Identification of low-momentum muons in the CMS detector using multivariate techniques in proton-proton collisions at $\sqrt{s}$ = 13.6 TeV
Creators: name: Chekhovsky, Vladimir
name: Hayrapetyan, Aram
name: Makarenko, Vladimir
name: Tumasyan, Armen
name: Adam, Wolfgang
name: Andrejkovic, Janik Walter
name: Benato, Lisa
name: Bergauer, Thomas
name: Chatterjee, Suman
name: Damanakis, Konstantinos
name: Dragicevic, Marko
name: Hussain, Priya Sajid
name: Jeitler, Manfred
name: Krammer, Natascha
name: Li, Ang
name: Liko, Dietrich
name: Mikulec, Ivan
name: Schieck, Jochen
name: Schöfbeck, Robert
name: Schwarz, Dennis
name: Sonawane, Mangesh
name: Waltenberger, Wolfgang
name: Wulz, Claudia-Elisabeth
name: Janssen, Tahys
name: Kwon, Hyejin
name: Van Laer, Thomas
name: Van Mechelen, Pierre
name: Breugelmans, Nordin
name: D'Hondt, Jorgen
name: Dansana, Soumya
name: De Moor, Alexandre
name: Delcourt, Martin
name: Heyen, Felix
name: Hong, Yanwen
name: Lowette, Steven
name: Makarenko, Inna
name: Müller, Denise
name: Tavernier, Stefaan
name: Tytgat, Michael
name: Van Onsem, Gerrit Patrick
name: Van Putte, Senne
name: Vannerom, David
name: Bilin, Bugra
name: Clerbaux, Barbara
name: Das, Aloke Kumar
name: De Bruyn, Isabelle
name: De Lentdecker, Gilles
name: Evard, Hugues
name: Favart, Laurent
name: Gianneios, Paraskevas
name: Khalilzadeh, Ali
name: Khan, Fakhri Alam
name: Malara, Andrea
name: Shahzad, Muhammad Aamir
name: Thomas, Laurent
name: Vanden Bemden, Max
name: Vander Velde, Catherine
name: Vanlaer, Pascal
name: De Coen, Maarten
name: Dobur, Didar
name: Gokbulut, Gul
name: Knolle, Joscha
name: Lambrecht, Luka
name: Marckx, David
name: Skovpen, Kirill
name: Van Den Bossche, Niels
name: van der Linden, Jan
name: Vandenbroeck, Jules
name: Wezenbeek, Liam
name: Bein, Samuel
name: Benecke, Anna
name: Bethani, Agni
name: Bruno, Giacomo
name: Caputo, Claudio
name: De Favereau De Jeneret, Jerome
name: Delaere, Christophe
name: Donertas, Izzeddin Suat
name: Giammanco, Andrea
name: Guzel, Ahmet Oguz
name: Jain, Sandhya
name: Lemaitre, Vincent
name: Lidrych, Jindrich
name: Mastrapasqua, Paola
name: Tran, Tu Thong
name: Turkcapar, Semra
name: Alves, Gilvan
name: Coelho, Eduardo
name: Correia Silva, Gilson
name: Hensel, Carsten
name: Menezes De Oliveira, Thales
name: Mora Herrera, Clemencia
name: Rebello Teles, Patricia
name: Soeiro, Mariana
name: Tonelli Manganote, Edmilson José
name: Vilela Pereira, Antonio
name: Aldá Júnior, Walter Luiz
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: Gomes De Souza, Raphael
name: Laux Kuhn, Tulio
name: Macedo, Matheus
name: Martins, Jordan
name: Mota Amarilo, Kevin
name: Mundim, Luiz
name: Nogima, Helio
name: Pinheiro, Joao Pedro
name: Santoro, Alberto
name: Sznajder, Andre
name: Thiel, Mauricio
name: Bernardes, Cesar Augusto
name: Calligaris, Luigi
name: Tomei, Thiago
name: De Moraes Gregores, Eduardo
name: Maietto Silverio, Isabela
name: Mercadante, Pedro G.
name: Novaes, Sergio F.
name: Orzari, Breno
name: Padula, Sandra
name: Scheurer, Valerie
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: Litov, Leander
name: Pavlov, Borislav
name: Petkov, Peicho
name: Petrov, Anton
name: Shumka, Elton
name: Keshri, Sumit
name: Laroze Navarrete, David Nicolas
name: Thakur, Shalini
name: Cheng, Tongguang
name: Javaid, Tahir
name: Yuan, Li
name: Hu, Zhen
name: Liang, Zhengchen
name: Liu, Jinfeng
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: Sharma, Ramkrishna
name: Song, Jia-ning
name: Tao, Junquan
name: Wang, Chu
name: Wang, Jin
name: Wang, Zebing
name: Zhang, Huaqiao
name: Zhao, Jingzhou
name: Agapitos, Antonis
name: Ban, Yong
name: Carvalho Antunes De Oliveira, Alexandra
name: Deng, Sen
name: Guo, Botao
name: Jiang, Chuqiao
name: Levin, Andrew
name: Li, Congqiao
name: Li, Qiang
name: Mao, Yajun
name: Qian, Sitian
name: Qian, Si-Jin
name: Qin, Xuelong
name: Sun, Xiaohu
name: Wang, Dayong
name: Yang, Heng
name: Zhao, Yuzhe
name: Zhou, Chen
name: Yang, Shuai
name: You, Zhengyun
name: Jaffel, Khawla
name: Lu, Nan
name: Bauer, Gerry
name: Li, Bolin
name: Wang, Hui
name: Yi, Kai
name: Zhang, Jingqing
name: Li, Yuji
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: Jaramillo, Johny
name: Rendón, César
name: Rodriguez, Manuel
name: Ruales Barbosa, Anderson Alexis
name: Ruiz Alvarez, José David
name: Giljanovic, Duje
name: Godinovic, Nikola
name: Lelas, Damir
name: Sculac, Ana
name: Kovac, Marko
name: Petkovic, Andro
name: Sculac, Toni
name: Bargassa, Pedrame
name: Brigljevic, Vuko
name: Chitroda, Bhakti Kanulal
name: Ferencek, Dinko
name: Jakovcic, Kresimir
name: Starodumov, Andrei
name: Susa, Tatjana
name: Attikis, Alexandros
name: Christoforou, Konstantinos
name: Hadjiagapiou, Andreas
name: Leonidou, Christos
name: Mousa, Jehad
name: Nicolaou, Charalambos
name: Paizanos, Leonidas
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: Aly, Reham
name: Assran, Yasser
name: Muhammad, Muhammad Abdullah Abdulfattah
name: Mahmoud, Mohammed
name: Ehataht, Karl
name: Kadastik, Mario
name: Lange, Torben
name: Nielsen, Christine
name: Pata, Joosep
name: Raidal, Martti
name: Tani, Laurits
name: Veelken, Christian
name: Osterberg, Kenneth
name: Voutilainen, Mikko
name: Bin Norjoharuddeen, Nurfikri
name: Brücken, Erik
name: Garcia Fuentes, Francisco Ignacio
name: Inkaew, Patin
name: Kallonen, Kimmo Tuomas Samuli
name: Lampén, Tapio
name: Lassila-Perini, Kati
name: Lehti, Sami
name: Lindén, Tomas
name: Myllymäki, Mikael
name: Rantanen, Milla-maarit
name: Tuominiemi, Jorma
name: Kirschenmann, Henning
name: Luukka, Panja-Riina
name: Petrow, Henri
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: Kumar, Mintu
name: Lohezic, Victor
name: Malcles, Julie
name: Orlandi, Francesco
name: Portales, Louis
name: Rosowsky, André
name: Sahin, Mehmet Özgür
name: Savoy-Navarro, Aurore
name: Simkina, Polina
name: Titov, Maksym
name: Tornago, Marta
name: Beaudette, Florian
name: Boldrini, Giacomo
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name: Cappati, Alessandra
name: Charlot, Claude
name: Chiusi, Marco
name: Cuisset, Th?o Damien
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name: Ehle, Isaac Telford
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name: Gilbert, Andrew
name: Granier de Cassagnac, Raphael
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name: Kalipoliti, Lida
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name: Manoni, Martina
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name: Salerno, Roberto
name: Sauvan, Jean-Baptiste
name: Sirois, Yves
name: Sokmen, Gamze
name: Urda Gómez, Lourdes
name: Vernazza, Elena
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name: Zghiche, Amina
name: Agram, Jean-Laurent
name: Andrea, Jeremy
name: Bloch, Daniel
name: Brom, Jean-Marie
name: Chabert, Eric Christian
name: Collard, Caroline
name: Falke, Saskia
name: Goerlach, Ulrich
name: Haeberle, Raphael
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name: Poncet, Oceane
name: Saha, Gourab
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name: Di Florio, Adriano
name: Amram, David
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name: Wiedenbeck, Sebastian
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name: Creanza, Donato
name: D'Anzi, Brunella
name: De Filippis, Nicola
name: De Palma, Mauro
name: Elmetenawee, Walaa
name: Ferrara, Nicola
name: Fiore, Luigi
name: Iaselli, Giuseppe
name: Longo, Luigi
name: Louka, Magdy
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: Ramos, Dayron
name: Ranieri, Antonio
name: Silvestris, Lucia
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name: Troiano, Donato
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name: Cavallo, Francesca Romana
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name: Fasanella, Daniele
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name: Grandi, Claudio
name: Guiducci, Luigi
name: Lo Meo, Sergio
name: Lorusso, Marco
name: Lunerti, Leonardo
name: Marcellini, Stefano
name: Masetti, Gianni
name: Navarria, Francesco
name: Paggi, Giulia
name: Perrotta, Andrea
name: Primavera, Federica
name: Rossi, Antonio
name: Rossi Tisbeni, Simone
name: Rovelli, Tiziano
name: Siroli, Gian Piero
name: Costa, Salvatore
name: Di Mattia, Alessandro
name: Lapertosa, Alessandro
name: Potenza, Renato
name: Tricomi, Alessia
name: Assiouras, Panagiotis
name: Barbagli, Giuseppe
name: Bardelli, Giulio
name: Camaiani, Benedetta
name: Cassese, Antonio
name: Ceccarelli, Rudy
name: Ciulli, Vitaliano
name: Civinini, Carlo
name: D'Alessandro, Raffaello
name: Focardi, Ettore
name: Kello, Tomas
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name: Kim, Yongsun
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name: Bhyun, Ji Hwan
name: Choi, Junho
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name: Jun, Won
name: Kim, Junho
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name: Ko, Sanghyun
name: Lee, Haneol
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name: Lee, Jeongeun
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name: Lee, Younghoon
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name: Gharbia, Yousef
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name: Dreimanis, Karlis
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name: Osite, Dace
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name: Potrebko, Andris
name: Seidel, Markus
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name: Tamulaitis, Gintautas
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name: Encinas Acosta, Hedwin Aaron
name: Gallegos Maríñez, Luis Gabriel
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name: Valencia Palomo, Lizardo
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name: Castilla-Valdez, Heriberto
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name: Oropeza Barrera, Cristina
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name: Cepeda, Maria
name: Cerrada, Marcos
name: Colino, Nicanor
name: De La Cruz, Begona
name: Delgado Peris, Antonio
name: Escalante Del Valle, Alberto
name: Fernández Del Val, Diego
name: Fernández Ramos, Juan Pablo
name: Flix, Jose
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name: Gonzalez Lopez, Oscar
name: Goy Lopez, Silvia
name: Hernandez, Jose M.
name: Josa, Maria Isabel
name: Llorente Merino, Javier
name: Martin Perez, Cristina
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name: Navarro Tobar, Álvaro
name: Perez Dengra, Carlos
name: Pérez-Calero Yzquierdo, Antonio María
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name: Redondo, Ignacio
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name: Vazquez Escobar, Julia
name: de Trocóniz, Jorge F.
name: Alvarez Gonzalez, Barbara
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name: Fernandez Menendez, Javier
name: Folgueras, Santiago
name: Gonzalez Caballero, Isidro
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name: Palencia Cortezon, Enrique
name: Prado Pico, Javier
name: Rodríguez Bouza, Víctor
name: Soto Rodríguez, Alejandro
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name: Cabrillo, Iban Jose
name: Calderon, Alicia
name: Duarte Campderros, Jordi
name: Fernandez, Marcos
name: Gomez, Gervasio
name: Lasaosa García, Clara
name: Lopez Ruiz, Ruben
name: Martinez Rivero, Celso
name: Martinez Ruiz del Arbol, Pablo
name: Matorras, Francisco
name: Matorras Cuevas, Pablo
name: Navarrete Ramos, Efren
name: Piedra Gomez, Jonatan
name: Scodellaro, Luca
name: Vila, Ivan
name: Vizan Garcia, Jesus Manuel
name: Kailasapathy, Balashangar
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name: Liyanage, Kalpanie
name: Perera, Nimantha
name: Abbaneo, Duccio
name: Amendola, Chiara
name: Auffray, Etiennette
name: Baechler, Joachim
name: Barney, David
name: Bermúdez Martínez, Armando
name: Bianco, Michele
name: Bin Anuar, Afiq Aizuddin
name: Bocci, Andrea
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name: Botta, Cristina
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name: Brondolin, Erica
name: Brown, Christopher Edward
name: Caillol, Cécile
name: Cerminara, Gianluca
name: Chernyavskaya, Nadezda
name: D'Enterria, David
name: Dabrowski, Anne
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name: De Roeck, Albert
name: Defranchis, Matteo Maria
name: Deile, Mario
name: Dobson, Marc
name: Franzoni, Giovanni
name: Funk, Wolfgang
name: Giani, Simone
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name: Gill, Karl
name: Glege, Frank
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name: Hegeman, Jeroen
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name: Monti, Fabio
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name: Neutelings, Izaak
name: Orfanelli, Styliani
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name: Riti, Federica
name: Rovere, Marco
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name: Salvatico, Riccardo
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name: Sharma, Archana
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name: Silva, Pedro
name: Sphicas, Paraskevas
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name: Steen, Arnaud
name: Summers, Sioni
name: Treille, Daniel
name: Tropea, Paola
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name: Wang, Jing
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name: Zehetner, Philipp
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name: Caminada, Lea
name: Ebrahimi, Aliakbar
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name: Lange, Clemens
name: Missiroli, Marino
name: Noehte, Lars
name: Rohe, Tilman
name: Samalan, Amrutha
name: Aarrestad, Thea Klaeboe
name: Backhaus, Malte
name: Bonomelli, Giorgia
name: Cazzaniga, Cesare
name: Datta, Kaustuv
name: De Bryas Dexmiers D`archiac, Paul
name: De Cosa, Annapaola
name: Dissertori, Günther
name: Dittmar, Michael
name: Donegà, Mauro
name: Eble, Florian
name: Galli, Massimiliano
name: Gedia, Krunal
name: Glessgen, Franz
name: Grab, Christoph
name: Härringer, Nico
name: Harte, Thierry Guillaume
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name: Lustermann, Werner
name: Lyon, Anne-mazarine
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name: Marchegiani, Matteo
name: Marchese, Luigi
name: Mascellani, Anna
name: Nessi-Tedaldi, Francesca
name: Pauss, Felicitas
name: Perovic, Vasilije
name: Pigazzini, Simone
name: Ristic, Branislav
name: Seidita, Roberto
name: Steggemann, Jan
name: Tarabini, Alessandro
name: Valsecchi, Davide
name: Wallny, Rainer
name: Amsler, Claude
name: Bärtschi, Pascal
name: Canelli, Maria Florencia
name: Cormier, Kyle
name: Huwiler, Marc
name: Jin, Weijie
name: Jofrehei, Arash
name: Kilminster, Benjamin
name: Leontsinis, Stefanos
name: Liechti, Sascha Pascal
name: Macchiolo, Anna
name: Meiring, Peter
name: Meng, Fanqiang
name: Motta, Jona
name: Reimers, Arne
name: Robmann, Peter
name: Senger, Matias
name: Shokr, Eslam
name: Stäger, Fabian
name: Tramontano, Raffaella
name: Adloff, Catherine
name: Bhowmik, Debabrata
name: Kuo, Chia-Ming
name: Lin, Willis
name: Rout, Prasant Kumar
name: Tiwari, Praveen Chandra
name: Ceard, Ludivine
name: Chen, Kai-Feng
name: Chen, Zheng-gang
name: De Iorio, Agostino
name: Hou, George Wei-Shu
name: Hsu, Ting-hsiang
name: Kao, Yu-wei
name: Karmakar, Saikat
name: Kole, Gouranga
name: Li, You-ying
name: Lu, Rong-Shyang
name: Paganis, Efstathios
name: Su, Xing-fu
name: Thomas-Wilsker, Joshuha
name: Tsai, Lian-sheng
name: Tsionou, Dimitra
name: Wu, Hsin-yeh
name: Yazgan, Efe
name: Asawatangtrakuldee, Chayanit
name: Srimanobhas, Norraphat
name: Wachirapusitanand, Vichayanun
name: Maghrbi, Yasser
name: Agyel, Doruk
name: Boran, Fatma
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: Komurcu, Yildiray
name: Onengut, Gulsen
name: Ozdemir, Kadri
name: Polatoz, Ayse
name: Tali, Bayram
name: Tok, Ufuk Guney
name: Uslan, Ebru
name: Zorbakir, Ibrahim Soner
name: Yalvac, Metin
name: Akgun, Bora
name: Atakisi, Ismail Okan
name: Gulmez, Erhan
name: Kaya, Mithat
name: Kaya, Ozlem
name: Tekten, Sevgi
name: Cakir, Altan
name: Cankocak, Kerem
name: Sen, Sercan
name: Aydilek, Orhan
name: Hacisahinoglu, Burak
name: Hos, Ilknur
name: Kaynak, Berkan
name: Ozkorucuklu, Suat
name: Potok, Onur
name: Sert, Hale
name: Simsek, Cagdas
name: Zorbilmez, Caglar
name: Cerci, Salim
name: Isildak, Bora
name: Sunar Cerci, Deniz
name: Yetkin, Taylan
name: Boyaryntsev, Andriy
name: Grynyov, Boris
name: Levchuk, Leonid
name: Anthony, David
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name: Bundock, Aaron
name: Bury, Florian Joel J.
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name: Ball, Austin
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name: Brew, Christopher
name: Brown, Robert M.
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name: Elliot, Alison
name: Ellis, Katherine Victoria
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name: Harper, Sam
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name: Newbold, Dave M.
name: Olaiya, Emmanuel
name: Petyt, David
name: Reis, Thomas
name: Sahasransu, Abanti Ranadhir
name: Salvi, Giovanna
name: Schuh, Thomas
name: Shepherd-Themistocleous, Claire
name: Tomalin, Ian R.
name: Whalen, Kathleen Charlotte
name: Williams, Thomas
name: Andreou, Irene
name: Bainbridge, Robert
name: Bloch, Philippe
name: Buchmuller, Oliver
name: Carrillo Montoya, Camilo Andres
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name: Colling, David
name: Dancu, Julia Suzana
name: Das, Indranil
name: Dauncey, Paul
name: Davies, Gavin
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name: Fayer, Simon
name: Fedi, Giacomo
name: Hall, Geoffrey
name: Howard, Alexander
name: Iles, Gregory
name: Knight, Charlotte Rose
name: Krueper, Paul
name: Langford, Jonathon
name: Law, Kai Hong
name: León Holgado, Jaime
name: Lyons, Louis
name: Magnan, Anne-Marie
name: Maier, Benedikt
name: Mallios, Stavros
name: Mieskolainen, Mikael
name: Nash, Jordan
name: Pesaresi, Mark
name: Pradeep, Prijith Babu
name: Radburn-Smith, Benjamin Charles
name: Richards, Alexander
name: Rose, Andrew
name: Savva, Klitos
name: Seez, Christopher
name: Shukla, Raghunandan
name: Tapper, Alexander
name: Uchida, Kirika
name: Uttley, George Peter
name: Virdee, Tejinder
name: Vojinovic, Milos
name: Wardle, Nicholas
name: Winterbottom, Daniel
name: Cole, Joanne
name: Khan, Akram
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name: Reid, Ivan
name: Abdullin, Salavat
name: Brinkerhoff, Andrew
name: Collins, Evan
name: Darwish, Mohamed Rashad
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name: Hatakeyama, Kenichi
name: Hegde, Vinay
name: Hiltbrand, Joshua
name: McMaster, Brooks
name: Samudio, Jonathan
name: Sawant, Siddhesh
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name: Wilson, Jonathan
name: Bartek, Rachel
name: Dominguez, Aaron
name: Simsek, Ali Eren
name: Yu, Shin-Shan
name: Bam, Bhim
name: Buchot Perraguin, Axel
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name: Cooper, Seth
name: Crovella, Colin
name: Gleyzer, Sergei V.
name: Pearson, Emma
name: Perez, Cilicia Uzziel
name: Rumerio, Paolo
name: Usai, Emanuele
name: Yi, Ruole
name: Akpinar, Alp
name: Cosby, Christopher
name: De Castro, Gianfranco
name: Demiragli, Zeynep
name: Erice, Carlos
name: Fangmeier, Caleb
name: Fernandez Madrazo, Celia
name: Fontanesi, Elisa
name: Gastler, Daniel
name: Golf, Frank
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name: Salyer, Kaitlin
name: Sperka, David
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name: Lanaro, Armando
name: Loveless, Richard
name: Madhusudanan Sreekala, Jithin
name: Mallampalli, Abhishikth
name: Mohammadi, Abdollah
name: Mondal, Susmita
name: Parida, Ganesh
name: Pétré, Laurent
name: Pinna, Deborah
name: Savin, Alexander
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name: Smith, Wesley H.
name: Teague, Dylan
name: Tsoi, Ho Fung
name: Vetens, Wren
name: Warden, Abigail
name: Afanasiev, Serguei
name: Alexakhin, Vadim
name: Budkouski, Dzmitry
name: Golutvin, Igor
name: Gorbunov, Ilya
name: Karjavine, Vladimir
name: Kodolova, Olga
name: Korenkov, Vladimir
name: Lanev, Alexander
name: Malakhov, Alexander
name: Matveev, Viktor
name: Nikitenko, Alexander
name: Palichik, Vladimir
name: Perelygin, Victor
name: Savina, Maria
name: Shalaev, Vladislav
name: Shmatov, Sergey
name: Shulha, Siarhei
name: Smirnov, Vitaly
name: Teryaev, Oleg
name: Voytishin, Nikolay
name: Yuldashev, Bekhzod S.
name: Zarubin, Anatoli
name: Zhizhin, Ilia
name: Gavrilov, Genady
name: Golovtcov, Victor
name: Ivanov, Yury
name: Kim, Victor
name: Murzin, Victor
name: Oreshkin, Vadim
name: Sosnov, Dmitry
name: Sulimov, Valentin
name: Uvarov, Lev
name: Vorobyev, Alexey
name: Andreev, Yuri
name: Dermenev, Alexander
name: Gninenko, Sergei
name: Golubev, Nikolai
name: Karneyeu, Anton
name: Kirpichnikov, Dmitrii
name: Kirsanov, Mikhail
name: Krasnikov, Nikolai
name: Tlisova, Irina
name: Toropin, Alexander
name: Aushev, Tagir
name: Ivanov, Kirill
name: Gavrilov, Vladimir
name: Lychkovskaya, Natalia
name: Popov, Vladimir
name: Zhokin, Alexander
name: Chadeeva, Marina
name: Chistov, Ruslan
name: Polikarpov, Sergey
name: Andreev, Vladimir
name: Azarkin, Maksim
name: Kirakosyan, Martin
name: Terkulov, Adel
name: Boos, Edouard
name: Bunichev, Viacheslav
name: Dubinin, Mikhail
name: Dudko, Lev
name: Ershov, Alexander
name: Gribushin, Andrey
name: Kaminskiy, Alexandre
name: Klyukhin, Vyacheslav
name: Petrushanko, Sergey
name: Savrin, Viktor
name: Blinov, Vladimir
name: Dimova, Tatyana
name: Kozyrev, Aleksei
name: Radchenko, Olesia
name: Skovpen, Yuri
name: Kachanov, Vassili
name: Slabospitskii, Sergei
name: Uzunian, Andrey
name: Babaev, Anton
name: Borshch, Vladislav
name: Druzhkin, Dmitry
name: CMS Collaboration
Publisher: name: Deutsches Elektronen-Synchrotron, DESY, Hamburg
Year: 2024

description: '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$^{-1}$.