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"Muon identification using multivariate techniques in the CMS experiment in proton-proton collisions at sqrt(s) = 13 TeV". Journal of Instrumentation 19 (02). Country unknown/Code not available: Institute of Physics. https://doi.org/10.1088/1748-0221/19/02/P02031. https://par.nsf.gov/biblio/10548598.

@article{osti_10548598,
place = {Country unknown/Code not available}, title = {Muon identification using multivariate techniques in the CMS experiment in proton-proton collisions at sqrt(s) = 13 TeV}, url = {https://par.nsf.gov/biblio/10548598}, DOI = {10.1088/1748-0221/19/02/P02031}, abstractNote = {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-1of 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.}, journal = {Journal of Instrumentation}, volume = {19}, number = {02}, publisher = {Institute of Physics}, author = {Hayrapetyan, A and Tumasyan, A and Adam, W and Andrejkovic, JW and Bergauer, T and Chatterjee, S and Damanakis, K and Dragicevic, M and Escalante_Del_Valle, A and Hussain, PS and Jeitler, M and Krammer, N and Liko, D and Mikulec, I and Schieck, J and Schöfbeck, R and Schwarz, D and Sonawane, M and Templ, S and Waltenberger, W and Wulz, C-E and Darwish, MR and Janssen, T and Van_Mechelen, P and Bols, ES and D'Hondt, J and Dansana, S and De_Moor, A and Delcourt, M and El_Faham, H and Lowette, S and Makarenko, I and Müller, D and Sahasransu, AR and Tavernier, S and Tytgat, M and Van_Putte, S and Vannerom, D and Clerbaux, B and De_Lentdecker, G and Favart, L and Hohov, D and Jaramillo, J and Khalilzadeh, A and Lee, K and Mahdavikhorrami, M and Malara, A and Paredes, S and Pétré, L and Postiau, N and Thomas, L and Vanden_Bemden, M and Vander_Velde, C and Vanlaer, P and De_Coen, M and Dobur, D and Hong, Y and Knolle, J and Lambrecht, L and Mestdach, G and Rendón, C and Samalan, A and Skovpen, K and Van_Den_Bossche, N and Wezenbeek, L and Benecke, A and Bruno, G and Caputo, C and Delaere, C and Donertas, IS and Giammanco, A and Jaffel, K and Jain, Sa and Lemaitre, V and Lidrych, J and Mastrapasqua, P and Mondal, K and Tran, TT and Wertz, S and Alves, GA and Coelho, E and Hensel, C and Menezes_De_Oliveira, T and Moraes, A and Rebello_Teles, P and Soeiro, M and Aldá_Júnior, WL and Alves_Gallo_Pereira, M 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 Martins, J and Mora_Herrera, C and Mota_Amarilo, K and Mundim, L and Nogima, H and Santoro, A and Silva_Do_Amaral, SM and Sznajder, A and Thiel, M and Vilela_Pereira, A and Bernardes, CA and Calligaris, L and Fernandez_Perez_Tomei, TR and Gregores, EM and Mercadante, PG and Novaes, SF and Orzari, B and Padula, Sandra S 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 Ivanov, T and Litov, L and Pavlov, B and Petkov, P and Petrov, A and Shumka, E and Keshri, S and Thakur, S and Cheng, T and Guo, Q and Javaid, T and Mittal, M and Yuan, L and Bauer, G and Hu, Z and Yi, K 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 Monti, F and Shahzad, MA and Sharma, R and Song, JN and Tao, J and Wang, C and Wang, J and Wang, Z and Zhang, H and Agapitos, A and Ban, Y and Levin, A and Li, C and Li, Q and Mao, Y and Qian, SJ and Sun, X and Wang, D and Yang, H and Zhou, C and You, Z and Lu, N and Gao, X and Leggat, D and Okawa, H and Zhang, Y and Lin, Z and 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Adzic, P and Milenovic, P and Dordevic, M and Milosevic, J and Rekovic, V and Aguilar-Benitez, M and Alcaraz_Maestre, J and Bedoya, Cristina F and Cepeda, M and Cerrada, M and Colino, N and De_La_Cruz, B and Delgado_Peris, 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 León_Holgado, J 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 Redondo_Ferrero, DD and Romero, L and Sánchez_Navas, S and Urda_Gómez, L and Vazquez_Escobar, J and Willmott, C and de_Trocóniz, JF and Alvarez_Gonzalez, B and Cuevas, J and Fernandez_Menendez, J and Folgueras, S and Gonzalez_Caballero, I and González_Fernández, JR and Palencia_Cortezon, E and Ramón_Álvarez, C and Rodríguez_Bouza, V and Soto_Rodríguez, A and Trapote, A and Vico_Villalba, C and Vischia, P and Bhowmik, S and Blanco_Fernández, S and 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and De_Bruyn, I 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 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 Afanasiev, S and Andreev, V and Andreev, Yu and Aushev, T and Azarkin, M and Babaev, A and Belyaev, A and Blinov, V and Boos, E and Borshch, V and Budkouski, D and Chadeeva, M and Chekhovsky, V and Danilov, M and Demiyanov, A and Dermenev, A and Dimova, T and Druzhkin, D and Dubinin, M and Dudko, L and Ershov, A and Gavrilov, G and Gavrilov, V and Gninenko, S and Golovtcov, V and Golubev, N and Golutvin, I and Gorbunov, I and Gribushin, A and Ivanov, Y and Kachanov, V and Kardapoltsev, L and Karjavine, V and Karneyeu, A and Kim, V and Kirakosyan, M and Kirpichnikov, D and Kirsanov, M and Klyukhin, V and Kodolova, O and Konstantinov, D and 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