (Unlisted) ; Sulimov, Valentin (Unlisted) ; Uvarov, Lev (Unlisted) ; Vorobyev, Alexey (Unlisted) ; Andreev, Yuri (Unlisted) ; Dermenev, Alexander (Unlisted) ; Gninenko, Sergei (Unlisted) ; Golubev, Nikolai (Unlisted) ; Karneyeu, Anton (Unlisted) ; Kirpichnikov, Dmitrii (Unlisted) ; Kirsanov, Mikhail (Unlisted) ; Krasnikov, Nikolai (Unlisted) ; Tlisova, Irina (Unlisted) ; Toropin, Alexander (Unlisted) ; Aushev, Tagir (Unlisted) ; Ivanov, Kirill (Unlisted) ; Gavrilov, Vladimir (Unlisted) ; Lychkovskaya, Natalia (Unlisted) ; Popov, Vladimir (Unlisted) ; Zhokin, Alexander (Unlisted) ; Chadeeva, Marina (Unlisted) ; Chistov, Ruslan (Unlisted) ; Polikarpov, Sergey (Unlisted) ; Andreev, Vladimir (Unlisted) ; Azarkin, Maksim (Unlisted) ; Kirakosyan, Martin (Unlisted) ; Terkulov, Adel (Unlisted) ; Boos, Edouard (Unlisted) ; Bunichev, Viacheslav (Unlisted) ; Dubinin, Mikhail (Unlisted ; Caltech) ; Dudko, Lev (Unlisted) ; Ershov, Alexander (Unlisted) ; Gribushin, Andrey (Unlisted) ; Kaminskiy, Alexandre (Unlisted) ; Klyukhin, Vyacheslav (Unlisted) ; Petrushanko, Sergey (Unlisted) ; Savrin, Viktor (Unlisted) ; Blinov, Vladimir (Unlisted) ; Dimova, Tatyana (Unlisted) ; Kozyrev, Aleksei (Unlisted) ; Radchenko, Olesia (Unlisted) ; Skovpen, Yuri (Unlisted) ; Kachanov, Vassili (Unlisted) ; Slabospitskii, Sergei (Unlisted) ; Uzunian, Andrey (Unlisted) ; Babaev, Anton (Unlisted) ; Borshch, Vladislav (Unlisted) ; Druzhkin, Dmitry (Unlisted)

Corporate author(s) CMS Collaboration
Publication 2024
Imprint 24 Dec 2024
Number of pages 41
Note Submitted to the Journal of Instrumentation. All figures and tables can be found at http://cms-results.web.cern.ch/cms-results/public-results/publications/MUO-24-001 (CMS Public Pages)
Subject category Particle Physics - Experiment
Accelerator/Facility, Experiment CERN LHC ; CMS
Keywords detector
Abstract ``Soft'' muons with a transverse momentum below 10 GeV are featured in many processes studied by the CMS experiment, such as decays of heavy-flavor hadrons or rare tau lepton decays. Maximizing the selection efficiency for these muons, while simultaneously suppressing backgrounds from long-lived light-flavor hadron decays, is therefore important for the success of the CMS physics program. Multivariate techniques have been shown to deliver better muon identification performance than traditional selection techniques. To take full advantage of the large data set currently being collected during Run 3 of the CERN LHC, a new multivariate classifier based on a gradient-boosted decision tree has been developed. It offers a significantly improved separation of signal and background muons compared to a similar classifier used for the analysis of the Run 2 data. The performance of the new classifier is evaluated on a data set collected with the CMS detector in 2022 and 2023, corresponding to an integrated luminosity of 62 fb$ ^{-1} $.
Other source Inspire
Copyright/License Preprint: © 2024-2025 CERN (License: CC-BY-4.0)
Submitted by [email protected]



 


 ჩანაწერი შექმნილია 2024-12-24, ბოლოს შესწორებულია 2025-01-10


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