Title: | Muon identification using multivariate techniques in the CMS experiment in proton-proton collisions at √s = 13 TeV |
Other Titles: | Muon identification using multivariate techniques in the CMS experiment in proton-proton collisions at sqrt(s) = 13 TeV |
Authors: | Hayrapetyan, A Tumasyan, A Adam, W Andrejkovic, JW Bergauer, T Chatterjee, S Damanakis, K Dragicevic, M Escalante Del Valle, A Hussain, PS Jeitler, M Xie, W Ille, B Collura, G Nanda, S Perera, N Oh, G James, T Zejdl, P Dugad, S Milosevic, V Krolikowski, J Kim, B Wang, Q Xiao, M Dewanjee, RK Dabrowski, A Hadjiiska, R Latino, G Ozek, B Pilipovic, D Roy, T Dorsett, A McLean, C Meneguzzo, AT Davis, J Pata, J Akchurin, N Eckstein, D Rudrabhatla, S Appelt, E Nickel, M Lu, N Incandela, J Le Bihan, A-C Greene, S McCauley, T Mao, J Gurrola, A Carrillo Montoya, CA Colling, D Zabolotny, W Gao, X Ojalvo, I Orimoto, T Clare, R Bluj, M Johns, W Mal, P Wen, Y Marinelli, N Kunnawalkam Elayavalli, R Gomber, B Berryhill, J Terrill, W Magnan, A-M Chen, HS Urda Gómez, L Melo, A Martelli, A Jaramillo, J Zotto, P Romeo, F Nguyen, V Viliani, L Zolkapli, Z Iaydjiev, P Kao, YW Sheldon, P Acharya, H Tuo, S Velkovska, J Gallegos Maríñez, LG Wichmann, K Simsek, AE Liyanage, K Portales, L Raidal, M Potrebko, A Kontaxakis, P De Cosa, A Zhu, RY Karapostoli, G Padula, SS Viinikainen, J Bryant, P Gilbert, A Cardwell, B Diekmann, S Grzanka, L Benussi, L Kovac, M Mishra, T Moortgat, F Xiao, J Boimska, B Cox, B Nabili, S Mahon, D Kumar, M Bryson, M Primavera, F Elmetenawee, W Hakala, J Hirosky, R Ledovskoy, A Kim, D Li, A Uniyal, R Dinardo, ME Janot, P Petrucciani, G Muhammad, A Agarwal, G Dhingra, N Breedon, R Ye, Z Neu, C Blumenfeld, B Pitt, M Bacchetta, N Hill, C Gecse, Z Lange, D Richman, J Albert, A Dodonova, A Perez Lara, CE Redjeb, W Karchin, PE Della Ricca, G Yoo, J Muraleedharan Nair Bindhu, VK Saka, H Castells, S Bonilla, J Valsecchi, D Tani, L Aravind, A Ramirez-Sanchez, G Treille, D Hinzmann, A Lee, SW Wolf, R Bartók, M Khurana, R Rohlf, J Kieseler, J Winer, BL Bhat, PC Mcgrady, C Alhusseini, M Ratti, MG Górski, M Banerjee, S Vargas Hernandez, AM Kole, G Black, K Tishelman-Charny, A Tziaferi, E Csorgo, T Bose, T Merlin, JA Orfanelli, S Dasu, S Bianco, S Kyberd, P Li, YY Sarica, U Yoo, J Popescu, S De Bruyn, I Maggi, M Paus, C Barnes, VE Bodek, A Mohrman, K Laurila, S Dansana, S Everaerts, P Galloni, C Fedi, G Marchegiani, M He, H Wiens, L Herndon, M Reichmann, M Chudasama, R Greau, G Lu, R-S Migliorini, M Schmitz, R Faure, JL Eich, N Veelken, C Kazana, M Wissing, C Herve, A Lenzi, P Moore, C Kaur, A Vilela Pereira, A Burkett, K Koraka, CK Passaseo, M Rádl, AJ Kwan, S Lecoq, P Zucchetta, A Lanaro, A Brigljevic, V Rotter, J Setti, F Naskar, K Di Florio, A Seo, H Gonzalez Caballero, I Loveless, R Aldá Júnior, WL Madhusudanan Sreekala, J Wuchterl, S Mallampalli, A Hauser, J Tarabini, A Jafari, A Watson, IJ Eliseev, D Perez Dengra, C Swartz, M Boudoul, G Mohammadi, A Van Onsem, GP Mondal, S Mersi, S Chanon, N Ally, D Kumar, A Kravchenko, I Parida, G Campagnola, R Pinna, D Costa, S Dancu, JS Walter, D Szleper, M Tao, J Lehti, S Kirschenmann, H Geurts, FJM Pazzini, J Savin, A Nayak, A Rogan, C Czellar, S Sheplock, J Javaid, T Wulff, JW Tytgat, M Wunsch, S Gaile, A Shang, V Sehrawat, A Cooper, SI Jeppe, L Shopova, M Laktineh, IB Caponero, M Kellogg, RG Leutgeb, E Sharma, V Bisello, D Joshi, BM Smith, WH Teague, D Tsoi, HF Vetens, W Choi, M Bhatnagar, V Karmakar, S Pesaresi, M Warden, A Blend, D Musienko, Y Lath, A Butler, JN Lawhorn, JM Jomhari, NZ Afanasiev, S Zalewski, P Sola, V Kokkas, P Baron, O Siamarkou, E Kapsiak, C Hay, L Yang, Y Trocino, D Spiropulu, M Reissel, C Goulianos, K Paganis, E Petrov, A Sadangi, P Sahu, B Kang, DY Razis, PA Andreev, V Wallny, R Royon, C Ronchese, P Canepa, A Kim, DH Nelson, H Osterberg, K Olsen, J Chiarito, B Reitenspiess, T Andreev, Y Aushev, T Lee, J Azarkin, M Babaev, A Almond, J Stuart, D Cerati, GB Krupa, J Koeth, T Engelke, F Choi, S Belyaev, A Sutantawibul, C Fontana Santos Alves, BA Blinov, V Zaza, A Vora, J Ristic, B Boos, E Sahasransu, AR Cheung, HWK Coelho, E Wightman, A Gleyzer, SV Saha, P Borshch, V Li, D Auffray, E Kaech, B Steen, A Reid, ID Orzari, B Salvatico, R Damgov, J Hiltbrand, J Budkouski, D Rossin, R Chadeeva, M Checchia, P Meiring, P Lourenço, C Erdmann, M Voutilainen, M Yang, TJ Osherson, M Mao, Y Dreimanis, K Laha, A Chekhovsky, V Dobson, M Waltenberger, W Zimermmane Castro Santos, A Jensen, F Riti, F Danilov, M Demiyanov, A Perez, CU Dermenev, A Romero, L Bencze, G Diotalevi, T Dimova, T Chou, JP Rose, A Paredes, S Druzhkin, D Molnar, J Knolle, J Joyce, M Yan, X Pelliccioni, M Choudhary, BC El Faham, H Meola, S Wang, J Zilizi, G Tsamalaidze, Z Dubinin, M Bala, A Krintiras, G Pisano, M Delannoy, AG Krutelyov, V Sanders, S Bunkowski, K Dudko, L Ershov, A Chlebana, F Yates, BR Milosevic, J Dogra, S Gavrilov, G Ban, Y Psallidas, A Van Mechelen, P Arcaro, D Malcles, J Bautista, I Piccolo, D Bharthuar, S Bedoya, CF Leontsinis, S Granier de Cassagnac, R Abdullin, S Masterson, P Swain, SK Gavrilov, V Ruini, D Kasemann, M Fackeldey, P Chandra, S Gershtein, Y González Fernández, JR Gninenko, S Terkulov, A Su, XF Golovtcov, V Golubev, N Malik, S Smith, C Tropea, P Golutvin, I Doroba, K Capiluppi, P Lazarovits, M Velasco, M Migliore, E Vorobyev, A Simonetto, F Bonacorsi, D Rumerio, P Howard, A Pantaleo, F Finger, M Langford, J Gorbunov, I Gribushin, A Pierini, M Solano, A Ivanov, Y Grimault, C Kansal, B Gill, K Strong, G Aly, R D` Anzi, B Lyons, L Saviano, G Varghese, S Morris, M Albrecht, A Kaveh, H Kachanov, V Kardapoltsev, L Brücken, E Schöfbeck, R Krammer, N Liechti, SP Karjavine, V Wang, D Rodríguez Bouza, V Wang, S Amsler, C Tavernier, S Kovalskyi, D Karneyeu, A Wang, Q Parker, A Hadley, NJ Tosi, S Gennai, S Palencia Cortezon, E Tosi, M Calderon De La Barca Sanchez, M Albrecht, S Kim, V Kirakosyan, M Fischer, B Akpinar, A Kalinowski, A Van Hove, P Cummings, G Guchait, M Kirpichnikov, D Ruchti, R Awais, A Ventura, S Abu Zeid, S Behera, SC Giammanco, A Kirsanov, M Kleinwort, C Maier, B Blekman, F Klyukhin, V Mironov, C Innocente, V Ferri, F Kodolova, O Antonello, M Sanz Becerra, DA Konstantinov, D Creanza, D Korenkov, V Thomas-Wilsker, J Usai, E Garcia, F Bornheim, A Fayer, S Lavezzo, L Buchmuller, O Krishna, A Halkiadakis, E Townsend, A Wilson, G Wu, HY Kozyrev, A Hajdu, C Seidita, R Krasnikov, N Chatagnon, P Malgeri, L Dickinson, J Komaragiri, JR Lanev, A Vats, D Mcalister, I Konecki, M Bozzo, M Cerri, O Alison, J Mans, J Levchenko, P Lychkovskaya, N Maksimovic, P Guzzi, L Das, A Couderc, F Bagaturia, I Makarenko, V Pavlov, B West, C Tsatsos, A Ferro, F Hart, A Malakhov, A Yoo, HD Matveev, V Taliercio, A Monroy, J Mannelli, M Sanchez, A Fiore, L Latorre, A Benecke, A Nicolaou, C Murzin, V León Coello, M Nikitenko, A Heindl, M Schieck, J Margjeka, I Triossi, A Havukainen, J Valencia Palomo, L Bols, ES Thachayath, A Jaroslawski, D Bein, S Ivone, F Benato, L Varelas, N Zhang, W Bahinipati, S Nowack, A Purohit, A Li, Q Bonanomi, M Piparo, D Hebbeker, T Connor, P Gigi, D Marquez, J Nachtman, J Wimpenny, S Eich, M Ogul, H Horvath, D El Morabit, K Perries, S Bärtschi, P Yi, R Fischer, Y Ranken, E Cepeda, M Pétré, L Kang, Y 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M Lobanov, A Steggemann, J Belloni, A Ranjan, K Matthies, C Yazgan, E Kailasapathy, B Flügge, G Harilal, A Mehta, A Rastogi, A Salur, S Rabady, D Mikulec, I Yang, H Paranjpe, MM Kaur, H Colino, N Moureaux, L Marzocchi, B Saunders, M Malvezzi, S Valuev, V Kaadze, K Mrowietz, M Kogler, R Thomas, L Raspereza, A Gallo, E Rebassoo, F Nigamova, A Canelli, MF Nissan, Y Perovic, V Fan, X Pervan, N Nuzzo, S Filatov, O Asawatangtrakuldee, C Paasch, A Keshri, S Martikainen, L Haza, G Schnetzer, S Hernandez, JM Pena Rodriguez, KJ Erice, C Darwish, MR Braghieri, A Pérez-Calero Yzquierdo, A Robutti, E Bandyopadhyay, H Liu, C Quadfasel, T Raciti, B Wang, L Rieger, M De La Cruz, B Jang, W Barney, D Snyder, C Savoiu, D Polikarpov, S Mastrolorenzo, L Le Mahieu, C Calzaferri, S Schindler, J Ko, B Huh, C Gras, P Claes, DR Sirois, Y Wright, D Cacchio, V Castaneda Hernandez, A Komm, M Behera, PK Reales Gutiérrez, G Petkov, P Yoon, I Grunewald, M Schleper, P Araujo, M Srimanobhas, N Van Putte, S Pellecchia, 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Keywords: | muon spectrometers;particle identification methods;particle tracking detectors |
Issue Date: | 23-Feb-2024 |
Publisher: | IOP Publishing on behalf of Sissa Medialab |
Citation: | Hayrapetyan, A., Tumasyan, A. et al. for the benefit of the CMS Collaboration (2024) 'Muon identification using multivariate techniques in the CMS experiment in proton-proton collisions at √s = 13 TeV', Journal of Instrumentation, 19 (02), P02031 , pp. 1- 42. doi: 10.1088/1748-0221/19/02/p02031. |
Abstract: | The identification of prompt and isolated muons, as well as muons from heavy-flavour hadron decays, is an important task. We developed two multivariate techniques to provide highly efficient identification for muons with transverse momentum greater than 10 GeV. One provides a continuous variable as an alternative to a cut-based identification selection and offers a better discrimination power against misidentified muons. The other one selects prompt and isolated muons by using isolation requirements to reduce the contamination from nonprompt muons arising in heavy-flavour hadron decays. Both algorithms are developed using 59.7 fb-1 of proton-proton collisions data at a centre-of-mass energy of √(s)=13 TeV collected in 2018 with the CMS experiment at the CERN LHC. |
Description: | An arXiv ePrint: arXiv:2310.03844v2 [hep-ex], is available online at: https://arxiv.org/abs/2310.03844v2 . Comments: Replaced with the published version. Added the journal reference and the DOI. All the figures and tables can be found at https://cms-results.web.cern.ch/cms-results/public-results/publications/MUO-22-001 (CMS Public Pages) |
URI: | https//bura.brunel.ac.uk/handle/2438/28795 |
DOI: | https://doi.org/10.1088/1748-0221/19/02/p02031 |
Other Identifiers: | ORCiD: A. Tumasyan https://orcid.org/0009-0000-0684-6742 ORCiD: Joanne E. Cole https://orcid.org/0000-0001-5638-7599 ORCiD: Akram Khan https://orcid.org/0000-0002-4597-4402 ORCiD: Paul Kyberd https://orcid.org/0000-0002-7353-7090 ORCiD: Ivan D. Reid https://orcid.org/0000-0002-9235-779X P02031 CMS-MUO-22-001 CERN-EP-2023-205 |
Appears in Collections: | Dept of Electronic and Electrical Engineering Research Papers
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