Tumasyan, A and Adam, W and Andrejkovic, JW and Bergauer, T and Chatterjee, S and Damanakis, K and Dragicevic, M and Del Valle, AE and Frühwirth, R and Jeitler, M and Krammer, N and Lechner, L and Liko, D and Mikulec, I and Paulitsch, P and Pitters, FM and Schieck, J and Schöfbeck, R and Schwarz, D and Templ, S and Waltenberger, W and Wulz, C-E and Darwish, MR and De Wolf, EA and Janssen, T and Kello, T and Lelek, A and Sfar, HR and Van Mechelen, P and Van Putte, S and Van Remortel, N and Bols, ES and Dâ��Hondt, J and De Moor, A and Delcourt, M and Faham, HE and Lowette, S and Moortgat, S and Morton, A and Müller, D and Sahasransu, AR and Tavernier, S and Van Doninck, W and Vannerom, D and Beghin, D and Clerbaux, B and De Lentdecker, G and Favart, L and Lee, K and Mahdavikhorrami, M and Makarenko, I and Paredes, S and Pétré, L and Popov, A and Postiau, N and Starling, E and Thomas, L and Vanden Bemden, M and Vander Velde, C and Vanlaer, P and Dobur, D and Knolle, J and Lambrecht, L and Mestdach, G and Niedziela, M and Rendón, C and Roskas, C and Samalan, A and Skovpen, K and Tytgat, M and Van Den Bossche, N and Vermassen, B and Wezenbeek, L and Benecke, A and Bethani, A and Bruno, G and Bury, F and Caputo, C and David, P and Delaere, C and Donertas, IS and Giammanco, A and Jaffel, K and Jain, Sa and Lemaitre, V and Mondal, K and Prisciandaro, J and Taliercio, A and Tran, TT and Vischia, P and Wertz, S and Alves, GA and Hensel, C and Moraes, A and Teles, PR and Júnior, WLA and Pereira, MAG and Filho, MBF and Malbouisson, HB and Carvalho, W and Chinellato, J and Da Costa, EM and Da Silveira, GG and Damiao, DDJ and Sousa, VDS and De Souza, SF and Martins, J and Herrera, CM and Amarilo, KM and Mundim, L and Nogima, H and Santoro, A and Amaral, SMSD and Sznajder, A and Thiel, M and De Araujo, FTDS and Pereira, AV and Bernardes, CA and Calligaris, L and Tomei, TRFP and Gregores, EM and Lemos, DS and Mercadante, PG and Novaes, SF and Padula, SS and Aleksandrov, A and Antchev, G and Hadjiiska, R and Iaydjiev, P and Misheva, M and Rodozov, M and Shopova, M and Sultanov, G and Dimitrov, A and Ivanov, T and Litov, L and Pavlov, B and Petkov, P and Petrov, A and Cheng, T and Javaid, T and Mittal, M and Yuan, L and Ahmad, M and Bauer, G and Dozen, C and Hu, Z and Wang, Y and Yi, K and Chapon, E and Chen, GM and Chen, HS and Chen, M and Iemmi, F and Kapoor, A and Liao, H and Liu, Z-A and Milosevic, V and Monti, F and Sharma, R and Tao, J and Thomas-Wilsker, J and Wang, J and Zhang, H and Zhao, J and Agapitos, A and An, Y and Ban, Y and Chen, C and Levin, A and Li, Q and Lyu, X and Mao, Y and Qian, SJ and Wang, D and Xiao, J and Yang, H and Lu, M and You, Z and Gao, X and Leggat, D and Okawa, H and Zhang, Y and Lin, Z and Xiao, M and Avila, C and Cabrera, A and Florez, C and Fraga, J and Guisao, JM and Ramirez, F and Alvarez, JDR and Giljanovic, D and Godinovic, N and Lelas, D and Puljak, I and Antunovic, Z and Kovac, M and Sculac, T and Brigljevic, V and Ferencek, D and Majumder, D and Roguljic, M and Starodumov, A and Susa, T and Attikis, A and Christoforou, K and Kole, G and Kolosova, M and Konstantinou, S and Mousa, J and Nicolaou, C and Ptochos, F and Razis, PA and Rykaczewski, H and Saka, H and Finger, M and Finger, Jr and Kveton, A and Ayala, E and Jarrin, EC and Abdalla, H and Assran, Y and Lotfy, A and Mahmoud, MA and Bhowmik, S and Dewanjee, RK and Ehataht, K and Kadastik, M and Nandan, S and Nielsen, C and Pata, J and Raidal, M and Tani, L and Veelken, C and Eerola, P and Kirschenmann, H and Osterberg, K and Voutilainen, M and Bharthuar, S and Brücken, E and Garcia, F and Havukainen, J and Kim, MS and Kinnunen, R and Lampén, T and Lassila-Perini, K and Lehti, S and Lindén, T and Lotti, M and Martikainen, L and Myllymäki, M and Ott, J and Rantanen, Mm and Siikonen, H and Tuominen, E and Tuominiemi, J and Luukka, P and Petrow, H and Tuuva, T and Amendola, C and Besancon, M and Couderc, F and Dejardin, M and Denegri, D and Faure, JL and Ferri, F and Ganjour, S and Gras, P and de Monchenault, GH and Jarry, P and Lenzi, B and Lohezic, V and Malcles, J and Rander, J and Rosowsky, A and Sahin, MÃ� and Savoy-Navarro, A and Simkina, P and Titov, M and Yu, GB and Ahuja, S and Barrera, CB and Beaudette, F and Bonanomi, M and Perraguin, AB and Busson, P and Cappati, A and Charlot, C and Davignon, O and Diab, B and Falmagne, G and Alves, BAFS and Ghosh, S and de Cassagnac, RG and Hakimi, A and Harikrishnan, B and Motta, J and Nguyen, M and Ochando, C and Paganini, P and Portales, L and Rembser, J and Salerno, R and Sarkar, U and Sauvan, JB and Sirois, Y and Tarabini, A and Zabi, A and Zghiche, A and Agram, J-L and Andrea, J and Apparu, D and Bloch, D and Bourgatte, G and Brom, J-M and Chabert, EC and Collard, C and Darej, D and Fontaine, J-C and Goerlach, U and Grimault, C and Le Bihan, A-C and Nibigira, E and Van Hove, P and Beauceron, S and Bernet, C and Boudoul, G and Camen, C and Carle, A and Chanon, N and Contardo, D and Depasse, P and Mamouni, HE and Fay, J and Gascon, S and Gouzevitch, M and Ille, B and Laktineh, IB and Lethuillier, M and Mirabito, L and Perries, S and Shchablo, K and Sordini, V and Torterotot, L and Vander Donckt, M and Viret, S and Chokheli, D and Lomidze, I and Tsamalaidze, Z and Botta, V and Feld, L and Klein, K and Lipinski, M and Meuser, D and Pauls, A and Röwert, N and Schulz, J and Teroerde, M and Dodonova, A and Eich, N and Eliseev, D and Erdmann, M and Fackeldey, P and Fischer, B and Hebbeker, T and Hoepfner, K and Ivone, F and Lee, My and Mastrolorenzo, L and Merschmeyer, M and Meyer, A and Mondal, S and Mukherjee, S and Noll, D and Novak, A and Pozdnyakov, A and Rath, Y and Reithler, H and Schmidt, A and Schuler, SC and Sharma, A and Vigilante, L and Wiedenbeck, S and Zaleski, S and Dziwok, C and Flügge, G and Ahmad, WH and Hlushchenko, O and Kress, T and Nowack, A and Pooth, O and Roy, D and Stahl, A and Ziemons, T and Zotz, A and Petersen, HA and Martin, MA and Asmuss, P and Baxter, S and Bayatmakou, M and Behnke, O and MartÃnez, AB and Bhattacharya, S and Anuar, AAB and Blekman, F and Borras, K and Brunner, D and Campbell, A and Cardini, A and Cheng, C and Colombina, F and RodrÃguez, SC and Silva, GC and De Silva, M and Didukh, L and Eckerlin, G and Eckstein, D and Banos, LIE and Filatov, O and Gallo, E and Geiser, A and Giraldi, A and Greau, G and Grohsjean, A and Guglielmi, V and Guthoff, M and Jafari, A and Jomhari, NZ and Kaech, B and Kasem, A and Kasemann, M and Kaveh, H and Kleinwort, C and Kogler, R and Krücker, D and Lange, W and Lipka, K and Lohmann, W and Mankel, R and Melzer-Pellmann, I-A and Morentin, MM and Metwally, J and Meyer, AB and Meyer, M and Mormile, M and Mussgiller, A and Nürnberg, A and Otarid, Y and Adán, DP and Pitzl, D and Raspereza, A and Lopes, BR and Rübenach, J and Saggio, A and Saibel, A and Savitskyi, M and Scham, M and Scheurer, V and Schnake, S and Schütze, P and Schwanenberger, C and Shchedrolosiev, M and Ricardo, RES and Stafford, D and Tonon, N and Van De Klundert, M and Vazzoler, F and Walsh, R and Walter, D and Wang, Q and Wen, Y and Wichmann, K and Wiens, L and Wissing, C and Wuchterl, S and Santos, AZC and Aggleton, R and Albrecht, S and Bein, S and Benato, L and Connor, P and De Leo, K and Eich, M and Morabit, KE and Feindt, F and Fröhlich, A and Garbers, C and Garutti, E and Hajheidari, M and Haller, J and Hinzmann, A and Kasieczka, G and Klanner, R and Kramer, T and Kutzner, V and Lange, J and Lange, T and Lobanov, A and Malara, A and Matthies, C and Mehta, A and Moureaux, L and Nigamova, A and Rodriguez, KJP and Rieger, M and Rieger, O and Schleper, P and Schröder, M and Schwandt, J and Stadie, H and Steinbrück, G and Tews, A and Bechtel, J and Brommer, S and Burkart, M and Butz, E and Caspart, R and Chwalek, T and De Boer, W and Dierlamm, A and Droll, A and Faltermann, N and Giffels, M and Gosewisch, JO and Gottmann, A and Hartmann, F and Heidecker, C and Horzela, M and Husemann, U and Keicher, P and Koppenhöfer, R and Maier, S and Mitra, S and Müller, Th and Neukum, M and Quast, G and Rabbertz, K and Rauser, J and Savoiu, D and Schnepf, M and Seith, D and Shvetsov, I and Simonis, HJ and Ulrich, R and van der Linden, J and Von Cube, RF and Wassmer, M and Weber, M and Wieland, S and Wolf, R and Wozniewski, S and Wunsch, S and Anagnostou, G and Assiouras, P and Daskalakis, G and Kyriakis, A and Stakia, A and Diamantopoulou, M and Karasavvas, D and Kontaxakis, P and Koraka, CK and Manousakis-Katsikakis, A and Panagiotou, A and Papavergou, I and Saoulidou, N and Theofilatos, K and Tziaferi, E and Vellidis, K and Vourliotis, E and Bakas, G and Kousouris, K and Papakrivopoulos, I and Tsipolitis, G and Zacharopoulou, A and Adamidis, K and Bestintzanos, I and Evangelou, I and Foudas, C and Gianneios, P and Katsoulis, P and Kokkas, P and Manthos, N and Papadopoulos, I and Strologas, J and Csanád, M and Farkas, K and Gadallah, MMA and Lökös, S and Major, P and Mandal, K and Pásztor, G and Rádl, AJ and Surányi, O and Veres, GI and Bartók, M and Bencze, G and Hajdu, C and Horvath, D and Sikler, F and Veszpremi, V and Czellar, S and Fasanella, D and Fienga, F and Karancsi, J and Molnar, J and Szillasi, Z and Teyssier, D and Raics, P and Trocsanyi, ZL and Ujvari, B and Csorgo, T and Nemes, F and Novak, T and Bansal, S and Beri, SB and Bhatnagar, V and Chaudhary, G and Chauhan, S and Dhingra, N and Gupta, R and Kaur, A and Kaur, H and Kaur, M and Kumari, P and Meena, M and Sandeep, K and Singh, JB and Virdi, AK and Ahmed, A and Bhardwaj, A and Choudhary, BC and Gola, M and Keshri, S and Kumar, A and Naimuddin, M and Priyanka, P and Ranjan, K and Saumya, S and Shah, A and Bhattacharya, R and Bhowmik, D and Dutta, S and Gomber, B and Maity, M and Palit, P and Rout, PK and Saha, G and Sahu, B and Sarkar, S and Sharan, M and Behera, PK and Behera, SC and Kalbhor, P and Komaragiri, JR and Kumar, D and Muhammad, A and Panwar, L and Pradhan, R and Pujahari, PR and Sikdar, AK and Tiwari, PC and Naskar, K and Aziz, T and Dugad, S and Kumar, M and Mohanty, GB and Banerjee, S and Chudasama, R and Guchait, M and Karmakar, S and Kumar, S and Majumder, G and Mazumdar, K and Bahinipati, S and Kar, C and Mal, P and Mishra, T and Bindhu, VKMN and Nayak, A and Saha, P and Sur, N and Swain, SK and Vats, D and Alpana, A and Dube, S and Kansal, B and Laha, A and Pandey, S and Rastogi, A and Sharma, S and Khazaie, E and Sedghi, M and Zeinali, M and Chenarani, S and Etesami, SM and Khakzad, M and Najafabadi, MM and Grunewald, M and Abbrescia, M and Aly, R and Aruta, C and Colaleo, A and Creanza, D and De Filippis, N and De Palma, M and Di Florio, A and Elmetenawee, W and Errico, F and Fiore, L and Iaselli, G and Ince, M and Lezki, S and Maggi, G and Maggi, M and Margjeka, I and Mastrapasqua, V and My, S and Nuzzo, S and Pellecchia, A and Pompili, A and Pugliese, G and Ramos, D and Ranieri, A and Selvaggi, G and Silvestris, L and Simone, FM and Sözbilir, Ã� and Venditti, R and Verwilligen, P and Abbiendi, G and Battilana, C and Bonacorsi, D and Borgonovi, L and Brigliadori, L and Campanini, R and Capiluppi, P and Castro, A and Cavallo, FR and Ciocca, C and Cuffiani, M and Dallavalle, GM and Diotalevi, T and Fabbri, F and Fanfani, A and Giacomelli, P and Giommi, L and Grandi, C and Guiducci, L and Meo, SL and Lunerti, L and Marcellini, S and Masetti, G and Navarria, FL and Perrotta, A and Primavera, F and Rossi, AM and Rovelli, T and Siroli, GP and Albergo, S and Costa, S and Di Mattia, A and Potenza, R and Tricomi, A and Tuve, C and Barbagli, G and Camaiani, B and Cassese, A and Ceccarelli, R and Ciulli, V and Civinini, C and Dâ��Alessandro, R and Focardi, E and Latino, G and Lenzi, P and Lizzo, M and Meschini, M and Paoletti, S and Seidita, R and Sguazzoni, G and Viliani, L and Benussi, L and Bianco, S and Piccolo, D and Bozzo, M and Ferro, F and Mulargia, R and Robutti, E and Tosi, S and Benaglia, A and Boldrini, G and Brivio, F and Cetorelli, F and De Guio, F and Dinardo, ME and Dini, P and Gennai, S and Ghezzi, A and Govoni, P and Guzzi, L and Lucchini, MT and Malberti, M and Malvezzi, S and Massironi, A and Menasce, D and Moroni, L and Paganoni, M and Pedrini, D and Pinolini, BS and Ragazzi, S and Redaelli, N and de Fatis, TT and Valsecchi, D and Zuolo, D and Buontempo, S and Carnevali, F and Cavallo, N and De Iorio, A and Fabozzi, F and Iorio, AOM and Lista, L and Meola, S and Paolucci, P and Rossi, B and Sciacca, C and Azzi, P and Bacchetta, N and Bisello, D and Bortignon, P and Bragagnolo, A and Carlin, R and Checchia, P and Dorigo, T and Dosselli, U and Gasparini, F and Gasparini, U and Grosso, G and Layer, L and Lusiani, E and Margoni, M and Marini, F and Meneguzzo, AT and Pazzini, J and Ronchese, P and Rossin, R and Simonetto, F and Strong, G and Tosi, M and Yarar, H and Zanetti, M and Zotto, P and Zucchetta, A and Zumerle, G and Aimè, C and Braghieri, A and Calzaferri, S and Fiorina, D and Montagna, P and Ratti, SP and Re, V and Riccardi, C and Salvini, P and Vai, I and Vitulo, P and Asenov, P and Bilei, GM and Ciangottini, D and Fanò, L and Magherini, M and Mantovani, G and Mariani, V and Menichelli, M and Moscatelli, F and Piccinelli, A and Presilla, M and Rossi, A and Santocchia, A and Spiga, D and Tedeschi, T and Azzurri, P and Bagliesi, G and Bertacchi, V and Bianchini, L and Boccali, T and Bossini, E and Bruschini, D and Castaldi, R and Ciocci, MA and Dâ��Amante, V and Dellâ��Orso, R and Di Domenico, MR and Donato, S and Giassi, A and Ligabue, F and Manca, E and Mandorli, G and Figueiredo, DM and Messineo, A and Musich, M and Palla, F and Parolia, S and Ramirez-Sanchez, G and Rizzi, A and Rolandi, G and Chowdhury, SR and Scribano, A and Shafiei, N and Spagnolo, P and Tenchini, R and Tonelli, G and Turini, N and Venturi, A and Verdini, PG and Barria, P and Campana, M and Cavallari, F and Del Re, D and Di Marco, E and Diemoz, M and Longo, E and Meridiani, P and Organtini, G and Pandolfi, F and Paramatti, R and Quaranta, C and Rahatlou, S and Rovelli, C and Santanastasio, F and Soffi, L and Tramontano, R and Amapane, N and Arcidiacono, R and Argiro, S and Arneodo, M and Bartosik, N and Bellan, R and Bellora, A and Antequera, JB and Biino, C and Cartiglia, N and Costa, M and Covarelli, R and Demaria, N and Grippo, M and Kiani, B and Legger, F and Mariotti, C and Maselli, S and Mecca, A and Migliore, E and Monteil, E and Monteno, M and Obertino, MM and Ortona, G and Pacher, L and Pastrone, N and Pelliccioni, M and Ruspa, M and Shchelina, K and Siviero, F and Sola, V and Solano, A and Soldi, D and Staiano, A and Tornago, M and Trocino, D and Umoret, G and Vagnerini, A and Belforte, S and Candelise, V and Casarsa, M and Cossutti, F and Da Rold, A and Della Ricca, G and Sorrentino, G and Dogra, S and Huh, C and Kim, B and Kim, DH and Kim, GN and Kim, J and Lee, J and Lee, SW and Moon, CS and Oh, YD and Pak, SI and Sekmen, S and Yang, YC and Kim, H and Moon, DH and Asilar, E and Francois, B and Kim, TJ and Park, J and Cho, S and Choi, S and Hong, B and Lee, KS and Lim, J and Park, SK and Yoo, J and Goh, J and Gurtu, A and Kim, HS and Kim, Y and Almond, J and Bhyun, JH and Choi, J and Jeon, S and Kim, JS and Ko, S and Kwon, H and Lee, H and Lee, S and Oh, BH and Oh, M and Oh, SB and Seo, H and Yang, UK and Yoon, I and Jang, W and Kang, DY and Kang, Y and Kim, S and Ko, B and Lee, JSH and Lee, Y and Merlin, JA and Park, IC and Roh, Y and Ryu, MS and Song, D and Watson, IJ and Yang, S and Ha, S and Yoo, HD and Choi, M and Yu, I and Beyrouthy, T and Maghrbi, Y and Dreimanis, K and Veckalns, V and Ambrozas, M and De Oliveira, ACA and Juodagalvis, A and Rinkevicius, A and Tamulaitis, G and Norjoharuddeen, NB and Hoh, SY and Zolkapli, Z and Benitez, JF and Hernandez, AC and Acosta, HAE and MarÃñez, LGG and Coello, ML and Quijada, JAM and Sehrawat, A and Palomo, LV and Ayala, G and Castilla-Valdez, H and De La Cruz-Burelo, E and La Cruz, IH-D and Lopez-Fernandez, R and Herrera, CAM and Navarro, DAP and Reyes-Almanza, R and Hernández, AS and Barrera, CO and Valencia, FV and Pedraza, I and Ibarguen, HAS and Estrada, CU and Bubanja, I and Mijuskovic, J and Raicevic, N and Krofcheck, D and Butler, PH and Ahmad, A and Asghar, MI and Awais, A and Awan, MIM and Gul, M and Hoorani, HR and Khan, WA and Shah, MA and Shoaib, M and Waqas, M and Avati, V and Grzanka, L and Malawski, M and Bialkowska, H and Bluj, M and Boimska, B and Górski, M and Kazana, M and Szleper, M and Zalewski, P and Bunkowski, K and Doroba, K and Kalinowski, A and Konecki, M and Krolikowski, J and Araujo, M and Bargassa, P and Bastos, D and Boletti, A and Faccioli, P and Gallinaro, M and Hollar, J and Leonardo, N and Niknejad, T and Pisano, M and Seixas, J and Toldaiev, O and Varela, J and Adzic, P and Dordevic, M and Milenovic, P and Milosevic, J and Aguilar-Benitez, M and Maestre, JA and Fernández, AÃ� and Bachiller, I and Luna, MB and Bedoya, CF and Montoya, CAC and Cepeda, M and Cerrada, M and Colino, N and De La Cruz, B and Peris, AD and Ramos, JPF and Flix, J and Fouz, MC and Lopez, OG and Lopez, SG and Hernandez, JM and Josa, MI and Holgado, JL and Moran, D and Tobar, Ã�N and Dengra, CP and Yzquierdo, AP-C and Pelayo, JP and Redondo, I and Romero, L and Navas, SS and Gómez, LU and Willmott, C and de Trocóniz, JF and Gonzalez, BA and Cuevas, J and Menendez, JF and Folgueras, S and Caballero, IG and Fernández, JRG and Cortezon, EP and Ã�lvarez, CR and Bouza, VR and RodrÃguez, AS and Trapote, A and Trevisani, N and Villalba, CV and Cifuentes, JAB and Cabrillo, IJ and Calderon, A and Campderros, JD and Fernandez, M and Madrazo, CF and Manteca, PJF and Alonso, AG and Gomez, G and Rivero, CM and del Arbol, PMR and Matorras, F and Cuevas, PM and Gomez, JP and Prieels, C and Ruiz-Jimeno, A and Scodellaro, L and Vila, I and Garcia, JMV and Jayananda, MK and Kailasapathy, B and Sonnadara, DUJ and Wickramarathna, DDC and Dharmaratna, WGD and Liyanage, K and Perera, N and Wickramage, N and Aarrestad, TK and Abbaneo, D and Alimena, J and Auffray, E and Auzinger, G and Baechler, J and Baillon, P and Barney, D and Bendavid, J and Bianco, M and Bilin, B and Bocci, A and Caillol, C and Camporesi, T and Garrido, MC and Cerminara, G and Chernyavskaya, N and Chhibra, SS and Choudhury, S and Cipriani, M and Cristella, L and dâ��Enterria, D and Dabrowski, A and David, A and De Roeck, A and Defranchis, MM and Deile, M and Dobson, M and Dünser, M and Dupont, N and Elliott-Peisert, A and Fallavollita, F and Florent, A and Forthomme, L and Franzoni, G and Funk, W and Giani, S and Gigi, D and Gill, K and Glege, F and Gouskos, L and Govorkova, E and Haranko, M and Hegeman, J and Innocente, V and James, T and Janot, P and Kaspar, J and Kieseler, J and Komm, M and Kratochwil, N and Lange, C and Laurila, S and Lecoq, P and Lintuluoto, A and Lourenço, C and Maier, B and Malgeri, L and Mallios, S and Mannelli, M and Marini, AC and Meijers, F and Mersi, S and Meschi, E and Moortgat, F and Mulders, M and Orfanelli, S and Orsini, L and Pantaleo, F and Perez, E and Peruzzi, M and Petrilli, A and Petrucciani, G and Pfeiffer, A and Pierini, M and Piparo, D and Pitt, M and Qu, H and Quast, T and Rabady, D and Racz, A and Gutiérrez, GR and Rovere, M and Sakulin, H and Salfeld-Nebgen, J and Scarfi, S and Selvaggi, M and Silva, P and Snoeys, W and Sphicas, P and Leiton, AGS and Summers, S and Tatar, K and Tavolaro, VR and Treille, D and Tropea, P and Tsirou, A and Wanczyk, J and Wozniak, KA and Zeuner, WD and Caminada, L and Ebrahimi, A and Erdmann, W and Horisberger, R and Ingram, Q and Kaestli, HC and Kotlinski, D and Missiroli, M and Noehte, L and Rohe, T and Androsov, K and Backhaus, M and Berger, P and Calandri, A and De Cosa, A and Dissertori, G and Dittmar, M and DonegÃ, M and Dorfer, C and Eble, F and Gedia, K and Glessgen, F and Espinosa, TAG and Grab, C and Hits, D and Lustermann, W and Lyon, A-M and Manzoni, RA and Marchese, L and Perez, CM and Meinhard, MT and Nessi-Tedaldi, F and Niedziela, J and Pauss, F and Perovic, V and Pigazzini, S and Ratti, MG and Reichmann, M and Reissel, C and Reitenspiess, T and Ristic, B and Ruini, D and Becerra, DAS and Steggemann, J and Wallny, R and Amsler, C and Bärtschi, P and Botta, C and Brzhechko, D and Canelli, MF and Cormier, K and De Wit, A and Del Burgo, R and Heikkilä, JK and Huwiler, M and Jin, W and Jofrehei, A and Kilminster, B and Leontsinis, S and Liechti, SP and Macchiolo, A and Meiring, P and Mikuni, VM and Molinatti, U and Neutelings, I and Reimers, A and Robmann, P and Cruz, SS and Schweiger, K and Senger, M and Takahashi, Y and Adloff, C and Kuo, CM and Lin, W and Roy, A and Sarkar, T and Yu, SS and Ceard, L and Chao, Y and Chen, KF and Chen, PH and Chen, Ps and Cheng, H and Hou, W-S and Li, Yy and Lu, R-S and Paganis, E and Psallidas, A and Steen, A and Wu, Hy and Yazgan, E and Yu, Pr and Asavapibhop, B and Asawatangtrakuldee, C and 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Lychkovskaya, N and Makarenko, V and Malakhov, A and Matveev, V and Murzin, V and Nikitenko, A and Obraztsov, S and Okhotnikov, V and Oreshkin, V and Oskin, A and Ovtin, I and Palichik, V and Parygin, P and Pashenkov, A and Perelygin, V and Petrushanko, S and Pivovarov, G and Polikarpov, S and Popov, V and Popova, E and Radchenko, O and Savina, M and Savrin, V and Selivanova, D and Shalaev, V and Shmatov, S and Shulha, S and Skovpen, Y and Slabospitskii, S and Smirnov, I and Smirnov, V and Sosnov, D and Stepennov, A and Sulimov, V and Tcherniaev, E and Terkulov, A and Teryaev, O and Toms, M and Toropin, A and Uvarov, L and Uzunian, A and Vlasov, E and Volkov, S and Vorobyev, A and Voytishin, N and Yuldashev, BS and Zarubin, A and Zhizhin, I and Zhokin, A and Collaboration, CMS (2023) Reconstruction of decays to merged photons using end-to-end deep learning with domain continuation in the CMS detector. In: Physical Review D, 108 (5).
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Abstract
A novel technique based on machine learning is introduced to reconstruct the decays of highly Lorentz-boosted particles. Using an end-to-end deep learning strategy, the technique bypasses existing rule-based particle reconstruction methods typically used in high energy physics analyses. It uses minimally processed detector data as input and directly outputs particle properties of interest. The new technique is demonstrated for the reconstruction of the invariant mass of particles decaying in the CMS detector. The decay of a hypothetical scalar particle Formula Presented into two photons, Formula Presented, is chosen as a benchmark decay. Lorentz boosts Formula Presented are considered, ranging from regimes where both photons are resolved to those where the photons are closely merged as one object. A training method using domain continuation is introduced, enabling the invariant mass reconstruction of unresolved photon pairs in a novel way. The new technique is validated using Formula Presented decays in LHC collision data. © 2023 CERN, for the CMS Collaboration.
| Item Type: | Journal Article |
|---|---|
| Publication: | Physical Review D |
| Publisher: | American Physical Society |
| Additional Information: | The copyright for this article belongs to authors. |
| Department/Centre: | Division of Physical & Mathematical Sciences > Centre for High Energy Physics |
| Date Deposited: | 14 Dec 2024 00:48 |
| Last Modified: | 14 Dec 2024 00:48 |
| URI: | http://eprints.iisc.ac.in/id/eprint/85443 |
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