Identification of Low-Momentum Muons in the CMS Detector Using Multivariate Techniques in Proton-Proton Collisions at √s=13.6 TeV
| dc.contributor.author | Chekhovsky, V. | |
| dc.contributor.author | Hayrapetyan, A. | |
| dc.contributor.author | Makarenko, V. | |
| dc.contributor.author | Tumasyan, A. | |
| dc.contributor.author | Adam, W. | |
| dc.contributor.author | Andrejkovic, J. W. | |
| dc.contributor.author | Kumar, A. | |
| dc.date.accessioned | 2025-06-11T20:29:49Z | |
| dc.date.available | 2025-06-11T20:29:49Z | |
| dc.date.issued | 2025 | |
| dc.description.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). | en_US |
| dc.description.sponsorship | FWF; FNRS; FWO (Belgium); CNPq; CAPES; FAPERJ; FAPERGS; FAPESP (Brazil); BNSF (Bulgaria); MoST; NSFC (China); CSF (Croatia); RIF (Cyprus); SENESCYT (Ecuador); ERC PRG [MoER TK202]; Academy of Finland; MEC; CEA; CNRS/IN2P3 (France); SRNSF; BMBF; DFG; HGF (Germany); NKFIH (Hungary); DAE; DST; IPM; SFI (Ireland); INFN (Italy); NRF (Republic of Korea); MES (Latvia); MOE; UM (Malaysia); BUAP; CONACYT; UASLP-FAI (Mexico); PAEC (Pakistan); FCT (Portugal); MESTD (Serbia); PCTI (Spain); MOSTR (Sri Lanka); Swiss Funding Agencies (Switzerland); NSTDA; TUBITAK; DOE; NSF; Marie-Curie program; European Research Council; Horizon 2020 Grant [675440, 724704, 752730, 758316, 765710, 824093, 101115353, 101002207]; COST Action [CA16108]; Leventis Foundation; Alfred P. Sloan Foundation; Alexander von Humboldt Foundation; Science Committee [22rl-037]; Belgian Federal Science Policy Office; Fonds pour la Formation a la Recherche dans l'Industrie et dans l'Agriculture (FRIA-Belgium); FWO (Belgium) under the "Excellence of Science -EOS [30820817]; Be.ing Municipal Science & Technology Commission [Z191100007219010]; Fundamental Research Funds for the Central Universities (China); Ministry of Education, Youth and Sports (MEYS) of the Czech Republic; Shota Rustaveli National Science Foundation [FR-22-985]; Deutsche Forschungsgemeinschaft (DFG) [EXC 2121, 400140256 -GRK2497]; Hellenic Foundation for Research and Innovation (HFRI) [2288]; Hungarian Academy of Sciences [K 131991, K 133046, K 138136, K 143460, K 143477, K 146913, K 146914, K 147048, 2020-2.2.1-ED-2021-00181, TKP2021-NKTA-64, 2021-4.1.2-NEMZ_KI-2024-00036]; Council of Science and Industrial Research, India - NextGenerationEU program (Italy); Latvian Council of Science; Ministry of Education and Science [2022/WK/14]; National Science Center [Opus 2021/41/B/ST2/01369, 2021/43/B/ST2/01552]; Fundacao para a Ciencia e a Tecnologia [CEECIND/01334/2018]; National Priorities Research Program by Qatar National Research Fund [MCIN/AEI/10.13039/501100011033]; ERDF "a way of making Europe" [MDM-2017-0765]; Programa Severo Ochoa del Principado de Asturias (Spain); National Science, Research and Innovation Fund via the Program Management Unit for Human Resources & Institutional Development, Research and Innovation [B39G670016]; Kavli Foundation; Nvidia Corporation; SuperMicro Corporation; Welch Foundation [C-1845]; Weston Havens Foundation (U.S.A.) | en_US |
| dc.description.sponsorship | We congratulate our colleagues in the CERN accelerator departments for the excellent performance of the LHC and thank the technical and administrative staffs at CERN and at other CMS institutes for their contributions to the success of the CMS effort. In addition, we gratefully acknowledge the computing centers and personnel of the Worldwide LHC Computing Grid and other centers for delivering so effectively the computing infrastructure essential to our analyses. Finally, we acknowledge the enduring support for the construction and operation of the LHC, the CMS detector, and the supporting computing infrastructure provided by the following funding agencies: SC (Armenia), BMBWF and FWF (Austria); FNRS and FWO (Belgium); CNPq, CAPES, FAPERJ, FAPERGS, and FAPESP (Brazil); MES and BNSF (Bulgaria); CERN; CAS, MoST, and NSFC (China); MINCIENCIAS (Colombia); MSES and CSF (Croatia); RIF (Cyprus); SENESCYT (Ecuador); ERC PRG, RVTT3 and MoER TK202 (Estonia); Academy of Finland, MEC, and HIP (Finland); CEA and CNRS/IN2P3 (France); SRNSF (Georgia); BMBF, DFG, and HGF (Germany); GSRI (Greece); NKFIH (Hungary); DAE and DST (India); IPM (Iran); SFI (Ireland); INFN (Italy); MSIP and NRF (Republic of Korea); MES (Latvia); LMTLT (Lithuania); MOE and UM (Malaysia); BUAP, CINVESTAV, CONACYT, LNS, SEP, and UASLP-FAI (Mexico); MOS (Montenegro); MBIE (New Zealand); PAEC (Pakistan); MES and NSC (Poland); FCT (Portugal); MESTD (Serbia); MCIN/AEI and PCTI (Spain); MOSTR (Sri Lanka); Swiss Funding Agencies (Switzerland); MST (Taipei); MHESI and NSTDA (Thailand); TUBITAK and TENMAK (Turkey); NASU (Ukraine); STFC (United Kingdom); DOE and NSF (U.S.A.). Individuals have received support from the Marie-Curie program and the European Research Council and Horizon 2020 Grant, contract Nos. 675440, 724704, 752730, 758316, 765710, 824093, 101115353, 101002207, and COST Action CA16108 (European Union); the Leventis Foundation; the Alfred P. Sloan Foundation; the Alexander von Humboldt Foundation; the Science Committee, project no. 22rl-037 (Armenia); the Belgian Federal Science Policy Office; the Fonds pour la Formation a la Recherche dans l'Industrie et dans l'Agriculture (FRIA-Belgium); the F.R.S.-FNRS and FWO (Belgium) under the "Excellence of Science -EOS" -be.h project n. 30820817; the Be.ing Municipal Science & Technology Commission, No. Z191100007219010 and Fundamental Research Funds for the Central Universities (China); the Ministry of Education, Youth and Sports (MEYS) of the Czech Republic; the Shota Rustaveli National Science Foundation, grant FR-22-985 (Georgia); the Deutsche Forschungsgemeinschaft (DFG), among others, under Germany's Excellence Strategy -EXC 2121 "Quantum Universe" -390833306, and under project number 400140256 -GRK2497; the Hellenic Foundation for Research and Innovation (HFRI), Project Number 2288 (Greece); the Hungarian Academy of Sciences, the New National Excellence Program -UNKP, the NKFIH research grants K 131991, K 133046, K 138136, K 143460, K 143477, K 146913, K 146914, K 147048, 2020-2.2.1-ED-2021-00181, TKP2021-NKTA-64, and 2021-4.1.2-NEMZ_KI-2024-00036 (Hungary); the Council of Science and Industrial Research, India; ICSC -National Research Center for High Performance Computing, Big Data and Quantum Computing and FAIR -Future Artificial Intelligence Research, funded by the NextGenerationEU program (Italy); the Latvian Council of Science; the Ministry of Education and Science, project no. 2022/WK/14, and the National Science Center, contracts Opus 2021/41/B/ST2/01369 and 2021/43/B/ST2/01552 (Poland); the Fundacao para a Ciencia e a Tecnologia, grant CEECIND/01334/2018 (Portugal); the National Priorities Research Program by Qatar National Research Fund; MCIN/AEI/10.13039/501100011033, ERDF "a way of making Europe", and the Programa Estatal de Fomento de la Investigacion Cientifica y Tecnica de Excelencia Maria de Maeztu, grant MDM-2017-0765 and Programa Severo Ochoa del Principado de Asturias (Spain); the Chulalongkorn Academic into Its 2nd Century Project Advancement Project, and the National Science, Research and Innovation Fund via the Program Management Unit for Human Resources & Institutional Development, Research and Innovation, grant B39G670016 (Thailand); the Kavli Foundation; the Nvidia Corporation; the SuperMicro Corporation; the Welch Foundation, contract C-1845; and the Weston Havens Foundation (U.S.A.). | en_US |
| dc.identifier.doi | 10.1088/1748-0221/20/04/P04021 | |
| dc.identifier.issn | 1748-0221 | |
| dc.identifier.scopus | 2-s2.0-105004415262 | |
| dc.identifier.uri | https://doi.org/10.1088/1748-0221/20/04/P04021 | |
| dc.language.iso | en | en_US |
| dc.publisher | IOP Publishing Ltd | en_US |
| dc.relation.ispartof | Journal of Instrumentation | en_US |
| dc.rights | info:eu-repo/semantics/openAccess | en_US |
| dc.subject | Data Processing Methods | en_US |
| dc.subject | Performance of High Energy Physics Detectors | en_US |
| dc.title | Identification of Low-Momentum Muons in the CMS Detector Using Multivariate Techniques in Proton-Proton Collisions at √s=13.6 TeV | en_US |
| dc.type | Article | en_US |
| dspace.entity.type | Publication | |
| gdc.author.wosid | Behera, Prafulla/Aak-8686-2020 | |
| gdc.author.wosid | Hacisahinoglu, Burak/Mhq-0457-2025 | |
| gdc.author.wosid | Navarro-Tobar, Álvaro/K-7864-2014 | |
| gdc.author.wosid | Yuldashev, Bekhzod/Aaa-5876-2021 | |
| gdc.author.wosid | Navarria, Francesco/Acp-7823-2022 | |
| gdc.author.wosid | Tornago, Marta/Ngs-5785-2025 | |
| gdc.author.wosid | Maestre, Juan/I-5763-2015 | |
| gdc.bip.impulseclass | C5 | |
| gdc.bip.influenceclass | C5 | |
| gdc.bip.popularityclass | C5 | |
| gdc.coar.access | open access | |
| gdc.coar.type | text::journal::journal article | |
| gdc.description.department | Konya Technical University | en_US |
| gdc.description.departmenttemp | [Chekhovsky, V.; Hayrapetyan, A.; Makarenko, V.; Tumasyan, A.; Kodolova, O.; Nikitenko, A.] Yerevan Phys Inst, Yerevan, Armenia; [Adam, W.; Andrejkovic, J. W.; Benato, L.; Bergauer, T.; Chatterjee, S.; Damanakis, K.; Dragicevic, M.; Hussain, P. S.; Jeitler, M.; Krammer, N.; Li, A.; Liko, D.; Mikulec, I.; Schieck, J.; Schoefbeck, R.; Schwarz, D.; Sonawane, M.; Waltenberger, W.; Wulz, C. -E.] Inst Hochenergiephys, Vienna, Austria; [Janssen, T.; Kwon, H.; Van Laer, T.; Van Mechelen, P.] Univ Antwerp, Antwerp, Belgium; [Breugelmans, N.; D'Hondt, J.; Dansana, S.; De Moor, A.; Delcourt, M.; Heyen, F.; Hong, Y.; Lowette, S.; Makarenko, I.; Muller, D.; Tavernier, S.; Tytgat, M.; Van Onsem, G. P.; Van Putte, S.; Vannerom, D.] Vrije Univ Brussel, Brussels, Belgium; [Bilin, B.; Clerbaux, B.; Das, A. K.; De Bruyn, I.; De Lentdecker, G.; Evard, H.; Favart, L.; Gianneios, P.; Khalilzadeh, A.; Khan, F. A.; Malara, A.; Shahzad, M. A.; Thomas, L.; Vanden Bemden, M.; Vander Velde, C.; Vanlaer, P.] Univ Libre Bruxelles, Brussels, Belgium; [Tytgat, M.; De Coen, M.; Dobur, D.; Gokbulut, G.; Knolle, J.; Lambrecht, L.; Marckx, D.; Skovpen, K.; Van den Bossche, N.; van der Linden, J.; Vandenbroeck, J.; Wezenbeek, L.] Univ Ghent, Ghent, Belgium; [Bein, S.; Benecke, A.; Bethani, A.; Bruno, G.; Caputo, C.; De Jeneret, J. De Favereau; Delaere, C.; Donertas, I. S.; Giammanco, A.; Guzel, A. O.; Jain, Sa.; Lemaitre, V.; Lidrych, J.; Mastrapasqua, P.; Tran, T. T.; Turkcapar, S.] Catholic Univ Louvain, Louvain La Neuve, Belgium; [Alves, G. A.; Coelho, E.; Correia Silva, G.; Hensel, C.; Menezes De Oliveira, T.; Mora Herrera, C.; Rebello Teles, P.; Soeiro, M.; Tonelli Manganote, E. J.; Vilela Pereira, A.] Ctr Brasileiro Pesquisas Fis, Rio De Janeiro, Brazil; [Mora Herrera, C.; Vilela Pereira, A.; Alda Junior, W. L.; Barroso Ferreira Filho, M.; Brandao Malbouisson, H.; Carvalho, W.; Chinellato, J.; Da Costa, E. M.; Da Silveira, G. 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Pena; Quadfasel, T.; Raciti, B.; Rieger, M.; Savoiu, D.; Schindler, J.; Schleper, P.; Schroeder, M.; Schwandt, J.; Sommerhalder, M.; Stadie, H.; Steinbrueck, G.; Tews, A.; Wiederspan, B.; Wolf, M.] Univ Hamburg, Hamburg, Germany; [Brommer, S.; Butz, E.; Chwalek, T.; Dierlamm, A.; Dincer, G. G.; Elicabuk, U.; Faltermann, N.; Giffels, M.; Gottmann, A.; Hartmann, F.; Hofsaess, R.; Horzela, M.; Husemann, U.; Kieseler, J.; Klute, M.; Lavoryk, O.; Lawhorn, J. M.; Link, M.; Lintuluoto, A.; Maier, S.; Mormile, M.; Mueller, Th.; Neukum, M.; Oh, M.; Pfeffer, E.; Presilla, M.; Quast, G.; Rabbertz, K.; Regnery, B.; Schmieder, R.; Shadskiy, N.; Shvetsov, I.; Simonis, H. J.; Sowa, L.; Stockmeier, L.; Tauqeer, K.; Toms, M.; Topko, B.; Trevisani, N.; Voigtlaender, T.; Von Cube, R. F.; Von Den Driesch, J.; Wassmer, M.; Wieland, S.; Wittig, F.; Wolf, R.; Zuo, X.] Karlsruher Inst Technol, Karlsruhe, Germany; [Anagnostou, G.; Daskalakis, G.; Kyriakis, A.; Papadopoulos, A.; Stakia, A.] NCSR Demokritos, Inst Nucl & Particle Phys, Aghia Paraskevi, Greece; [Melachroinos, G.; Painesis, Z.; Paraskevas, I.; Saoulidou, N.; Theofilatos, K.; Tziaferi, E.; Vellidis, K.; Zisopoulos, I.; Sphicas, P.] Natl & Kapodistrian Univ Athens, Athens, Greece; [Bakas, G.; Chatzistavrou, T.; Karapostoli, G.; Kousouris, K.; Papakrivopoulos, I.; Siamarkou, E.; Tsipolitis, G.] Natl Tech Univ Athens, Athens, Greece; [Bestintzanos, I.; Evangelou, I.; Foudas, C.; Kamtsikis, C.; Katsoulis, P.; Kokkas, P.; Kioseoglou, P. G. Kosmoglou; Manthos, N.; Papadopoulos, I.; Strologas, J.] Univ Ioannina, Ioannina, Greece; [Hajdu, C.; Horvath, D.; Marton, K.; Radl, A. J.; Sikler, F.; Veszpremi, V.; Feherkuti, A.; Csorgo, T.; Nemes, F.] HUN REN Wigner Res Ctr Phys, Budapest, Hungary; [Radl, A. J.; Csanad, M.; Farkas, K.; Feherkuti, A.; Gadallah, M. M. A.; Kadlecsik, A.; Major, P.; Pasztor, G.; Veres, G. I.] Eotvos Lorand Univ, MTA ELTE Lendulet CMS Particle & Nucl Phys Grp, Budapest, Hungary; [Ujvari, B.; Zilizi, G.] Univ Debrecen, Fac Informat, Debrecen, Hungary; [Horvath, D.; Bencze, G.; Czellar, S.; Molnar, J.; Szillasi, Z.] HUN REN ATOMKI Inst Nucl Res, Debrecen, Hungary; [Csorgo, T.; Nemes, F.; Novak, T.] MATE Inst Technol, Karoly Robert Campus, Gyongyos, Hungary; [Bansal, S.; Beri, S. B.; Bhatnagar, V.; Chaudhary, G.; Chauhan, S.; Dhingra, N.; Kaur, A.; Kaur, H.; Kaur, M.; Kumar, S.; Sheokand, T.; Singh, J. B.; Singla, A.] Panjab Univ, Chandigarh, India; [Bhardwaj, A.; Chhetri, A.; Choudhary, B. C.; Naimuddin, M.; Ranjan, K.; Saini, M. K.; Saumya, S.; Kumar, A.] Univ Delhi, Delhi, India; [Mukherjee, S.] Indian Inst Technol Kanpur, Kanpur, Uttar Pradesh, India; [Baradia, S.; Barman, S.; Bhattacharya, S.; Das Gupta, S.; Dutta, S.; Sarkar, S.] HBNI, Saha Inst Nucl Phys, Kolkata, India; [Ameen, M. M.; Behera, P. K.; Behera, S. C.; Chatterjee, S.; Dash, G.; Jana, P.; Kalbhor, P.; Kamble, S.; Komaragiri, J. R.; Kumar, D.; Mishra, T.; Parida, B.; Pujahari, P. R.; Saha, N. R.; Sikdar, A. K.; Singh, R. K.; Verma, P.; Verma, S.; Vijay, A.] Indian Inst Technol Madras, Madras, Tamil Nadu, India; [Dugad, S.; Mohanty, G. B.; Shelake, M.; Suryadevara, P.] Tata Inst Fundamental Res A, Mumbai, Maharashtra, India; [Bala, A.; Banerjee, S.; Bhowmik, S.; Chatterjee, R. M.; Guchait, M.; Jain, Sh.; Jaiswal, A.; Joshi, B. M.; Kumar, S.; Majumder, G.; Mazumdar, K.; Parolia, S.; Thachayath, A.] Tata Inst Fundamental Res B, Mumbai, Maharashtra, India; [Bahinipati, S.; Kar, C.; Maity, D.; Mal, P.; Naskar, K.; Nayak, A.; Nayak, S.; Pal, K.; Sadangi, P.; Swain, S. K.; Varghese, S.; Vats, D.] Natl Inst Sci Educ & Res, Bhubaneswar, Odisha, India; [Acharya, S.; Alpana, A.; Dube, S.; Gomber, B.; Hazarika, P.; Kansal, B.; Laha, A.; Sahu, B.; Sharma, S.; Vaish, K. Y.] Indian Inst Sci Educ & Res, Pune, Maharashtra, India; [Bakhshiansohi, H.; Jafari, A.; Zeinali, M.] Isfahan Univ Technol, Esfahan, Iran; [Bashiri, S.; Chenarani, S.; Etesami, S. M.; Hosseini, Y.; Khakzad, M.; Khazaie, E.; Najafabadi, M. Mohammadi; Tizchang, S.] Inst Res Fundamental Sci IPM, Tehran, Iran; [Felcini, M.; Grunewald, M.] Univ Coll Dublin, Dublin, Ireland; [Abbrescia, M.; Colaleo, A.; Creanza, D.; D'Anzi, B.; De Filippis, N.; De Palma, M.; Elmetenawee, W.; Ferrara, N.; Fiore, L.; Iaselli, G.; Longo, L.; Louka, M.; Maggi, G.; Maggi, M.; Margjeka, I.; Mastrapasqua, V.; My, S.; Nuzzo, S.; Pellecchia, A.; Pompili, A.; Pugliese, G.; Radogna, R.; Ramos, D.; Ranieri, A.; Silvestris, L.; Simone, F. M.; Sozbilir, U.; Stamerra, A.; Troiano, D.; Venditti, R.; Verwilligen, P.; Zaza, A.] INFN, Sez Bari, Bari, Italy; [Abbrescia, M.; Colaleo, A.; D'Anzi, B.; De Palma, M.; Elmetenawee, W.; Ferrara, N.; Louka, M.; Mastrapasqua, V.; My, S.; Nuzzo, S.; Pellecchia, A.; Pompili, A.; Radogna, R.; Stamerra, A.; Troiano, D.; Venditti, R.; Zaza, A.] Univ Bari, Bari, Italy; [Creanza, D.; De Filippis, N.; Iaselli, G.; Maggi, G.; Pugliese, G.; Simone, F. M.] Politecn Bari, Bari, Italy; [Abbiendi, G.; Battilana, C.; Bonacorsi, D.; Capiluppi, P.; Castro, A.; Cavallo, F. R.; Cuffiani, M.; Dallavalle, G. M.; Diotalevi, T.; Fabbri, F.; Fanfani, A.; Fasanella, D.; Giacomelli, P.; Giommi, L.; Grandi, C.; Guiducci, L.; Lo Meo, S.; Lorusso, M.; Lunerti, L.; Marcellini, S.; Masetti, G.; Navarria, F. L.; Paggi, G.; Perrotta, A.; Primavera, F.; Rossi, A. M.; Tisbeni, S. Rossi; Rovelli, T.; Siroli, G. P.] INFN, Sez Bologna, Bologna, Italy; [Battilana, C.; Bonacorsi, D.; Capiluppi, P.; Castro, A.; Cuffiani, M.; Diotalevi, T.; Fanfani, A.; Giommi, L.; Guiducci, L.; Lorusso, M.; Navarria, F. L.; Paggi, G.; Primavera, F.; Rossi, A. M.; Tisbeni, S. Rossi; Rovelli, T.; Siroli, G. P.] Univ Bologna, Bologna, Italy; [Costa, S.; Di Mattia, A.; Lapertosa, A.; Potenza, R.; Tricomi, A.] INFN, Sez Catania, Catania, Italy; [Costa, S.; Potenza, R.; Tricomi, A.] Univ Catania, Catania, Italy; [Assiouras, P.; Barbagli, G.; Bardelli, G.; Camaiani, B.; Cassese, A.; Ceccarelli, R.; Ciulli, V.; Civinini, C.; D'Alessandro, R.; Focardi, E.; Kello, T.; Latino, G.; Lenzi, P.; Lizzo, M.; Meschini, M.; Paoletti, S.; Papanastassiou, A.; Sguazzoni, G.; Viliani, L.] INFN, Sez Firenze, Florence, Italy; [Bardelli, G.; Camaiani, B.; Ciulli, V.; D'Alessandro, R.; Focardi, E.; Latino, G.; Lenzi, P.; Papanastassiou, A.] Univ Firenze, Florence, Italy; [Benussi, L.; Bianco, S.; Meola, S.; Piccolo, D.] INFN, Lab Nazl Frascati, Frascati, Italy; [Pereira, M. Alves Gallo; Ferro, F.; Robutti, E.; Tosi, S.] INFN, Sez Genova, Genoa, Italy; [Tosi, S.] Univ Genoa, Genoa, Italy; [Benaglia, A.; Brivio, F.; Cetorelli, F.; De Guio, F.; Dinardo, M. E.; Dini, P.; Gennai, S.; Gerosa, R.; Ghezzi, A.; Govoni, P.; Guzzi, L.; Lavizzari, G.; Lucchini, M. T.; Malberti, M.; Malvezzi, S.; Massironi, A.; Menasce, D.; Moroni, L.; Paganoni, M.; Palluotto, S.; Pedrini, D.; Perego, A.; Pinolini, B. S.; Pizzati, G.; Ragazzi, S.; de Fatis, T. Tabarelli] INFN, Sez Milano Bicocca, Milan, Italy; [Cetorelli, F.; De Guio, F.; Dinardo, M. E.; Gerosa, R.; Ghezzi, A.; Govoni, P.; Lavizzari, G.; Lucchini, M. T.; Paganoni, M.; Palluotto, S.; Perego, A.; Pizzati, G.; Ragazzi, S.; de Fatis, T. Tabarelli] Univ Milano Bicocca, Milan, Italy; [Buontempo, S.; Cagnotta, A.; Carnevali, F.; Cavallo, N.; Fabozzi, F.; Iorio, A. O. M.; Lista, L.; Paolucci, P.; Rossi, B.] INFN, Sez Napoli, Naples, Italy; [Cagnotta, A.; Carnevali, F.; Iorio, A. O. M.; Lista, L.] Univ Napoli Federico II, Naples, Italy; [Cavallo, N.; Fabozzi, F.] Univ Basilicata, Potenza, Italy; Scuola Super Merid, Naples, Italy; [Ardino, R.; Azzi, P.; Bacchetta, N.; Bisello, D.; Bortignon, P.; Bortolato, G.; Bulla, A. C. M.; Carlin, R.; Checchia, P.; Dorigo, T.; Fantinel, S.; Gasparini, F.; Gasparini, U.; Giorgetti, S.; Lusiani, E.; Margoni, M.; Meneguzzo, A. T.; Migliorini, M.; Pazzini, J.; Ronchese, P.; Rossin, R.; Simonetto, F.; Tosi, M.; Triossi, A.; Ventura, S.; Zanetti, M.; Zotto, P.; Zucchetta, A.] INFN, Sez Padova, Padua, Italy; [Bisello, D.; Bortolato, G.; Carlin, R.; Gasparini, F.; Gasparini, U.; Margoni, M.; Meneguzzo, A. T.; Migliorini, M.; Pazzini, J.; Ronchese, P.; Rossin, R.; Simonetto, F.; Tosi, M.; Triossi, A.; Zanetti, M.; Zotto, P.; Zucchetta, A.] Univ Padua, Padua, Italy; Univ Trento, Trento, Italy; [Braghieri, A.; Calzaferri, S.; Fiorina, D.; Montagna, P.; Re, V.; Riccardi, C.; Salvini, P.; Vai, I.; Vitulo, P.] INFN, Sez Pavia, Pavia, Italy; [Montagna, P.; Riccardi, C.; Vai, I.; Vitulo, P.] Univ Pavia, Pavia, Italy; [Ajmal, S.; Ascioti, M. E.; Bilei, G. M.; Carrivale, C.; Ciangottini, D.; Fano, L.; Mariani, V.; Menichelli, M.; Moscatelli, F.; Rossi, A.; Santocchia, A.; Spiga, D.; Tedeschi, T.] INFN, Sez Perugia, Perugia, Italy; [Ajmal, S.; Ascioti, M. E.; Carrivale, C.; Ciangottini, D.; Fano, L.; Mariani, V.; Rossi, A.; Santocchia, A.; Tedeschi, T.] Univ Perugia, Perugia, Italy; [Aime, C.; Alexe, C. A.; Asenov, P.; Azzurri, P.; Bagliesi, G.; Bhattacharya, R.; Bianchini, L.; Boccali, T.; Bossini, E.; Bruschini, D.; Castaldi, R.; Ciocci, M. A.; Cipriani, M.; D'Amante, V.; Dell'Orso, R.; Donato, S.; Giassi, A.; Ligabue, F.; Marini, A. C.; Figueiredo, D. Matos; Messineo, A.; Mishra, S.; Bindhu, V. K. Muraleedharan Nair; Musich, M.; Nandan, S.; Palla, F.; Rizzi, A.; Rolandi, G.; Chowdhury, S. Roy; Sarkar, T.; Scribano, A.; Spagnolo, P.; Tenchini, F.; Tenchini, R.; Tonelli, G.; Turini, N.; Vaselli, F.; Venturi, A.; Verdini, P. G.] INFN, Sez Pisa, Pisa, Italy; [Asenov, P.; Bianchini, L.; Ciocci, M. A.; Cipriani, M.; D'Amante, V.; Donato, S.; Marini, A. C.; Messineo, A.; Bindhu, V. K. Muraleedharan Nair; Musich, M.; Rizzi, A.; Tenchini, F.; Tonelli, G.] Univ Pisa, Pisa, Italy; [Alexe, C. A.; Bruschini, D.; Ligabue, F.; Rolandi, G.; Vaselli, F.] Scuola Normale Super Pisa, Pisa, Italy; [Turini, N.] Univ Siena, Siena, Italy; [Barria, P.; Basile, C.; Cavallari, F.; Mendez, L. Cunqueiro; Del Re, D.; Di Marco, E.; Diemoz, M.; Errico, F.; Gargiulo, R.; Longo, E.; Martikainen, L.; Mijuskovic, J.; Organtini, G.; Pandolfi, F.; Paramatti, R.; Quaranta, C.; Rahatlou, S.; Rovelli, C.; Santanastasio, F.; Soffi, L.; Vladimirov, V.] INFN, Sez Roma, Rome, Italy; [Basile, C.; Mendez, L. Cunqueiro; Del Re, D.; Di Marco, E.; Errico, F.; Gargiulo, R.; Longo, E.; Martikainen, L.; Mijuskovic, J.; Organtini, G.; Paramatti, R.; Quaranta, C.; Rahatlou, S.; Santanastasio, F.; Vladimirov, V.] Sapienza Univ Roma, Rome, Italy; [Amapane, N.; Arcidiacono, R.; Argiro, S.; Arneodo, M.; Bartosik, N.; Bellan, R.; Biino, C.; Borca, C.; Cartiglia, N.; Costa, M.; Covarelli, R.; Demaria, N.; Finco, L.; Grippo, M.; Kiani, B.; Legger, F.; Luongo, F.; Mariotti, C.; Markovic, L.; Maselli, S.; Mecca, A.; Menzio, L.; Meridiani, P.; Migliore, E.; Monteno, M.; Mulargia, R.; Obertino, M. M.; Ortona, G.; Pacher, L.; Pastrone, N.; Pelliccioni, M.; Ruspa, M.; Siviero, F.; Sola, V.; Solano, A.; Staiano, A.; Tarricone, C.; Trocino, D.; Umoret, G.; White, R.] INFN, Sez Torino, Turin, Italy; [Amapane, N.; Argiro, S.; Bellan, R.; Borca, C.; Costa, M.; Covarelli, R.; Grippo, M.; Kiani, B.; Luongo, F.; Markovic, L.; Mecca, A.; Menzio, L.; Migliore, E.; Obertino, M. M.; Pacher, L.; Siviero, F.; Sola, V.; Solano, A.; Tarricone, C.; Umoret, G.; White, R.; Rumerio, P.] Univ Torino, Turin, Italy; [Arcidiacono, R.; Arneodo, M.; Ruspa, M.] Univ Piemonte Orientale, Novara, Italy; [Babbar, J.; Belforte, S.; Candelise, V.; Casarsa, M.; Cossutti, F.; De Leo, K.; Della Ricca, G.] INFN, Sez Trieste, Trieste, Italy; [Babbar, J.; Candelise, V.; Della Ricca, G.] Univ Trieste, Trieste, Italy; [Dogra, S.; Hong, J.; Kim, J.; Lee, D.; Lee, H.; Lee, S. W.; Moon, C. S.; Oh, Y. D.; Ryu, M. S.; Sekmen, S.; Tae, B.; Yang, Y. C.; Kamon, T.] Kyungpook Natl Univ, Daegu, South Korea; [Kim, M. S.] GWNU, Dept Math & Phys, Kangnung, South Korea; [Bak, G.; Gwak, P.; Kim, H.; Moon, D. H.] Chonnam Natl Univ, Inst Universe & Elementary Particles, Kwangju, South Korea; [Asilar, E.; Choi, J.; Kim, D.; Kim, T. J.; Merlin, J. A.; Ryou, Y.] Hanyang Univ, Seoul, South Korea; [Choi, S.; Han, S.; Hong, B.; Lee, K.; Lee, K. S.; Lee, S.; Yoo, J.] Korea Univ, Seoul, South Korea; [Goh, J.; Yang, S.] Kyung Hee Univ, Dept Phys, Seoul, South Korea; [Kang, Y.; Kim, H. S.; Kim, Y.; Lee, S.] Sejong Univ, Seoul, South Korea; [Almond, J.; Bhyun, J. H.; Choi, J.; Jun, W.; Kim, J.; Kim, Y. W.; Ko, S.; Lee, H.; Lee, J.; Oh, B. H.; Oh, S. B.; Seo, H.; Yang, U. K.; Yoon, I.] Seoul Natl Univ, Seoul, South Korea; [Jang, W.; Kang, D. Y.; Kim, S.; Ko, B.; Lee, J. S. H.; Lee, Y.; Park, I. C.; Roh, Y.; Watson, I. J.] Univ Seoul, Seoul, South Korea; [Ha, S.; Hwang, K.; Kim, B.; Lee, K.; Yoo, H. D.] Yonsei Univ, Dept Phys, Seoul, South Korea; [Choi, M.; Kim, M. R.; Lee, H.; Lee, Y.; Yu, I.] Sungkyunkwan Univ, Suwon, South Korea; [Beyrouthy, T.; Gharbia, Y.] Amer Univ Middle East AUM, Coll Engn & Technol, Dasman, Kuwait; [Alazemi, F.] Kuwait Univ, Coll Sci, Dept Phys, Safat, Kuwait; [Dreimanis, K.; Gaile, A.; Diaz, C. Munoz; Osite, D.; Pikurs, G.; Potrebko, A.; Seidel, M.; Kontos, D. Sidiropoulos] Riga Tech Univ, Riga, Latvia; [Strautnieks, N. R.] Univ Latvia, Riga, Latvia; [Ambrozas, M.; Juodagalvis, A.; Rinkevicius, A.; Tamulaitis, G.] Vilnius Univ, Vilnius, Lithuania; [Yusuff, I.; Zolkapli, Z.] Univ Malaya, Natl Ctr Particle Phys, Kuala Lumpur, Malaysia; [Benitez, J. F.; Castaneda Hernandez, A.; Encinas Acosta, H. A.; Gallegos Marinez, L. G.; Leon Coello, M.; Murillo Quijada, J. A.; Sehrawat, A.; Valencia Palomo, L.] Univ Sonora UNISON, Hermosillo, Sonora, Mexico; [Ayala, G.; Castilla-Valdez, H.; Crotte Ledesma, H.; De La Cruz-Burelo, E.; Heredia-De La Cruz, I.; Lopez-Fernandez, R.; Mejia Guisao, J.; Sanchez Hernandez, A.] IPN, Ctr Invest & Estudios Avanzados, Mexico City, DF, Mexico; [Oropeza Barrera, C.; Ramirez Guadarrama, D. L.; Ramirez Garcia, M.] Univ Iberoamer, Mexico City, DF, Mexico; [Bautista, I.; Neri Huerta, F. E.; Pedraza, I.; Salazar Ibarguen, H. A.; Uribe Estrada, C.] Benemerita Univ Autonoma Puebla, Puebla, Mexico; [Bubanja, I.; Raicevic, N.] Univ Montenegro, Podgorica, Montenegro; [Butler, P. H.] Univ Canterbury, Christchurch, New Zealand; [Ahmad, A.; Asghar, M. I.; Awais, A.; Awan, M. I. M.; Hoorani, H. R.; Khan, W. A.] Quaid I Azam Univ, Natl Ctr Phys, Islamabad, Pakistan; [Avati, V.; Bellora, A.; Forthomme, L.; Grzanka, L.; Malawski, M.; Piotrzkowski, K.] AGH Univ Krakow, Krakow, Poland; [Bialkowska, H.; Bluj, M.; Gorski, M.; Kazana, M.; Szleper, M.; Zalewski, P.] Natl Ctr Nucl Res, Otwock, Poland; [Bunkowski, K.; Doroba, K.; Kalinowski, A.; Konecki, M.; Krolikowski, J.; Muhammad, A.] Univ Warsaw, Inst Expt Phys, Fac Phys, Warsaw, Poland; [Fokow, P.; Pozniak, K.; Zabolotny, W.] Warsaw Univ Technol, Warsaw, Poland; [Araujo, M.; Bastos, D.; Beirao Da Cruz E Silva, C.; Boletti, A.; Bozzo, M.; Camporesi, T.; Da Molin, G.; Faccioli, P.; Gallinaro, M.; Hollar, J.; Leonardo, N.; Marozzo, G. B.; Petrilli, A.; Pisano, M.; Seixas, J.; Varela, J.; Wulff, J. W.] Lab Instrumentacao & Fis Expt Particulas, Lisbon, Portugal; [Adzic, P.; Milenovic, P.] Univ Belgrade, Fac Phys, Belgrade, Serbia; [Devetak, D.; Dordevic, M.; Milosevic, J.; Nadderd, L.; Rekovic, V.; Stojanovic, M.] Univ Belgrade, VINCA Inst Nucl Sci, Belgrade, Serbia; [Alcaraz Maestre, J.; Bedoya, Cristina F.; Brochero Cifuentes, J. A.; Carretero, Oliver M.; Cepeda, M.; Cerrada, M.; Colino, N.; De La Cruz, B.; Delgado Peris, A.; Escalante Del Valle, A.; Fernandez Del Val, D.; Fernandez Ramos, J. P.; Flix, J.; Fouz, M. C.; Gonzalez Lopez, O.; Goy Lopez, S.; Hernandez, J. M.; Josa, M. I.; Llorente Merino, J.; Martin Perez, C.; Martin Viscasillas, E.; Moran, D.; Morcillo Perez, C. M.; Navarro Tobar, A.; Perez Dengra, C.; Perez-Calero Yzquierdo, A.; Puerta Pelayo, J.; Redondo, I.; Sastre, J.; Vazquez Escobar, J.] Ctr Invest Energet Medioambientales & Tecnol CIEM, Madrid, Spain; [de Troconiz, J. F.] Univ Autonoma Madrid, Madrid, Spain; [Alvarez Gonzalez, B.; Cuevas, J.; Fernandez Menendez, J.; Folgueras, S.; Gonzalez Caballero, I.; Leguina, P.; Palencia Cortezon, E.; Prado Pico, J.; Rodriguez Bouza, V.; Soto Rodriguez, A.; Trapote, A.; Vico Villalba, C.; Vischia, P.] Univ Oviedo, Inst Univ Ciencias & Tecnol Espaciales Asturias I, Oviedo, Spain; [Blanco Fernandez, S.; Cabrillo, I. J.; Calderon, A.; Duarte Campderros, J.; Fernandez, M.; Gomez, G.; Lasaosa Garcia, C.; Lopez Ruiz, R.; Martinez Rivero, C.; Martinez Ruiz del Arbol, P.; Matorras, F.; Matorras Cuevas, P.; Navarrete Ramos, E.; Piedra Gomez, J.; Scodellaro, L.; Vila, I.; Vizan Garcia, J. M.] Univ Cantabria, CSIC, Inst Fis Cantabria IFCA, Santander, Spain; [Kailasapathy, B.; Wickramarathna, D. D. C.] Univ Colombo, Colombo, Sri Lanka; [Dharmaratna, W. G. D.; Liyanage, K.; Perera, N.] Univ Ruhuna, Dept Phys, Matara, Sri Lanka; [Hartmann, F.; Papadopoulos, A.; Paolucci, P.; Abbaneo, D.; Amendola, C.; Auffray, E.; Baechler, J.; Barney, D.; Martinez, A. Bermudez; Bianco, M.; Bin Anuar, A. A.; Bocci, A.; Borgonovi, L.; Botta, C.; Bragagnolo, A.; Brondolin, E.; Brown, C. E.; Caillol, C.; Cerminara, G.; Chernyavskaya, N.; d'Enterria, D.; Dabrowski, A.; David, A.; De Roeck, A.; Defranchis, M. M.; Deile, M.; Dobson, M.; Franzoni, G.; Funk, W.; Giani, S.; Gigi, D.; Gill, K.; Glege, F.; Glowacki, M.; Hegeman, J.; Heikkila, J. K.; Huber, B.; Innocente, V.; James, T.; Janot, P.; Kaluzinska, O.; Karacheban, O.; Karathanasis, G.; Laurila, S.; Lecoq, P.; Leutgeb, E.; Lourenco, C.; Magherini, M.; Malgeri, L.; Mannelli, M.; Matthewman, M.; Mehta, A.; Meijers, F.; Mersi, S.; Meschi, E.; Milosevic, V.; Monti, F.; Moortgat, F.; Mulders, M.; Neutelings, I.; Orfanelli, S.; Pantaleo, F.; Petrucciani, G.; Pfeiffer, A.; Pierini, M.; Pitt, M.; Qu, H.; Rabady, D.; Lopes, B. Ribeiro; Riti, F.; Rovere, M.; Sakulin, H.; Salvatico, R.; Cruz, S. Sanchez; Scarfi, S.; Schwick, C.; Selvaggi, M.; Sharma, A.; Shchelina, K.; Silva, P.; Sphicas, P.; Leiton, A. G. Stahl; Steen, A.; Summers, S.; Treille, D.; Tropea, P.; Walter, D.; Wanczyk, J.; Wang, J.; Wuchterl, S.; Zehetner, P.; Zejdl, P.; Zeuner, W. D.; Virdee, T.] CERN, European Org Nucl Res, Geneva, Switzerland; [Bevilacqua, T.; Caminada, L.; Ebrahimi, A.; Erdmann, W.; Horisberger, R.; Ingram, Q.; Kaestli, H. C.; Kotlinski, D.; Lange, C.; Missiroli, M.; Noehte, L.; Rohe, T.; Samalan, A.] PSI Ctr Neutron & Muon Sci, Villigen, Switzerland; [Aarrestad, T. K.; Backhaus, M.; Bonomelli, G.; Cazzaniga, C.; Datta, K.; D'archiac, P. De Bryas Dexmiers; De Cosa, A.; Dissertori, G.; Dittmar, M.; Donega, M.; Eble, F.; Galli, M.; Gedia, K.; Glessgen, F.; Grab, C.; Harringer, N.; Harte, T. G.; Hits, D.; Lustermann, W.; Lyon, A. -M.; Manzoni, R. A.; Marchegiani, M.; Marchese, L.; Mascellani, A.; Nessi-Tedaldi, F.; Pauss, F.; Perovic, V.; Pigazzini, S.; Ristic, B.; Seidita, R.; Steggemann, J.; Tarabini, A.; Valsecchi, D.; Wallny, R.] Swiss Fed Inst Technol, Inst Particle Phys & Astrophys IPA, Zurich, Switzerland; [Bevilacqua, T.; Caminada, L.; Missiroli, M.; Noehte, L.; Amsler, C.; Bartschi, P.; Canelli, M. F.; Cormier, K.; Huwiler, M.; Jin, W.; Jofrehei, A.; Kilminster, B.; Leontsinis, S.; Liechti, S. P.; Macchiolo, A.; Meiring, P.; Meng, F.; Motta, J.; Reimers, A.; Robmann, P.; Senger, M.; Shokr, E.; Stager, F.; Tramontano, R.] Univ Zurich, Zurich, Switzerland; [Adloff, C.; Bhowmik, D.; Kuo, C. M.; Lin, W.; Rout, P. K.; Tiwari, P. C.] Natl Cent Univ, Chungli, Taiwan; [Ceard, L.; Chen, K. F.; Chen, Z. G.; De Iorio, A.; Hou, W. -S.; Hsu, T. H.; Kao, Y. W.; Karmakar, S.; Kole, G.; Li, Y. Y.; Lu, R. -S.; Paganis, E.; Su, X. F.; Thomas-Wilsker, J.; Tsai, L. S.; Tsionou, D.; Wu, H. Y.; Yazgan, E.] Natl Taiwan Univ, Taipei, Taiwan; [Asawatangtrakuldee, C.; Srimanobhas, N.; Wachirapusitanand, V.] Chulalongkorn Univ, Dept Phys, High Energy Phys Res Unit, Fac Sci, Bangkok, Thailand; [Maghrbi, Y.] Tunis El Manar Univ, Tunis, Tunisia; [Agyel, D.; Boran, F.; Dolek, F.; Dumanoglu, I.; Eskut, E.; Guler, Y.; Guler, E. Gurpinar; Isik, C.; Kara, O.; Topaksu, A. Kayis; Komurcu, Y.; Onengut, G.; Ozdemir, K.; Polatoz, A.; Tali, B.; Tok, U. G.; Uslan, E.; Zorbakir, I. S.] Cukurova Univ, Sci & Art Fac, Phys Dept, Adana, Turkiye; [Yalvac, M.] Middle East Tech Univ, Phys Dept, Ankara, Turkiye; [Akgun, B.; Atakisi, I. O.; Gulmez, E.; Kaya, M.; Kaya, O.; Tekten, S.] Bogazici Univ, Istanbul, Turkiye; [Cakir, A.; Cankocak, K.; Sen, S.] Istanbul Tech Univ, Istanbul, Turkiye; [Aydilek, O.; Hacisahinoglu, B.; Hos, I.; Kaynak, B.; Ozkorucuklu, S.; Potok, O.; Sert, H.; Simsek, C.; Zorbilmez, C.] Istanbul Univ, Istanbul, Turkiye; [Cerci, S.; Isildak, B.; Cerci, D. Sunar; Yetkin, T.] Yildiz Tech Univ, Istanbul, Turkiye; [Boyaryntsev, A.; Grynyov, B.] Natl Acad Sci Ukraine, Inst Scintillat Mat, Kharkiv, Ukraine; [Levchuk, L.] Kharkiv Inst Phys & Technol, Natl Sci Ctr, Kharkiv, Ukraine; [Anthony, D.; Brooke, J. J.; Bundock, A.; Bury, F.; Clement, E.; Cussans, D.; Flacher, H.; Goldstein, J.; Heath, H. F.; Holmberg, M. -L.; Kreczko, L.; Paramesvaran, S.; Robertshaw, L.; Smith, V. J.; Pass, K. Walkingshaw] Univ Bristol, Bristol, Avon, England; [Ball, A. H.; Bell, K. W.; Belyaev, A.; Brew, C.; Brown, R. M.; Cockerill, D. J. A.; Cooke, C.; Elliot, A.; Ellis, K. V.; Harder, K.; Harper, S.; Linacre, J.; Manolopoulos, K.; Newbold, D. M.; Olaiya, E.; Petyt, D.; Reis, T.; Sahasransu, A. R.; Salvi, G.; Schuh, T.; Shepherd-Themistocleous, C. H.; Tomalin, I. R.; Whalen, K. C.; Williams, T.] Rutherford Appleton Lab, Didcot, Oxon, England; [Andreou, I.; Bainbridge, R.; Bloch, P.; Buchmuller, O.; Montoya, C. A. Carrillo; Chahal, G. S.; Colling, D.; Dancu, J. S.; Das, I.; Dauncey, P.; Davies, G.; Della Negra, M.; Fayer, S.; Fedi, G.; Hall, G.; Howard, A.; Iles, G.; Knight, C. R.; Krueper, P.; Langford, J.; Law, K. H.; Holgado, J. Leon; Lyons, L.; Magnan, A. -M.; Maier, B.; Mallios, S.; Mieskolainen, M.; Nash, J.; Pesaresi, M.; Pradeep, P. B.; Radburn-Smith, B. C.; Richards, A.; Rose, A.; Savva, K.; Seez, C.; Shukla, R.; Tapper, A.; Uchida, K.; Uttley, G. P.; Virdee, T.; Vojinovic, M.; Wardle, N.; Winterbottom, D.; Nikitenko, A.] Imperial Coll, London, England; [Cole, J. E.; Khan, A.; Kyberd, P.; Reid, I. D.] Brunel Univ, Uxbridge, Middx, England; [Abdullin, S.; Brinkerhoff, A.; Collins, E.; Darwish, M. R.; Dittmann, J.; Hatakeyama, K.; Hegde, V.; Hiltbrand, J.; McMaster, B.; Samudio, J.; Sawant, S.; Sutantawibul, C.; Wilson, J.] Baylor Univ, Waco, TX 76798 USA; [Bartek, R.; Dominguez, A.; Simsek, A. E.; Yu, S. S.] Catholic Univ Amer, Washington, DC 20064 USA; [Bam, B.; Perraguin, A. Buchot; Chudasama, R.; Cooper, S. I.; Crovella, C.; Gleyzer, S. V.; Pearson, E.; Perez, C. U.; Rumerio, P.; Usai, E.; Yi, R.] Univ Alabama, Tuscaloosa, AL USA; [Akpinar, A.; Cosby, C.; De Castro, G.; Demiragli, Z.; Erice, C.; Fangmeier, C.; Madrazo, C. Fernandez; Fontanesi, E.; Gastler, D.; Golf, F.; Jeon, S.; O'cain, J.; Reed, I.; Rohlf, J.; Salyer, K.; Sperka, D.; Spitzbart, D.; Suarez, I.; Tsatsos, A.; Zecchinelli, A. G.] Boston Univ, Boston, MA 02215 USA; [Barone, G.; Benelli, G.; Cutts, D.; Ellis, S.; Gouskos, L.; Hadley, M.; Heintz, U.; Ho, K. W.; Hogan, J. M.; Kwon, T.; Landsberg, G.; Lau, K. T.; Luo, J.; Mondal, S.; Russell, T.; Sagir, S.; Shen, X.; Stamenkovic, M.; Venkatasubramanian, N.] Brown Univ, Providence, RI 02912 USA; [Abbott, S.; Barton, B.; Brainerd, C.; Breedon, R.; Cai, H.; De La Barca Sanchez, M. Calderon; Chertok, M.; Citron, M.; Conway, J.; Cox, P. T.; Erbacher, R.; Jensen, F.; Kukral, O.; Mocellin, G.; Mulhearn, M.; Ostrom, S.; Wei, W.; Yoo, S.; Zhang, F.] Univ Calif Davis, Davis, CA 95616 USA; [Adamidis, K.; Bachtis, M.; Campos, D.; Cousins, R.; Datta, A.; Avila, G. Flores; Hauser, J.; Ignatenko, M.; Iqbal, M. A.; Lam, T.; Lo, Y. F.; Manca, E.; Del Prado, A. Nunez; Saltzberg, D.; Valuev, V.] Univ Calif Los Angeles, Los Angeles, CA USA; [Clare, R.; Gary, J. W.; Hanson, G.] Univ Calif Riverside, Riverside, CA USA; [Aportela, A.; Arora, A.; Branson, J. G.; Cittolin, S.; Cooperstein, S.; Diaz, D.; Duarte, J.; Giannini, L.; Gu, Y.; Guiang, J.; Kansal, R.; Krutelyov, V.; Lee, R.; Letts, J.; Masciovecchio, M.; Mokhtar, F.; Mukherjee, S.; Pieri, M.; Primosch, D.; Quinnan, M.; Sharma, V.; Tadel, M.; Vourliotis, E.; Wurthwein, F.; Xiang, Y.; Yagil, A.] Univ Calif San Diego, La Jolla, CA 92093 USA; [Barzdukas, A.; Brennan, L.; Campagnari, C.; Downham, K.; Grieco, C.; Hussain, M. M.; Incandela, J.; Kim, J.; Li, A. J.; Masterson, P.; Mei, H.; Richman, J.; Santpur, S. N.; Sarica, U.; Schmitz, R.; Setti, F.; Sheplock, J.; Stuart, D.; Vami, T. A.; Yan, X.; Zhang, D.] Univ Calif Santa Barbara, Dept Phys, Santa Barbara, CA 93106 USA; [Bhattacharya, S.; Bornheim, A.; Cerri, O.; Mao, J.; Newman, H. B.; Gutierrez, G. Reales; Spiropulu, M.; Vlimant, J. R.; Wang, C.; Xie, S.; Zhu, R. Y.; Pena, C.; Dubinin, M.] CALTECH, Pasadena, CA 91125 USA; [Alison, J.; An, S.; Bryant, P.; Cremonesi, M.; Dutta, V.; Ferguson, T.; Espinosa, T. A. Gomez; Harilal, A.; Tharayil, A. Kallil; Kanemura, M.; Liu, C.; Mudholkar, T.; Murthy, S.; Palit, P.; Park, K.; Paulini, M.; Roberts, A.; Sanchez, A.; Terrill, W.] Carnegie Mellon Univ, Pittsburgh, PA 15213 USA; [Cumalat, J. P.; Ford, W. T.; Hart, A.; Hassani, A.; Manganelli, N.; Pearkes, J.; Savard, C.; Schonbeck, N.; Stenson, K.; Ulmer, K. A.; Wagner, S. R.; Zipper, N.; Zuolo, D.] Univ Colorado, Boulder, CO 80309 USA; [Alexander, J.; Chen, X.; Cranshaw, D. J.; Dickinson, J.; Fan, J.; Fan, X.; Hogan, S.; Kotamnives, P.; Monroy, J.; Oshiro, M.; Patterson, J. R.; Reid, M.; Ryd, A.; Thom, J.; Wittich, P.; Zou, R.] Cornell Univ, Ithaca, NY USA; [Bacchetta, N.; Albrow, M.; Alyari, M.; Amram, O.; Apollinari, G.; Apresyan, A.; Bauerdick, L. A. T.; Berry, D.; Berryhill, J.; Bhat, P. C.; Burkett, K.; Butler, J. N.; Canepa, A.; Cerati, G. B.; Cheung, H. W. K.; Chlebana, F.; Cummings, G.; Dutta, I.; Elvira, V. D.; Freeman, J.; Gandrakota, A.; Gecse, Z.; Gray, L.; Green, D.; Grummer, A.; Grunendahl, S.; Guerrero, D.; Gutsche, O.; Harris, R. M.; Herwig, T. C.; Hirschauer, J.; Jayatilaka, B.; Jindariani, S.; Johnson, M.; Joshi, U.; Nsma, T. Kl.; Klima, B.; Kwok, K. H. M.; Lammel, S.; Lee, C.; Lincoln, D.; Lipton, R.; Liu, T.; Maeshima, K.; Mason, D.; McBride, P.; Merkel, P.; Mrenna, S.; Nahn, S.; Ngadiuba, J.; Noonan, D.; Norberg, S.; Papadimitriou, V.; Pastika, N.; Pedro, K.; Pena, C.; Ravera, F.; Hall, A. Reinsvold; Ristori, L.; Safdari, M.; Sexton-Kennedy, E.; Smith, N.; Soha, A.; Spiegel, L.; Stoynev, S.; Strait, J.; Taylor, L.; Tkaczyk, S.; Tran, N. V.; Uplegger, L.; Vaandering, E. W.; Zoi, I.] Fermilab Natl Accelerator Lab, POB 500, Batavia, IL 60510 USA; [Aruta, C.; Avery, P.; Bourilkov, D.; Chang, P.; Cherepanov, V.; Field, R. D.; Huh, C.; Koenig, E.; Kolosova, M.; Konigsberg, J.; Korytov, A.; Matchev, K.; Menendez, N.; Mitselmakher, G.; Mohrman, K.; Madhu, A. Muthirakalayil; Rawal, N.; Rosenzweig, S.; Takahashi, Y.; Wang, J.] Univ Florida, Gainesville, FL USA; [Adams, T.; Al Kadhim, A.; Askew, A.; Bower, S.; Hashmi, R.; Kim, R. S.; Kim, S.; Kolberg, T.; Martinez, G.; Prosper, H.; Prova, P. R.; Wulansatiti, M.; Yohay, R.; Zhang, J.] Florida State Univ, Tallahassee, FL 32306 USA; [Alsufyani, B.; Butalla, S.; Das, S.; Elkafrawy, T.; Hohlmann, M.; Yanes, E.] Florida Inst Technol, Melbourne, FL 32901 USA; [Adams, M. R.; Baty, A.; Bennett, C.; Cavanaugh, R.; Franco, R. Escobar; Evdokimov, O.; Gerber, C. E.; Gupta, H.; Hawksworth, M.; Hingrajiya, A.; Hofman, D. J.; Lee, J. H.; Lemos, D. S.; Mills, C.; Nanda, S.; Oh, G.; Ozek, B.; Pilipovic, D.; Pradhan, R.; Prifti, E.; Roy, P.; Roy, T.; Rudrabhatla, S.; Singh, N.; Tonjes, M. B.; Varelas, N.; Wadud, M. A.; Ye, Z.; Yoo, J.] Univ Illinois, Chicago, IL USA; [Yi, K.; Alhusseini, M.; Blend, D.; Dilsiz, K.; Emediato, L.; Karaman, G.; Koseyan, O. K.; Merlo, J. -P.; Mestvirishvili, A.; Neogi, O.; Ogul, H.; Onel, Y.; Penzo, A.; Snyder, C.; Tiras, E.] Univ Iowa, Iowa City, IA USA; [Blumenfeld, B.; Corcodilos, L.; Davis, J.; Gritsan, A. V.; Kang, L.; Kyriacou, S.; Maksimovic, P.; Roguljic, M.; Roskes, J.; Sekhar, S.; Swartz, M.] Johns Hopkins Univ, Baltimore, MD USA; [Abreu, A.; Alcerro, L. F. Alcerro; Anguiano, J.; Escatel, S. Arteaga; Baringer, P.; Bean, A.; Flowers, Z.; Grove, D.; King, J.; Krintiras, G.; Lazarovits, M.; Le Mahieu, C.; Marquez, J.; Murray, M.; Nickel, M.; Popescu, S.; Rogan, C.; Royon, C.; Sanders, S.; Smith, C.; Wilson, G.] Univ Kansas, Lawrence, KS 66045 USA; [Allmond, B.; Gurunadha, R. Gujju; Ivanov, A.; Kaadze, K.; Maravin, Y.; Natoli, J.; Roy, D.; Sorrentino, G.] Kansas State Univ, Manhattan, KS 66506 USA; [Baden, A.; Belloni, A.; Bistany-riebman, J.; Chen, Y. M.; Eno, S. C.; Hadley, N. J.; Jabeen, S.; Kellogg, R. G.; Koeth, T.; Kronheim, B.; Lascio, S.; Mignerey, A. C.; Nabili, S.; Palmer, C.; Papageorgakis, C.; Paranjpe, M. M.; Popova, E.; Shevelev, A.; Wang, L.; Zhang, L.] Univ Maryland, College Pk, MD 20742 USA; [Barrera, C. Baldenegro; Bendavid, J.; Bright-Thonney, S.; Cali, I. A.; Chou, P. C.; D'Alfonso, M.; Eysermans, J.; Freer, C.; Gomez-Ceballos, G.; Goncharov, M.; Grosso, G.; Harris, P.; Hoang, D.; Kovalskyi, D.; Krupa, J.; Lavezzo, L.; Lee, Y. -J.; Long, K.; Mcginn, C.; Novak, A.; Park, M. I.; Paus, C.; Reissel, C.; Roland, C.; Roland, G.; Rothman, S.; Stephans, G. S. F.; Wang, Z.; Wyslouch, B.; Yang, T. J.] MIT, 77 Massachusetts Ave, Cambridge, MA 02139 USA; [Crossman, B.; Kapsiak, C.; Krohn, M.; Mahon, D.; Mans, J.; Marzocchi, B.; Revering, M.; Rusack, R.; Saradhy, R.; Strobbe, N.] Univ Minnesota, Minneapolis, MN USA; [Bloom, K.; Claes, D. R.; Haza, G.; Hossain, J.; Joo, C.; Kravchenko, I.; Rohilla, A.; Siado, J. E.; Tabb, W.; Vagnerini, A.; Wightman, A.; Yan, F.; Yu, D.] Univ Nebraska, Lincoln, NE USA; [Bandyopadhyay, H.; Hay, L.; Hsia, H. W.; Iashvili, I.; Kalogeropoulos, A.; Kharchilava, A.; Morris, M.; Nguyen, D.; Rappoccio, S.; Sfar, H. Rejeb; Williams, A.; Young, P.] SUNY Buffalo, Buffalo, NY USA; [Alverson, G.; Barberis, E.; Bonilla, J.; Bylsma, B.; Campana, M.; Dervan, J.; Haddad, Y.; Han, Y.; Israr, I.; Krishna, A.; Levchenko, P.; Li, J.; Lu, M.; Mccarthy, R.; Morse, D. M.; Orimoto, T.; Parker, A.; Skinnari, L.; Tsai, E.; Wood, D.] Northeastern Univ, Boston, MA 02115 USA; [Dittmer, S.; Hahn, K. A.; Li, D.; Liu, Y.; Mcginnis, M.; Miao, Y.; Monk, D. G.; Schmitt, M. H.; Taliercio, A.; Velasco, M.] Northwestern Univ, Evanston, IL USA; [Agarwal, G.; Band, R.; Bucci, R.; Castells, S.; Das, A.; Goldouzian, R.; Hildreth, M.; Anampa, K. Hurtado; Ivanov, T.; Jessop, C.; Lannon, K.; Lawrence, J.; Loukas, N.; Lutton, L.; Mariano, J.; Marinelli, N.; Mcalister, I.; McCauley, T.; Mcgrady, C.; Moore, C.; Musienko, Y.; Nelson, H.; Osherson, M.; Piccinelli, A.; Ruchti, R.; Townsend, A.; Wan, Y.; Wayne, M.; Yockey, H.; Zarucki, M.; Zygala, L.] Univ Notre Dame, Notre Dame, IN 46556 USA; [Basnet, A.; Carrigan, M.; Durkin, L. S.; Hill, C.; Joyce, M.; Ornelas, M. Nunez; Wei, K.; Wenzl, D. A.; Winer, B. L.; Yates, B. R.] Ohio State Univ, Columbus, OH 43210 USA; [Bouchamaoui, H.; Coldham, K.; Das, P.; Dezoort, G.; Elmer, P.; Fackeldey, P.; Frankenthal, A.; Greenberg, B.; Haubrich, N.; Kennedy, K.; Kopp, G.; Kwan, S.; Lai, Y.; Lange, D.; Loeliger, A.; Marlow, D.; Ojalvo, I.; Olsen, J.; Simpson, F.; Stickland, D.; Tully, C.; Vage, L. H.] Princeton Univ, Princeton, NJ 08544 USA; [Malik, S.; Sharma, R.] Univ Puerto Rico, Mayaguez, PR USA; [Savoy-Navarro, A.; Bakshi, A. S.; Chandra, S.; Chawla, R.; Gu, A.; Gutay, L.; Jones, M.; Jung, A. W.; Koshy, A. M.; Liu, M.; Negro, G.; Neumeister, N.; Paspalaki, G.; Piperov, S.; Schulte, J. F.; Simon, B.; Virdi, A. K.; Wang, F.; Wildridge, A.; Xie, W.; Yao, Y.; Zhong, Y.] Purdue Univ, W Lafayette, IN USA; [Dolen, J.; Parashar, N.; Pathak, A.] Purdue Univ Northwest, Hammond, IN USA; [Acosta, D.; Agrawal, A.; Carnahan, T.; Ecklund, K. M.; Manteca, P. J. Fernandez; Freed, S.; Gardner, P.; Geurts, F. J. M.; Krommydas, I.; Li, W.; Lin, J.; Colin, O. Miguel; Padley, B. P.; Redjimi, R.; Rotter, J.; Yigitbasi, E.; Zhang, Y.] Rice Univ, Houston, TX USA; [Bodek, A.; de Barbaro, P.; Demina, R.; Dulemba, J. L.; Garcia-Bellido, A.; Hindrichs, O.; Khukhunaishvili, A.; Parmar, N.; Parygin, P.; Taus, R.] Univ Rochester, Rochester, NY USA; [Chiarito, B.; Chou, J. P.; Clark, S. V.; Gadkari, D.; Gershtein, Y.; Halkiadakis, E.; Heindl, M.; Houghton, C.; Jaroslawski, D.; Konstantinou, S.; Laflotte, I.; Lath, A.; Montalvo, R.; Nash, K.; Reichert, J.; Saha, P.; Salur, S.; Schnetzer, S.; Somalwar, S.; Stone, R.; Thayil, S. A.; Thomas, S.; Vora, J.] Rutgers State Univ, Piscataway, NJ USA; [Ally, D.; Delannoy, A. G.; Fiorendi, S.; Higginbotham, S.; Holmes, T.; Kanuganti, A. R.; Karunarathna, N.; Lee, L.; Nibigira, E.; Spanier, S.] Univ Tennessee, Knoxville, TN USA; [Aebi, D.; Ahmad, M.; Akhter, T.; Androsov, K.; Bouhali, O.; Eusebi, R.; Gilmore, J.; Huang, T.; Kamon, T.; Kim, H.; Luo, S.; Mueller, R.; Overton, D.; Safonov, A.] Texas A&M Univ, College Stn, TX USA; [Akchurin, N.; Damgov, J.; Feng, Y.; Gogate, N.; Kazhykarim, Y.; Lamichhane, K.; Lee, S. W.; Madrid, C.; Mankel, A.; Peltola, T.; Volobouev, I.] Texas Tech Univ, Lubbock, TX 79409 USA; [Appelt, E.; Chen, Y.; Greene, S.; Gurrola, A.; Johns, W.; Elayavalli, R. Kunnawalkam; Melo, A.; Rathjens, D.; Romeo, F.; Sheldon, P.; Tuo, S.; Velkovska, J.; Viinikainen, J.] Vanderbilt Univ, 221 Kirkland Hall, Nashville, TN 37235 USA; [Cardwell, B.; Chung, H.; Cox, B.; Hakala, J.; Hirosky, R.; Ledovskoy, A.; Mantilla, C.; Neu, C.; Alvarez, C. Ramon] Univ Virginia, Charlottesville, VA USA; [Bhattacharya, S.; Karchin, P. E.] Wayne State Univ, Detroit, MI USA; [Aravind, A.; Banerjee, S.; Black, K.; Bose, T.; Chavez, E.; Dasu, S.; Everaerts, P.; Galloni, C.; He, H.; Herndon, M.; Herve, A.; Koraka, C. K.; Lanaro, A.; Loveless, R.; Sreekala, J. Madhusudanan; Mallampalli, A.; Mohammadi, A.; Mondal, S.; Parida, G.; Petre, L.; Pinna, D.; Savin, A.; Shang, V.; Sharma, V.; Smith, W. H.; Teague, D.; Tsoi, H. F.; Vetens, W.; Warden, A.] Univ Wisconsin, Madison, WI USA; [Starodumov, A.; Tsamalaidze, Z.; Popova, E.; Musienko, Y.; Parygin, P.; Gavrilov, G.; Golovtcov, V.; Ivanov, Y.; Kim, V.; Murzin, V.; Oreshkin, V.; Sosnov, D.; Sulimov, V.; Uvarov, L.; Vorobyev, A.; Afanasiev, S.; Alexakhin, V.; Budkouski, D.; Golutvin, I.; Gorbunov, I.; Karjavine, V.; Kodolova, O.; Korenkov, V.; Lanev, A.; Malakhov, A.; Matveev, V.; Nikitenko, A.; Palichik, V.; Perelygin, V.; Savina, M.; Shalaev, V.; Shmatov, S.; Shulha, S.; Smirnov, V.; Teryaev, O.; Voytishin, N.; Yuldashev, B. S.; Zarubin, A.; Zhizhin, I.; Andreev, Yu.; Dermenev, A.; Gninenko, S.; Golubev, N.; Karneyeu, A.; Kirpichnikov, D.; Kirsanov, M.; Krasnikov, N.; Tlisova, I.; Toropin, A.; Aushev, T.; Ivanov, K.; Gavrilov, V.; Lychkovskaya, N.; Popov, V.; Zhokin, A.; Chadeeva, M.; Chistov, R.; Polikarpov, S.; Andreev, V.; Azarkin, M.; Kirakosyan, M.; Terkulov, A.; Boos, E.; Bunichev, V.; Dubinin, M.; Dudko, L.; Ershov, A.; Gribushin, A.; Kaminskiy, A.; Klyukhin, V.; Petrushanko, S.; Savrin, V.; Blinov, V.; Dimova, T.; Kozyrev, A.; Radchenko, O.; Skovpen, Y.; Kachanov, V.; Slabospitskii, S.; Uzunian, A.; Babaev, A.; Borshch, V.; Druzhkin, D.] CERN, Geneva, Switzerland; [Tumasyan, A.] Yerevan State Univ, Yerevan, Armenia; [Jeitler, M.; Schieck, J.; Schoefbeck, R.; Wulz, C. -E.] TU Wien, Vienna, Austria; [Tonelli Manganote, E. J.] FACAMP Fac Campinas, Sao Paulo, Brazil; [Chinellato, J.] Univ Estadual Campinas, Campinas, Brazil; [Da Silveira, G. G.; Laux Kuhn, T.; Bernardes, C. A.] Univ Fed Rio Grande do Sul, Porto Alegre, RS, Brazil; [Chen, G. M.; Chen, H. S.; Chen, M.; Liu, Z. -A.; Song, J. N.; Wang, C.; Wang, Z.] Univ Chinese Acad Sci, Beijing, Peoples R China; [Kapoor, A.] China Ctr Adv Sci & Technol, Beijing, Peoples R China; [Sharma, R.] China Spallat Neutron Source, Dongguan, Guangdong, Peoples R China; [Bauer, G.] Henan Normal Univ, Xinxiang, Henan, Peoples R China; [Li, B.] Univ Shanghai Sci & Technol, Shanghai, Peoples R China; [Abdalla, H.] Cairo Univ, Cairo, Egypt; [Aly, R.; Elmetenawee, W.] Helwan Univ, Cairo, Egypt; [Assran, Y.] Suez Univ, Suez, Egypt; [Assran, Y.] British Univ Egypt, Cairo, Egypt; [Agram, J. -L.] Univ Haute Alsace, Mulhouse, France; [Dozen, C.] Istinye Univ, Istanbul, Turkiye; [Toriashvili, T.] Tbilisi State Univ, Tbilisi, Georgia; [Torres Da Silva De Araujo, F.] Univ State Amazonas, Manaus, Amazonas, Brazil; [Lipka, K.] Berg Univ Wuppertal BUW, Wuppertal, Germany; [Lohmann, W.; Karacheban, O.] Brandenburg Tech Univ Cottbus, Cottbus, Germany; [Scham, M.] Forschungszentrum Julich, Julich, Germany; [Horvath, D.] Univ Babes Bolyai, Fac Fiz, Cluj Napoca, Romania; [Gadallah, M. M. A.] Assiut Univ, Phys Dept, Fac Sci, Assiut, Egypt; [Dhingra, N.] Punjab Agr Univ, Ludhiana, Punjab, India; [Barman, S.] Univ Visva Bharati, Santini Ketan, W Bengal, India; [Komaragiri, J. R.; Kumar, D.; Tiwari, P. C.] Indian Inst Sci IISc, Bangalore, Karnataka, India; [Parida, B.] Amity Univ Uttar Pradesh, Noida, India; [Bhowmik, S.] UPES Univ Petr & Energy Studies, Dehra Dun, Uttarakhand, India; [Bahinipati, S.] IIT Bhubaneswar, Bhubaneswar, Odisha, India; [Maity, D.; Naskar, K.; Nayak, A.; Varghese, S.; Vats, D.; Bindhu, V. K. Muraleedharan Nair] Inst Phys, Bhubaneswar, Odisha, India; [Acharya, S.; Gomber, B.; Sahu, B.] Univ Hyderabad, Hyderabad, Telangana, India; [Zeinali, M.] Sharif Univ Technol, Tehran, Iran; [Chenarani, S.] Univ Sci & Technol Mazandaran, Dept Phys, Behshahr, Iran; [Tizchang, S.] Arak Univ, Dept Phys, Fac Sci, Arak, Iran; [Lo Meo, S.] Italian Natl Agcy New Technol Energy & Sustainabl, Bologna, Italy; [Costa, S.; Tricomi, A.] Ctr Siciliano Fis Nucl & Struttura Mat, Catania, Italy; [Meola, S.] Univ Guglielmo Marconi, Rome, Italy; [Lista, L.] Univ Napoli Federico II, Scuola Super Merid, Naples, Italy; [Dorigo, T.] Lulea Univ Technol, Lulea, Sweden; [Moscatelli, F.] CNR, Ist Officina Mat, Perugia, Italy; [Yusuff, I.] Univ Kebangsaan Malaysia, Fac Sci & Technol, Dept Appl Phys, Bangi, Malaysia; [Heredia-De La Cruz, I.] Consejo Nacl Ciencia & Technol, Mexico City, DF, Mexico; [Kailasapathy, B.] Eastern Univ, Trincomalee Campus, Nilaveli, Sri Lanka; [Dharmaratna, W. G. D.] Saegis Campus, Nugegoda, Sri Lanka; [Wanczyk, J.; D'archiac, P. De Bryas Dexmiers; Mascellani, A.; Steggemann, J.; Androsov, K.] Ecole Polytech Fed Lausanne, Lausanne, Switzerland; [Amsler, C.] Stefan Meyer Inst Subat Phys, Vienna, Austria; [Adloff, C.] CNRS, IN2P3, Lab Annecy le Vieux Phys Particules, Annecy Le Vieux, France; [Dumanoglu, I.; Cankocak, K.] Near East Univ, Res Ctr Expt Hlth Sci, Mersin, Turkiye; [Guler, Y.; Guler, E. Gurpinar] Konya Tech Univ, Konya, Turkiye; [Ozdemir, K.] Izmir Bakircay Univ, Izmir, Turkiye; [Tali, B.] Adiyaman Univ, Adiyaman, Turkiye; [Yalvac, M.] Bozok Univ Rektorlugu, Yozgat, Turkiye; [Kaya, M.] Marmara Univ, Istanbul, Turkiye; [Kaya, O.] Milli Savunma Univ, Istanbul, Turkiye; [Tekten, S.] Kafkas Univ, Kars, Turkiye; [Cankocak, K.] Istanbul Okan Univ, Istanbul, Turkiye; [Sen, S.] Hacettepe Univ, Ankara, Turkiye; [Aydilek, O.] Erzincan Binali Yildirim Univ, Erzincan, Turkiye; [Hos, I.] Istanbul Univ Cerrahpasa, Fac Engn, Istanbul, Turkiye; [Belyaev, A.] Univ Southampton, Sch Phys & Astron, Southampton, Hants, England; [Chahal, G. S.] Univ Durham, IPPP, Durham, England; [Nash, J.] Monash Univ, Fac Sci, Clayton, Vic, Australia; [Hogan, J. M.] Bethel Univ, St Paul, MN USA; [Sagir, S.] Karamanoglu Mehmetbey Univ, Karaman, Turkiye; [Hall, A. Reinsvold] US Naval Acad, Annapolis, MD 21402 USA; [Elkafrawy, T.] Ain Shams Univ, Cairo, Egypt; [Dilsiz, K.] Bingol Univ, Bingol, Turkiye; [Mestvirishvili, A.] Georgian Tech Univ, Tbilisi, Georgia; [Ogul, H.] Sinop Univ, Sinop, Turkiye; [Tiras, E.] Erciyes Univ, Kayseri, Turkiye; [Popescu, S.] Horia Hulubei Natl Inst Phys & Nucl Engn IFIN HH, Bucharest, Romania; [Bouhali, O.] Texas A&M Univ Qatar, Doha, Qatar; [Yuldashev, B. S.] Uzbek Acad Sci, Inst Nucl Phys, Tashkent, Uzbekistan | en_US |
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