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"Identification of low-momentum muons in the CMS detector using multivariate techniques in proton-proton collisions at sqrt(s) = 13.6 TeV". Journal of Instrumentation 20 (04). Country unknown/Code not available: Journal of Instrumentation. https://doi.org/10.1088/1748-0221/20/04/P04021. https://par.nsf.gov/biblio/10630222.

@article{osti_10630222,
place = {Country unknown/Code not available}, title = {Identification of low-momentum muons in the CMS detector using multivariate techniques in proton-proton collisions at sqrt(s) = 13.6 TeV}, url = {https://par.nsf.gov/biblio/10630222}, DOI = {10.1088/1748-0221/20/04/P04021}, abstractNote = {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.}, journal = {Journal of Instrumentation}, volume = {20}, number = {04}, publisher = {Journal of Instrumentation}, author = {Chekhovsky, V and Hayrapetyan, A and Makarenko, V and Tumasyan, A and Adam, W and Andrejkovic, JW and Benato, L and Bergauer, T and Chatterjee, S and Damanakis, K and Dragicevic, M and Hussain, PS and Jeitler, M and Krammer, N and Li, A and Liko, D and Mikulec, I and Schieck, J and Schöfbeck, R and Schwarz, D and Sonawane, M and Waltenberger, W and Wulz, C-E and Janssen, T and Kwon, H and Van_Laer, T and Van_Mechelen, P and Breugelmans, N and D'Hondt, J and Dansana, S and De_Moor, A and Delcourt, M and Heyen, F and Hong, Y and Lowette, S and Makarenko, I and Müller, D and Tavernier, S and Tytgat, M and Van_Onsem, GP and Van_Putte, S and Vannerom, D and Bilin, B and Clerbaux, B and Das, AK and De_Bruyn, I and De_Lentdecker, G and Evard, H and Favart, L and Gianneios, P and Khalilzadeh, A and Khan, FA and Malara, A and Shahzad, MA and Thomas, L and Vanden_Bemden, M and Vander_Velde, C and Vanlaer, P and De_Coen, M and Dobur, D and Gokbulut, G and Knolle, J and Lambrecht, L and Marckx, D and Skovpen, K and Van_Den_Bossche, N and van_der_Linden, J and Vandenbroeck, J and Wezenbeek, L and Bein, S and Benecke, A and Bethani, A and Bruno, G and Caputo, C and De_Favereau_De_Jeneret, J and Delaere, C and Donertas, IS and Giammanco, A and Guzel, AO and Jain, Sa and Lemaitre, V and Lidrych, J and Mastrapasqua, P and Tran, TT and Turkcapar, S and Alves, GA and Coelho, E and Correia_Silva, G and Hensel, C and Menezes_De_Oliveira, T and Mora_Herrera, C and Rebello_Teles, P and Soeiro, M and Tonelli_Manganote, EJ and Vilela_Pereira, A and Aldá_Júnior, WL and Barroso_Ferreira_Filho, M and Brandao_Malbouisson, H and Carvalho, W and Chinellato, J and Da_Costa, EM and Da_Silveira, GG and De_Jesus_Damiao, D and Fonseca_De_Souza, S and Gomes_De_Souza, R and Laux_Kuhn, T and Macedo, M and Martins, J and Mota_Amarilo, K and Mundim, L and Nogima, H and Pinheiro, JP and Santoro, A and Sznajder, A and Thiel, M and Bernardes, CA and Calligaris, L and Fernandez_Perez_Tomei, TR and Gregores, EM and Maietto_Silverio, I and Mercadante, PG and Novaes, SF and Orzari, B and Padula, Sandra S and Scheurer, V and Aleksandrov, A and Antchev, G and Hadjiiska, R and Iaydjiev, P and Misheva, M and Shopova, M and Sultanov, G and Dimitrov, A and Litov, L and Pavlov, B and Petkov, P and Petrov, A and Shumka, E and Keshri, S and Laroze, D and Thakur, S and Cheng, T and Javaid, T and Yuan, L and Hu, Z and Liang, Z and Liu, J and Chen, GM and Chen, HS and Chen, M and Iemmi, F and Jiang, CH and Kapoor, A and Liao, H and Liu, Z-A and Sharma, R and Song, JN and Tao, J and Wang, C and Wang, J and Wang, Z and Zhang, H and Zhao, J and Agapitos, A and Ban, Y and Carvalho_Antunes_De_Oliveira, A and Deng, S and Guo, B and Jiang, C and Levin, A and Li, C and Li, Q and Mao, Y and Qian, S and Qian, SJ and Qin, X and Sun, X and Wang, D and Yang, H and Zhao, Y and Zhou, C and Yang, S and You, Z and Jaffel, K and Lu, N and Bauer, G and Li, B and Wang, H and Yi, K and Zhang, J and Li, Y and Lin, Z and Lu, C and Xiao, M and Avila, C and Barbosa_Trujillo, DA and Cabrera, A and Florez, C and Fraga, J and Reyes_Vega, JA and Jaramillo, J and Rendón, C and Rodriguez, M and Ruales_Barbosa, AA and Ruiz_Alvarez, JD and Giljanovic, D and Godinovic, N and Lelas, D and Sculac, A and Kovac, M and Petkovic, A and Sculac, T and Bargassa, P and Brigljevic, V and Chitroda, BK and Ferencek, D and Jakovcic, K and Starodumov, A and Susa, T and Attikis, A and Christoforou, K and Hadjiagapiou, A and Leonidou, C and Mousa, J and Nicolaou, C and Paizanos, L and Ptochos, F and Razis, PA and Rykaczewski, H and Saka, H and Stepennov, A and Finger, M and Finger, M and Kveton, A and Ayala, E and Carrera_Jarrin, E and Abdalla, H and Aly, R and Assran, Y and Abdullah_Al-Mashad, M and Mahmoud, MA and Ehataht, K and Kadastik, M and Lange, T and Nielsen, C and Pata, J and Raidal, M and Tani, L and Veelken, C and Osterberg, K and Voutilainen, M and Bin_Norjoharuddeen, N and Brücken, E and Garcia, F and Inkaew, P and Kallonen, KTS and Lampén, T and Lassila-Perini, K and Lehti, S and Lindén, T and Myllymäki, M and Rantanen, Mm and Tuominiemi, J and Kirschenmann, H and Luukka, P and Petrow, H and Besancon, M and Couderc, F and Dejardin, M and Denegri, D and Faure, JL and Ferri, F and Ganjour, S and Gras, P and Hamel_de_Monchenault, G and Kumar, M and Lohezic, V and Malcles, J and Orlandi, F and Portales, L and Rosowsky, A and Sahin, MÖ and Savoy-Navarro, A and Simkina, P and Titov, M and Tornago, M and Beaudette, F and Boldrini, G and Busson, P and Cappati, A and Charlot, C and Chiusi, M and Cuisset, TD and Damas, F and Davignon, O and De_Wit, A and Ehle, IT and Fontana_Santos_Alves, BA and Ghosh, S and Gilbert, A and Granier_de_Cassagnac, R and Harikrishnan, B and Kalipoliti, L and Liu, G and Manoni, M and Nguyen, M and Obraztsov, S and Ochando, C and Salerno, R and Sauvan, JB and Sirois, Y and Sokmen, G and Urda_Gómez, L and Vernazza, E and Zabi, A and Zghiche, A and Agram, J-L and Andrea, J and Bloch, D and Brom, J-M and Chabert, EC and Collard, C and Falke, S and Goerlach, U and Haeberle, R and Le_Bihan, A-C and Meena, M and Poncet, O and Saha, G and Sessini, MA and Van_Hove, P and Vaucelle, P and Di_Florio, A and Amram, D and Beauceron, S and Blancon, B and Boudoul, G and Chanon, N and Contardo, D and Depasse, P and Dozen, C and El_Mamouni, H and Fay, J and Gascon, S and Gouzevitch, M and Greenberg, C and Grenier, G and Ille, B and Jourdhuy, E and Laktineh, IB and Lethuillier, M and Mirabito, L and Perries, S and Purohit, A and Vander_Donckt, M and Verdier, P and Xiao, J and Lomidze, I and Toriashvili, T and Tsamalaidze, Z and Botta, V and Consuegra_Rodríguez, S and Feld, L and 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Pikurs, G and Potrebko, A and Seidel, M and Sidiropoulos_Kontos, D and Strautnieks, NR and Ambrozas, M and Juodagalvis, A and Rinkevicius, A and Tamulaitis, G and Yusuff, I and Zolkapli, Z and Benitez, JF and Castaneda_Hernandez, A and Encinas_Acosta, HA and Gallegos_Maríñez, LG and León_Coello, M and Murillo_Quijada, JA and Sehrawat, A and Valencia_Palomo, L and Ayala, G and Castilla-Valdez, H and Crotte_Ledesma, H and De_La_Cruz-Burelo, E and Heredia-De_La_Cruz, I and Lopez-Fernandez, R and Mejia_Guisao, J and Sánchez_Hernández, A and Oropeza_Barrera, C and Ramirez_Guadarrama, DL and Ramírez_García, M and Bautista, I and Neri_Huerta, FE and Pedraza, I and Salazar_Ibarguen, HA and Uribe_Estrada, C and Bubanja, I and Raicevic, N and Butler, PH and Ahmad, A and Asghar, MI and Awais, A and Awan, MIM and Hoorani, HR and Khan, WA and Avati, V and Bellora, A and Forthomme, L and Grzanka, L and Malawski, M and Piotrzkowski, K and Bialkowska, H and Bluj, M and Górski, M and Kazana, M and Szleper, M and Zalewski, P and Bunkowski, K and Doroba, K and Kalinowski, A and Konecki, M and Krolikowski, J and Muhammad, A and Fokow, P and Pozniak, K and Zabolotny, W and Araujo, M and Bastos, D and Silva, CBeirão_Da_Cruz E and Boletti, A and Bozzo, M and Camporesi, T and Da_Molin, G and Faccioli, P and Gallinaro, M and Hollar, J and Leonardo, N and Marozzo, GB and Petrilli, A and Pisano, M and Seixas, J and Varela, J and Wulff, JW and Adzic, P and Milenovic, P and Devetak, D and Dordevic, M and Milosevic, J and Nadderd, L and Rekovic, V and Stojanovic, M and Alcaraz_Maestre, J and Bedoya, Cristina F and Brochero_Cifuentes, JA and Carretero, Oliver M and Cepeda, M and Cerrada, M and Colino, N and De_La_Cruz, B and Delgado_Peris, A and Escalante_Del_Valle, A and Fernández_Del_Val, D and Fernández_Ramos, JP and Flix, J and Fouz, MC and Gonzalez_Lopez, O and Goy_Lopez, S and Hernandez, JM and Josa, MI and Llorente_Merino, J and Martin_Perez, C and Martin_Viscasillas, E and Moran, D and Morcillo_Perez, CM and Navarro_Tobar, Á and Perez_Dengra, C and Pérez-Calero_Yzquierdo, A and Puerta_Pelayo, J and Redondo, I and Sastre, J and Vazquez_Escobar, J and de_Trocóniz, JF and Alvarez_Gonzalez, B and Cuevas, J and Fernandez_Menendez, J and Folgueras, S and Gonzalez_Caballero, I and Leguina, P and Palencia_Cortezon, E and Prado_Pico, J and Rodríguez_Bouza, V and Soto_Rodríguez, A and Trapote, A and Vico_Villalba, C and Vischia, P and Blanco_Fernández, S and Cabrillo, IJ and Calderon, A and Duarte_Campderros, J and Fernandez, M and Gomez, G and Lasaosa_García, C and Lopez_Ruiz, R and Martinez_Rivero, C and Martinez_Ruiz_del_Arbol, P and Matorras, F and Matorras_Cuevas, P and Navarrete_Ramos, E and Piedra_Gomez, J and Scodellaro, L and Vila, I and Vizan_Garcia, JM and Kailasapathy, B and Wickramarathna, DDC and Dharmaratna, WGD and Liyanage, K and Perera, N and Abbaneo, D and Amendola, C and Auffray, E and Baechler, J and Barney, D and Bermúdez_Martínez, A and Bianco, M and 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and Yalvac, M and Akgun, B and Atakisi, IO and Gülmez, E and Kaya, M and Kaya, O and Tekten, S and Cakir, A and Cankocak, K and Sen, S and Aydilek, O and Hacisahinoglu, B and Hos, I and Kaynak, B and Ozkorucuklu, S and Potok, O and Sert, H and Simsek, C and Zorbilmez, C and Cerci, S and Isildak, B and Sunar_Cerci, D and Yetkin, T and Boyaryntsev, A and Grynyov, B and Levchuk, L and Anthony, D and Brooke, JJ and Bundock, A and Bury, F and Clement, E and Cussans, D and Flacher, H and Goldstein, J and Heath, HF and Holmberg, M-L and Kreczko, L and Paramesvaran, S and Robertshaw, L and Smith, VJ and Walkingshaw_Pass, K and Ball, AH and Bell, KW and Belyaev, A and Brew, C and Brown, RM and Cockerill, DJA and Cooke, C and Elliot, A and Ellis, KV and Harder, K and Harper, S and Linacre, J and Manolopoulos, K and Newbold, DM and Olaiya, E and Petyt, D and Reis, T and Sahasransu, AR and Salvi, G and Schuh, T and Shepherd-Themistocleous, CH and Tomalin, IR and Whalen, KC and Williams, T and 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Adamidis, K and Bachtis, M and Campos, D and Cousins, R and Datta, A and Flores_Avila, G and Hauser, J and Ignatenko, M and Iqbal, MA and Lam, T and Lo, Yf and Manca, E and Nunez_Del_Prado, A and Saltzberg, D and Valuev, V and Clare, R and Gary, JW and Hanson, G and Aportela, A and Arora, A and Branson, JG and Cittolin, S and Cooperstein, S and Diaz, D and Duarte, J and Giannini, L and Gu, Y and Guiang, J and Kansal, R and Krutelyov, V and Lee, R and Letts, J and Masciovecchio, M and Mokhtar, F and Mukherjee, S and Pieri, M and Primosch, D and Quinnan, M and Sharma, V and Tadel, M and Vourliotis, E and Würthwein, F and Xiang, Y and Yagil, A and Barzdukas, A and Brennan, L and Campagnari, C and Downham, K and Grieco, C and Hussain, MM and Incandela, J and Kim, J and Li, AJ and Masterson, P and Mei, H and Richman, J and Santpur, SN and Sarica, U and Schmitz, R and Setti, F and Sheplock, J and Stuart, D and Vámi, TÁ and Yan, X and Zhang, D and Bhattacharya, S and Bornheim, A and Cerri, O 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and Cerati, GB and Cheung, HWK and Chlebana, F and Cummings, G and Dutta, I and Elvira, VD and Freeman, J and Gandrakota, A and Gecse, Z and Gray, L and Green, D and Grummer, A and Grünendahl, S and Guerrero, D and Gutsche, O and Harris, RM and Herwig, TC and Hirschauer, J and Jayatilaka, B and Jindariani, S and Johnson, M and Joshi, U and Klijnsma, T and Klima, B and Kwok, KHM and Lammel, S and Lee, C and Lincoln, D and Lipton, R and Liu, T and Maeshima, K and Mason, D and McBride, P and Merkel, P and Mrenna, S and Nahn, S and Ngadiuba, J and Noonan, D and Norberg, S and Papadimitriou, V and Pastika, N and Pedro, K and Pena, C and Ravera, F and Reinsvold_Hall, A and Ristori, L and Safdari, M and Sexton-Kennedy, E and Smith, N and Soha, A and Spiegel, L and Stoynev, S and Strait, J and Taylor, L and Tkaczyk, S and Tran, NV and Uplegger, L and Vaandering, EW and Zoi, I and Aruta, C and Avery, P and Bourilkov, D and Chang, P and Cherepanov, V and Field, RD and Huh, C and Koenig, E and 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Merlo, J-P and Mestvirishvili, A and Neogi, O and Ogul, H and Onel, Y and Penzo, A and Snyder, C and Tiras, E and Blumenfeld, B and Corcodilos, L and Davis, J and Gritsan, AV and Kang, L and Kyriacou, S and Maksimovic, P and Roguljic, M and Roskes, J and Sekhar, S and Swartz, M and Abreu, A and Alcerro_Alcerro, LF and Anguiano, J and Arteaga_Escatel, S and Baringer, P and Bean, A and Flowers, Z and Grove, D and King, J and Krintiras, G and Lazarovits, M and Le_Mahieu, C and Marquez, J and Murray, M and Nickel, M and Popescu, S and Rogan, C and Royon, C and Sanders, S and Smith, C and Wilson, G and Allmond, B and Gujju_Gurunadha, R and Ivanov, A and Kaadze, K and Maravin, Y and Natoli, J and Roy, D and Sorrentino, G and Baden, A and Belloni, A and Bistany-riebman, J and Chen, YM and Eno, SC and Hadley, NJ and Jabeen, S and Kellogg, RG and Koeth, T and Kronheim, B and Lascio, S and Mignerey, AC and Nabili, S and Palmer, C and Papageorgakis, C and Paranjpe, MM and Popova, E and Shevelev, A and Wang, L and Zhang, L and Baldenegro_Barrera, C and Bendavid, J and Bright-Thonney, S and Cali, IA and Chou, Pc and D'Alfonso, M and Eysermans, J and Freer, C and Gomez-Ceballos, G and Goncharov, M and Grosso, G and Harris, P and Hoang, D and Kovalskyi, D and Krupa, J and Lavezzo, L and Lee, Y-J and Long, K and Mcginn, C and Novak, A and Park, MI and Paus, C and Reissel, C and Roland, C and Roland, G and Rothman, S and Stephans, GSF and Wang, Z and Wyslouch, B and Yang, TJ and Crossman, B and Kapsiak, C and Krohn, M and Mahon, D and Mans, J and Marzocchi, B and Revering, M and Rusack, R and Saradhy, R and Strobbe, N and Bloom, K and Claes, DR and Haza, G and Hossain, J and Joo, C and Kravchenko, I and Rohilla, A and Siado, JE and Tabb, W and Vagnerini, A and Wightman, A and Yan, F and Yu, D and Bandyopadhyay, H and Hay, L and Hsia, Hw and Iashvili, I and Kalogeropoulos, A and Kharchilava, A and Morris, M and Nguyen, D and Rappoccio, S and Rejeb_Sfar, H and Williams, A and Young, P 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Winer, BL and Yates, BR and Bouchamaoui, H and Coldham, K and Das, P and Dezoort, G and Elmer, P and Fackeldey, P and Frankenthal, A and Greenberg, B and Haubrich, N and Kennedy, K and Kopp, G and Kwan, S and Lai, Y and Lange, D and Loeliger, A and Marlow, D and Ojalvo, I and Olsen, J and Simpson, F and Stickland, D and Tully, C and Vage, LH and Malik, S and Sharma, R and Bakshi, AS and Chandra, S and Chawla, R and Gu, A and Gutay, L and Jones, M and Jung, AW and Koshy, AM and Liu, M and Negro, G and Neumeister, N and Paspalaki, G and Piperov, S and Schulte, JF and Simon, B and Virdi, AK and Wang, F and Wildridge, A and Xie, W and Yao, Y and Zhong, Y and Dolen, J and Parashar, N and Pathak, A and Acosta, D and Agrawal, A and Carnahan, T and Ecklund, KM and Fernández_Manteca, PJ and Freed, S and Gardner, P and Geurts, FJM and Krommydas, I and Li, W and Lin, J and Miguel_Colin, O and Padley, BP and Redjimi, R and Rotter, J and Yigitbasi, E and Zhang, Y and Bodek, A and de_Barbaro, P and Demina, R and Dulemba, JL and Garcia-Bellido, A and Hindrichs, O and Khukhunaishvili, A and Parmar, N and Parygin, P and Taus, R and Chiarito, B and Chou, JP and Clark, SV and Gadkari, D and Gershtein, Y and Halkiadakis, E and Heindl, M and Houghton, C and Jaroslawski, D and Konstantinou, S and Laflotte, I and Lath, A and Montalvo, R and Nash, K and Reichert, J and Saha, P and Salur, S and Schnetzer, S and Somalwar, S and Stone, R and Thayil, SA and Thomas, S and Vora, J and Ally, D and Delannoy, AG and Fiorendi, S and Higginbotham, S and Holmes, T and Kanuganti, AR and Karunarathna, N and Lee, L and Nibigira, E and Spanier, S and Aebi, D and Ahmad, M and Akhter, T and Androsov, K and Bouhali, O and Eusebi, R and Gilmore, J and Huang, T and Kamon, T and Kim, H and Luo, S and Mueller, R and Overton, D and Safonov, A and Akchurin, N and Damgov, J and Feng, Y and Gogate, N and Kazhykarim, Y and Lamichhane, K and Lee, SW and Madrid, C and Mankel, A and Peltola, T and Volobouev, I and Appelt, E and Chen, Y and Greene, S and Gurrola, A and Johns, W and Kunnawalkam_Elayavalli, R and Melo, A and Rathjens, D and Romeo, F and Sheldon, P and Tuo, S and Velkovska, J and Viinikainen, J and Cardwell, B and Chung, H and Cox, B and Hakala, J and Hirosky, R and Ledovskoy, A and Mantilla, C and Neu, C and Ramón_Álvarez, C and Bhattacharya, S and Karchin, PE and Aravind, A and Banerjee, S and Black, K and Bose, T and Chavez, E and Dasu, S and Everaerts, P and Galloni, C and He, H and Herndon, M and Herve, A and Koraka, CK and Lanaro, A and Loveless, R and Madhusudanan_Sreekala, J and Mallampalli, A and Mohammadi, A and Mondal, S and Parida, G and Pétré, L and Pinna, D and Savin, A and Shang, V and Sharma, V and Smith, WH and Teague, D and Tsoi, HF and Vetens, W and Warden, A and Gavrilov, G and Golovtcov, V and Ivanov, Y and Kim, V and Murzin, V and Oreshkin, V and Sosnov, D and Sulimov, V and Uvarov, L and Vorobyev, A and Afanasiev, S and Alexakhin, V and Budkouski, D and Golutvin, I and Gorbunov, I and Karjavine, V and Kodolova, O and Korenkov, V and Lanev, A and Malakhov, A and Matveev, V and Nikitenko, A and Palichik, V and Perelygin, V and Savina, M and Shalaev, V and Shmatov, S and Shulha, S and Smirnov, V and Teryaev, O and Voytishin, N and Yuldashev, BS and Zarubin, A and Zhizhin, I and Andreev, Yu and Dermenev, A and Gninenko, S and Golubev, N and Karneyeu, A and Kirpichnikov, D and Kirsanov, M and Krasnikov, N and Tlisova, I and Toropin, A and Aushev, T and Ivanov, K and Gavrilov, V and Lychkovskaya, N and Popov, V and Zhokin, A and Chadeeva, M and Chistov, R and Polikarpov, S and Andreev, V and Azarkin, M and Kirakosyan, M and Terkulov, A and Boos, E and Bunichev, V and Dubinin, M and Dudko, L and Ershov, A and Gribushin, A and Kaminskiy, A and Klyukhin, V and Petrushanko, S and Savrin, V and Blinov, V and Dimova, T and Kozyrev, A and Radchenko, O and Skovpen, Y and Kachanov, V and Slabospitskii, S and Uzunian, A and Babaev, A and Borshch, V and Druzhkin, D}, }