Muon identification using multivariate techniques in the CMS experiment in proton-proton collisions at $\sqrt{s}$ = 13 TeV
Creators: name: Hayrapetyan, Aram
name: Tumasyan, Armen
name: Adam, Wolfgang
name: Andrejkovic, Janik Walter
name: Bergauer, Thomas
name: Chatterjee, Suman
name: Damanakis, Konstantinos
name: Dragicevic, Marko
name: Escalante Del Valle, Alberto
name: Hussain, Priya Sajid
name: Jeitler, Manfred
name: Krammer, Natascha
name: Liko, Dietrich
name: Mikulec, Ivan
name: Schieck, Jochen
name: Schöfbeck, Robert
name: Schwarz, Dennis
name: Sonawane, Mangesh
name: Templ, Sebastian
name: Waltenberger, Wolfgang
name: Wulz, Claudia-Elisabeth
name: Darwish, Mohamed Rashad
name: Janssen, Tahys
name: Van Mechelen, Pierre
name: Bols, Emil Sørensen
name: D'Hondt, Jorgen
name: Dansana, Soumya
name: De Moor, Alexandre
name: Delcourt, Martin
name: El Faham, Hesham
name: Lowette, Steven
name: Makarenko, Inna
name: Müller, Denise
name: Sahasransu, Abanti Ranadhir
name: Tavernier, Stefaan
name: Tytgat, Michael
name: Van Putte, Senne
name: Vannerom, David
name: Clerbaux, Barbara
name: De Lentdecker, Gilles
name: Favart, Laurent
name: Hohov, Dmytro
name: Jaramillo, Johny
name: Khalilzadeh, Ali
name: Lee, Kyeongpil
name: Mahdavikhorrami, Mostafa
name: Malara, Andrea
name: Paredes, Santiago
name: Pétré, Laurent
name: Postiau, Nicolas
name: Thomas, Laurent
name: Vanden Bemden, Max
name: Vander Velde, Catherine
name: Vanlaer, Pascal
name: De Coen, Maarten
name: Dobur, Didar
name: Hong, Yanwen
name: Knolle, Joscha
name: Lambrecht, Luka
name: Mestdach, Gianny
name: Rendón, César
name: Samalan, Amrutha
name: Skovpen, Kirill
name: Van Den Bossche, Niels
name: Wezenbeek, Liam
name: Benecke, Anna
name: Bruno, Giacomo
name: Caputo, Claudio
name: Delaere, Christophe
name: Donertas, Izzeddin Suat
name: Giammanco, Andrea
name: Jaffel, Khawla
name: Jain, Sandhya
name: Lemaitre, Vincent
name: Lidrych, Jindrich
name: Mastrapasqua, Paola
name: Mondal, Kuntal
name: Tran, Tu Thong
name: Wertz, Sébastien
name: Alves, Gilvan
name: Coelho, Eduardo
name: Hensel, Carsten
name: Menezes De Oliveira, Thales
name: Moraes, Arthur
name: Rebello Teles, Patricia
name: Soeiro, Mariana
name: Aldá Júnior, Walter Luiz
name: Alves Gallo Pereira, Miguel
name: Barroso Ferreira Filho, Mapse
name: Brandao Malbouisson, Helena
name: Carvalho, Wagner
name: Chinellato, Jose
name: Da Costa, Eliza Melo
name: Da Silveira, Gustavo Gil
name: De Jesus Damiao, Dilson
name: Fonseca De Souza, Sandro
name: Martins, Jordan
name: Mora Herrera, Clemencia
name: Mota Amarilo, Kevin
name: Mundim, Luiz
name: Nogima, Helio
name: Santoro, Alberto
name: Silva Do Amaral, Sheila Mara
name: Sznajder, Andre
name: Thiel, Mauricio
name: Vilela Pereira, Antonio
name: Bernardes, Cesar Augusto
name: Calligaris, Luigi
name: Tomei, Thiago
name: De Moraes Gregores, Eduardo
name: Mercadante, Pedro G.
name: Novaes, Sergio F.
name: Orzari, Breno
name: Padula, Sandra
name: Aleksandrov, Aleksandar
name: Antchev, Georgy
name: Hadjiiska, Roumyana
name: Iaydjiev, Plamen
name: Misheva, Milena
name: Shopova, Mariana
name: Sultanov, Georgi
name: Dimitrov, Anton
name: Ivanov, Todor
name: Litov, Leander
name: Pavlov, Borislav
name: Petkov, Peicho
name: Petrov, Anton
name: Shumka, Elton
name: Keshri, Sumit
name: Thakur, Shalini
name: Cheng, Tongguang
name: Guo, Qianying
name: Javaid, Tahir
name: Mittal, Monika
name: Yuan, Li
name: Bauer, Gerry
name: Hu, Zhen
name: Yi, Kai
name: Chen, Guo-Ming
name: Chen, He-Sheng
name: Chen, Mingshui
name: Iemmi, Fabio
name: Jiang, Chun-Hua
name: Kapoor, Anshul
name: Liao, Hongbo
name: Liu, Zhenan
name: Monti, Fabio
name: Shahzad, Muhammad Aamir
name: Sharma, Ramkrishna
name: Song, Jia-ning
name: Tao, Junquan
name: Wang, Chu
name: Wang, Jin
name: Wang, Zebing
name: Zhang, Huaqiao
name: Agapitos, Antonis
name: Ban, Yong
name: Levin, Andrew
name: Li, Congqiao
name: Li, Qiang
name: Mao, Yajun
name: Qian, Si-Jin
name: Sun, Xiaohu
name: Wang, Dayong
name: Yang, Heng
name: Zhou, Chen
name: You, Zhengyun
name: Lu, Nan
name: Gao, Xuyang
name: Leggat, Duncan
name: Okawa, Hideki
name: Zhang, Yu
name: Lin, Zhen
name: Lu, Chenfeng
name: Xiao, Meng
name: Avila, Carlos
name: Barbosa Trujillo, Diego Andres
name: Cabrera, Andrés
name: Florez, Carlos
name: Fraga, Jorge
name: Reyes Vega, Jose Antonio
name: Mejia Guisao, Jhovanny
name: Ramirez, Felipe
name: Rodriguez, Manuel
name: Ruiz Alvarez, José David
name: Giljanovic, Duje
name: Godinovic, Nikola
name: Lelas, Damir
name: Sculac, Ana
name: Kovac, Marko
name: Sculac, Toni
name: Bargassa, Pedrame
name: Brigljevic, Vuko
name: Chitroda, Bhakti Kanulal
name: Ferencek, Dinko
name: Mishra, Saswat
name: Starodumov, Andrei
name: Susa, Tatjana
name: Attikis, Alexandros
name: Christoforou, Konstantinos
name: Konstantinou, Sotiroulla
name: Mousa, Jehad
name: Nicolaou, Charalambos
name: Ptochos, Fotios
name: Razis, Panos A.
name: Rykaczewski, Hans
name: Saka, Halil
name: Stepennov, Anton
name: Finger, Miroslav
name: Finger, Michael
name: Kveton, Antonin
name: Ayala, Edy
name: Carrera Jarrin, Edgar
name: Abdalla, Hassan
name: Assran, Yasser
name: Mahmoud, Mohammed
name: Mohammed, Yasser
name: Dewanjee, Ram Krishna
name: Ehataht, Karl
name: Kadastik, Mario
name: Lange, Torben
name: Nandan, Saswati
name: Nielsen, Christine
name: Pata, Joosep
name: Raidal, Martti
name: Tani, Laurits
name: Veelken, Christian
name: Kirschenmann, Henning
name: Osterberg, Kenneth
name: Voutilainen, Mikko
name: Bharthuar, Shudhashil
name: Brücken, Erik
name: Garcia Fuentes, Francisco Ignacio
name: Havukainen, Joona
name: Kallonen, Kimmo Tuomas Samuli
name: Kim, Min Suk
name: Kinnunen, Ritva
name: Lampén, Tapio
name: Lassila-Perini, Kati
name: Lehti, Sami
name: Lindén, Tomas
name: Lotti, Mikko
name: Martikainen, Laura
name: Myllymäki, Mikael
name: Rantanen, Milla-maarit
name: Siikonen, Hannu
name: Tuominen, Eija
name: Tuominiemi, Jorma
name: Luukka, Panja-Riina
name: Petrow, Henri
name: Tuuva, Tuure
name: Besancon, Marc
name: Couderc, Fabrice
name: Dejardin, Marc
name: Denegri, Daniel
name: Faure, Jean-Louis
name: Ferri, Federico
name: Ganjour, Serguei
name: Gras, Philippe
name: Hamel de Monchenault, Gautier
name: Lohezic, Victor
name: Malcles, Julie
name: Rander, John
name: Rosowsky, André
name: Sahin, Mehmet Özgür
name: Savoy-Navarro, Aurore
name: Simkina, Polina
name: Titov, Maksym
name: Baldenegro Barrera, Cristian
name: Beaudette, Florian
name: Buchot Perraguin, Axel
name: Busson, Philippe
name: Cappati, Alessandra
name: Charlot, Claude
name: Damas, Florian
name: Davignon, Olivier
name: De Wit, Adinda
name: Falmagne, Guillaume
name: Fontana Santos Alves, Bruno Afonso
name: Ghosh, Shamik
name: Gilbert, Andrew
name: Granier de Cassagnac, Raphael
name: Hakimi, Alexandre
name: Harikrishnan, Bharadwaj
name: Kalipoliti, Lida
name: Liu, Geliang
name: Motta, Jona
name: Nguyen, Matthew
name: Ochando, Christophe
name: Portales, Louis
name: Salerno, Roberto
name: Sarkar, Uttiya
name: Sauvan, Jean-Baptiste
name: Sirois, Yves
name: Tarabini, Alessandro
name: Vernazza, Elena
name: Zabi, Alexandre
name: Zghiche, Amina
name: Agram, Jean-Laurent
name: Andrea, Jeremy
name: Apparu, Dylan
name: Bloch, Daniel
name: Brom, Jean-Marie
name: Chabert, Eric Christian
name: Collard, Caroline
name: Falke, Saskia
name: Goerlach, Ulrich
name: Grimault, Clément
name: Haeberle, Raphael
name: Le Bihan, Anne-Catherine
name: Sessini, Mario Antoine
name: Van Hove, Pierre
name: Beauceron, Stephanie
name: Blancon, Benjamin
name: Boudoul, Gaelle
name: Chanon, Nicolas
name: Choi, Jieun
name: Contardo, Didier
name: Depasse, Pierre
name: Dozen, Candan
name: El Mamouni, Houmani
name: Fay, Jean
name: Gascon, Susan
name: Gouzevitch, Maxime
name: Greenberg, Christopher
name: Grenier, Gérald
name: Ille, Bernard
name: Laktineh, Imad Baptiste
name: Lethuillier, Morgan
name: Mirabito, Laurent
name: Perries, Stephane
name: Purohit, Arnab
name: Vander Donckt, Muriel
name: Verdier, Patrice
name: Xiao, Jie
name: Bagaturia, Iuri
name: Lomidze, Irakli
name: Tsamalaidze, Zviad
name: Botta, Valeria
name: Feld, Lutz
name: Klein, Katja
name: Lipinski, Martin
name: Meuser, Danilo
name: Pauls, Alexander
name: Röwert, Nicolas
name: Teroerde, Marius
name: Diekmann, Svenja
name: Dodonova, Alena
name: Eich, Niclas
name: Eliseev, Dmitry
name: Engelke, Frederic
name: Erdmann, Martin
name: Fackeldey, Peter
name: Fischer, Benjamin
name: Hebbeker, Thomas
name: Hoepfner, Kerstin
name: Ivone, Francesco
name: Jung, Alexander
name: Lee, Ming-yan
name: Mastrolorenzo, Luca
name: Merschmeyer, Markus
name: Meyer, Arnd
name: Mukherjee, Swagata
name: Noll, Dennis
name: Novak, Andrzej
name: Nowotny, Fabian
name: Pozdnyakov, Andrey
name: Rath, Yannik
name: Redjeb, Wahid
name: Rehm, Florian
name: Reithler, Hans
name: Sarkisovi, Valentina
name: Schmidt, Alexander
name: Schuler, Simon Christoph
name: Sharma, Archana
name: Stein, Annika
name: Torres Da Silva De Araujo, Felipe
name: Vigilante, Lorenzo
name: Wiedenbeck, Sebastian
name: Zaleski, Shawn
name: Dziwok, Christian
name: Flügge, Günter
name: Haj Ahmad, Wael
name: Kress, Thomas
name: Nowack, Andreas
name: Pooth, Oliver
name: Stahl, Achim
name: Ziemons, Tim
name: Zotz, Alexander
name: Aarup Petersen, Henriette
name: Aldaya Martin, Maria
name: Alimena, Juliette
name: Amoroso, Simone
name: An, Ying
name: Baxter, Samuel
name: Bayatmakou, Maryam
name: Becerril Gonzalez, Hugo
name: Behnke, Olaf
name: Belvedere, Alberto
name: Bhattacharya, Soham
name: Blekman, Freya
name: Borras, Kerstin
name: Brunner, David
name: Campbell, Alan
name: Cardini, Andrea
name: Cheng, Chun
name: Colombina, Federica
name: Consuegra Rodríguez, Sandra
name: Correia Silva, Gilson
name: De Silva, Malinda
name: Eckerlin, Guenter
name: Eckstein, Doris
name: Estevez Banos, Luis Ignacio
name: Filatov, Oleg
name: Gallo, Elisabetta
name: Geiser, Achim
name: Giraldi, Angela
name: Greau, Guillaume
name: Guglielmi, Valentina
name: Guthoff, Moritz
name: Hinzmann, Andreas
name: Jafari, Abideh
name: Jeppe, Laurids
name: Jomhari, Nur Zulaiha
name: Kaech, Benno
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name: Kleinwort, Claus
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name: Komm, Matthias
name: Krücker, Dirk
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name: Lipka, Katerina
name: Lohmann, Wolfgang
name: Mankel, Rainer
name: Melzer-Pellmann, Isabell-Alissandra
name: Mendizabal Morentin, Mikel
name: Metwally, Josry
name: Meyer, Andreas Bernhard
name: Milella, Gabriele
name: Mussgiller, Andreas
name: Nürnberg, Andreas
name: Otarid, Younes
name: Pérez Adán, Danyer
name: Ranken, Evan
name: Raspereza, Alexei
name: Ribeiro Lopes, Beatriz
name: Rübenach, Jonas
name: Saggio, Alessia
name: Scham, Moritz
name: Schnake, Simon
name: Schütze, Paul
name: Schwanenberger, Christian
name: Selivanova, Daria
name: Shchedrolosiev, Mykyta
name: Sosa Ricardo, Rafael Eduardo
name: Nair, Lakshmi Priya
name: Stafford, Dominic
name: Vazzoler, Federico
name: Ventura Barroso, Ana
name: Walsh, Roberval
name: Wang, Qun
name: Wen, Yiwen
name: Wichmann, Katarzyna
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name: Wuchterl, Sebastian
name: Yang, Yewon
name: Zimermmane Castro Santos, André
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name: Albrecht, Steffen
name: Antonello, Massimiliano
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name: Matthies, Christopher
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name: Moureaux, Louis
name: Mrowietz, Malte
name: Nigamova, Aliya
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name: Paasch, Alexander
name: Pena Rodriguez, Karla Josefina
name: Quadfasel, Tobias
name: Raciti, Bianca
name: Rieger, Marcel
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name: Schindler, Jörg
name: Schleper, Peter
name: Schröder, Matthias
name: Schwandt, Joern
name: Sommerhalder, Manuel
name: Stadie, Hartmut
name: Steinbrück, Georg
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name: Wolf, Moritz
name: Brommer, Sebastian
name: Burkart, Maximilian
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name: Hofsaess, Robin
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name: Creanza, Donato
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name: Fiore, Luigi
name: Iaselli, Giuseppe
name: Maggi, Giorgio
name: Maggi, Marcello
name: Margjeka, Ilirjan
name: Mastrapasqua, Vincenzo
name: My, Salvatore
name: Nuzzo, Salvatore
name: Pellecchia, Antonello
name: Pompili, Alexis
name: Pugliese, Gabriella
name: Radogna, Raffaella
name: Ramirez-Sanchez, Gabriel
name: Ramos, Dayron
name: Ranieri, Antonio
name: Silvestris, Lucia
name: Simone, Federica Maria
name: Sözbilir, Ümit
name: Stamerra, Anna
name: Venditti, Rosamaria
name: Verwilligen, Piet
name: Zaza, Angela
name: Abbiendi, Giovanni
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name: Viliani, Lorenzo
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name: Bianco, Stefano
name: Campagnola, Roberto
name: Caponero, Michele
name: Meola, Sabino
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name: Goh, Junghwan
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name: D'Enterria, David
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name: David Tinoco Mendes, Andre
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name: Kilminster, Benjamin
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name: Mikuni, Vinicius Massami
name: Molinatti, Umberto
name: Neutelings, Izaak
name: Reimers, Arne
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name: Schweiger, Korbinian
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name: Kole, Gouranga
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name: Asawatangtrakuldee, Chayanit
name: Srimanobhas, Norraphat
name: Wachirapusitanand, Vichayanun
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name: Boran, Fatma
name: Demiroglu, Zuhal Seyma
name: Dolek, Furkan
name: Dumanoglu, Isa
name: Eskut, Eda
name: Guler, Yalcin
name: Gurpinar Guler, Emine
name: Isik, Candan
name: Kara, Ozgun
name: Kayis Topaksu, Aysel
name: Kiminsu, Ugur
name: Onengut, Gulsen
name: Ozdemir, Kadri
name: Polatoz, Ayse
name: Tali, Bayram
name: Tok, Ufuk Guney
name: Turkcapar, Semra
name: Uslan, Ebru
name: Zorbakir, Ibrahim Soner
name: Yalvac, Metin
name: Akgun, Bora
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name: Kaya, Mithat
name: Kaya, Ozlem
name: Tekten, Sevgi
name: Cakir, Altan
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name: Pinna, Deborah
name: Savin, Alexander
name: Shang, Victor
name: Sharma, Varun
name: Smith, Wesley H.
name: Teague, Dylan
name: Tsoi, Ho Fung
name: Vetens, Wren
name: Warden, Abigail
name: Afanasiev, Serguei
name: Andreev, Vladimir
name: Andreev, Yuri
name: Aushev, Tagir
name: Azarkin, Maksim
name: Babaev, Anton
name: Belyaev, Andrey
name: Blinov, Vladimir
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name: Borshch, Vladislav
name: Budkouski, Dzmitry
name: Chadeeva, Marina
name: Chekhovsky, Vladimir
name: Danilov, Mikhail
name: Demiyanov, Andrey
name: Dermenev, Alexander
name: Dimova, Tatyana
name: Druzhkin, Dmitry
name: Dubinin, Mikhail
name: Dudko, Lev
name: Ershov, Alexander
name: Gavrilov, Genady
name: Gavrilov, Vladimir
name: Gninenko, Sergei
name: Golovtcov, Victor
name: Golubev, Nikolai
name: Golutvin, Igor
name: Gorbunov, Ilya
name: Gribushin, Andrey
name: Ivanov, Yury
name: Kachanov, Vassili
name: Kardapoltsev, Leonid
name: Karjavine, Vladimir
name: Karneyeu, Anton
name: Kim, Victor
name: Kirakosyan, Martin
name: Kirpichnikov, Dmitrii
name: Kirsanov, Mikhail
name: Klyukhin, Vyacheslav
name: Kodolova, Olga
name: Konstantinov, Dmitri
name: Korenkov, Vladimir
name: Kozyrev, Aleksei
name: Krasnikov, Nikolai
name: Lanev, Alexander
name: Levchenko, Petr
name: Lychkovskaya, Natalia
name: Makarenko, Vladimir
name: Malakhov, Alexander
name: Matveev, Viktor
name: Murzin, Victor
name: Nikitenko, Alexander
name: Obraztsov, Stepan
name: Oreshkin, Vadim
name: Palichik, Vladimir
name: Perelygin, Victor
name: Petrushanko, Sergey
name: Polikarpov, Sergey
name: Popov, Vladimir
name: Radchenko, Olesia
name: Savina, Maria
name: Savrin, Viktor
name: Shalaev, Vladislav
name: Shmatov, Sergey
name: Shulha, Siarhei
name: Skovpen, Yuri
name: Slabospitskii, Sergei
name: Smirnov, Vitaly
name: Snigirev, Alexander
name: Sosnov, Dmitry
name: Sulimov, Valentin
name: Tcherniaev, Evgueni
name: Terkulov, Adel
name: Teryaev, Oleg
name: Tlisova, Irina
name: Toropin, Alexander
name: Uvarov, Lev
name: Uzunian, Andrey
name: Vorobyev, Alexey
name: Voytishin, Nikolay
name: Yuldashev, Bekhzod S.
name: Zarubin, Anatoli
name: Zhizhin, Ilia
name: Zhokin, Alexander
name: CMS Collaboration
Publisher: name: Deutsches Elektronen-Synchrotron, DESY, Hamburg
Year: 2023
Subjects: hadron, decay
p p, scattering
muon
CMS
heavy quark
TeV
GeV
CERN Lab
transverse momentum
CERN LHC Coll

description: 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 $\sqrt{s}$ = 13 TeV collected in 2018 with the CMS experiment at the CERN LHC.