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.

Hayrapetyan, A

Tumasyan, A

Adam, W

Andrejkovic, JW

Bergauer, T

Chatterjee, S

Damanakis, K

Dragicevic, M

Escalante Del Valle, A

Hussain, PS

Jeitler, M

Krammer, N

Liko, D

Mikulec, I

Schieck, J

Schöfbeck, R

Schwarz, D

Sonawane, M

Templ, S

Waltenberger, W

Wulz, C-E

Darwish, MR

Janssen, T

Van Mechelen, P

Bols, ES

D'Hondt, J

Dansana, S

De Moor, A

Delcourt, M

El Faham, H

Lowette, S

Makarenko, I

Müller, D

Sahasransu, AR

Tavernier, S

Tytgat, M

Van Putte, S

Vannerom, D

Clerbaux, B

De Lentdecker, G

Favart, L

Hohov, D

Jaramillo, J

Khalilzadeh, A

Lee, K

Mahdavikhorrami, M

Malara, A

Paredes, S

Pétré, L

Postiau, N

Thomas, L

Vanden Bemden, M

Vander Velde, C

Vanlaer, P

De Coen, M

Dobur, D

Hong, Y

Knolle, J

Lambrecht, L

Mestdach, G

Rendón, C

Samalan, A

Skovpen, K

Van Den Bossche, N

Wezenbeek, L

Benecke, A

Bruno, G

Caputo, C

Delaere, C

Donertas, IS

Giammanco, A

Jaffel, K

Jain, Sa

Lemaitre, V

Lidrych, J

Mastrapasqua, P

Mondal, K

Tran, TT

Wertz, S

Alves, GA

Coelho, E

Hensel, C

Menezes De Oliveira, T

Moraes, A

Rebello Teles, P

Soeiro, M

Aldá Júnior, WL

Alves Gallo Pereira, M

Barroso Ferreira Filho, M

Brandao Malbouisson, H

Carvalho, W

Chinellato, J

Da Costa, EM

Da Silveira, GG

De Jesus Damiao, D

Fonseca De Souza, S

Martins, J

Mora Herrera, C

Mota Amarilo, K

Mundim, L

Nogima, H

Santoro, A

Silva Do Amaral, SM

Sznajder, A

Thiel, M

Vilela Pereira, A

Bernardes, CA

Calligaris, L

Fernandez Perez Tomei, TR

Gregores, EM

Mercadante, PG

Novaes, SF

Orzari, B

Padula, Sandra S

Aleksandrov, A

Antchev, G

Hadjiiska, R

Iaydjiev, P

Misheva, M

Shopova, M

Sultanov, G

Dimitrov, A

Ivanov, T

Litov, L

Pavlov, B

Petkov, P

Petrov, A

Shumka, E

Keshri, S

Thakur, S

Cheng, T

Guo, Q

Javaid, T

Mittal, M

Yuan, L

Bauer, G

Hu, Z

Yi, K

Chen, GM

Chen, HS

Chen, M

Iemmi, F

Jiang, CH

Kapoor, A

Liao, H

Liu, Z-A

Monti, F

Shahzad, MA

Sharma, R

Song, JN

Tao, J

Wang, C

Wang, J

Wang, Z

Zhang, H

Agapitos, A

Ban, Y

Levin, A

Li, C

Li, Q

Mao, Y

Qian, SJ

Sun, X

Wang, D

Yang, H

Zhou, C

You, Z

Lu, N

Gao, X

Leggat, D

Okawa, H

Zhang, Y

Lin, Z

Lu, C

Xiao, M

Avila, C

Barbosa Trujillo, DA

Cabrera, A

Florez, C

Fraga, J

Reyes Vega, JA

Mejia Guisao, J

Ramirez, F

Rodriguez, M

Ruiz Alvarez, JD

Giljanovic, D

Godinovic, N

Lelas, D

Sculac, A

Kovac, M

Sculac, T

Bargassa, P

Brigljevic, V

Chitroda, BK

Ferencek, D

Mishra, S

Starodumov, A

Susa, T

Attikis, A

Christoforou, K

Konstantinou, S

Mousa, J

Nicolaou, C

Ptochos, F

Razis, PA

Rykaczewski, H

Saka, H

Stepennov, A

Finger, M

Finger, M

Kveton, A

Ayala, E

Carrera Jarrin, E

Abdalla, H

Assran, Y

Mahmoud, MA

Mohammed, Y

Dewanjee, RK

Ehataht, K

Kadastik, M

Lange, T

Nandan, S

Nielsen, C

Pata, J

Raidal, M

Tani, L

Veelken, C

Kirschenmann, H

Osterberg, K

Voutilainen, M

Bharthuar, S

Brücken, E

Garcia, F

Havukainen, J

Kallonen, KTS

Kim, MS

Kinnunen, R

Lampén, T

Lassila-Perini, K

Lehti, S

Lindén, T

Lotti, M

Martikainen, L

Myllymäki, M

Rantanen, MM

Siikonen, H

Tuominen, E

Tuominiemi, J

Luukka, P

Petrow, H

Tuuva, T

Besancon, M

Couderc, F

Dejardin, M

Denegri, D

Faure, JL

Ferri, F

Ganjour, S

Gras, P

Hamel de Monchenault, G

Lohezic, V

Malcles, J

Rander, J

Rosowsky, A

Sahin, MÖ

Savoy-Navarro, A

Simkina, P

Titov, M

Baldenegro Barrera, C

Beaudette, F

Buchot Perraguin, A

Busson, P

Cappati, A

Charlot, C

Damas, F

Davignon, O

De Wit, A

Falmagne, G

Fontana Santos Alves, BA

Ghosh, S

Gilbert, A

Granier de Cassagnac, R

Hakimi, A

Harikrishnan, B

Kalipoliti, L

Liu, G

Motta, J

Nguyen, M

Ochando, C

Portales, L

Salerno, R

Sarkar, U

Sauvan, JB

Sirois, Y

Tarabini, A

Vernazza, E

Zabi, A

Zghiche, A

Agram, J-L

Andrea, J

Apparu, D

Bloch, D

Brom, J-M

Chabert, EC

Collard, C

Falke, S

Goerlach, U

Grimault, C

Haeberle, R

Le Bihan, A-C

Sessini, MA

Van Hove, P

Beauceron, S

Blancon, B

Boudoul, G

Chanon, N

Choi, J

Contardo, D

Depasse, P

Dozen, C

El Mamouni, H

Fay, J

Gascon, S

Gouzevitch, M

Greenberg, C

Grenier, G

Ille, B

Laktineh, IB

Lethuillier, M

Mirabito, L

Perries, S

Purohit, A

Vander Donckt, M

Verdier, P

Xiao, J

Bagaturia, I

Lomidze, I

Tsamalaidze, Z

Botta, V

Feld, L

Klein, K

Lipinski, M

Meuser, D

Pauls, A

Röwert, N

Teroerde, M

Diekmann, S

Dodonova, A

Eich, N

Eliseev, D

Engelke, F

Erdmann, M

Fackeldey, P

Fischer, B

Hebbeker, T

Ivone, F

Jung, A

Lee, MY

Mastrolorenzo, L

Merschmeyer, M

Meyer, A

Mukherjee, S

Noll, D

Novak, A

Nowotny, F

Pozdnyakov, A

Rath, Y

Redjeb, W

Rehm, F

Reithler, H

Sarkisovi, V

Schmidt, A

Schuler, SC

Sharma, A

Stein, A

Torres Da Silva De Araujo, F

Vigilante, L

Wiedenbeck, S

Zaleski, S

Dziwok, C

Flügge, G

Haj Ahmad, W

Kress, T

Nowack, A

Pooth, O

Stahl, A

Ziemons, T

Zotz, A

Aarup Petersen, H

Aldaya Martin, M

Alimena, J

Amoroso, S

An, Y

Baxter, S

Bayatmakou, M

Becerril Gonzalez, H

Behnke, O

Belvedere, A

Bhattacharya, S

Blekman, F

Borras, K

Brunner, D

Campbell, A

Cardini, A

Cheng, C

Colombina, F

Consuegra Rodríguez, S

Correia Silva, G

De Silva, M

Eckerlin, G

Eckstein, D

Estevez Banos, LI

Filatov, O

Gallo, E

Geiser, A

Giraldi, A

Greau, G

Guglielmi, V

Guthoff, M

Hinzmann, A

Jafari, A

Jeppe, L

Jomhari, NZ

Kaech, B

Kasemann, M

Kaveh, H

Kleinwort, C

Kogler, R

Komm, M

Krücker, D

Lange, W

Leyva Pernia, D

Lipka, K

Lohmann, W

Mankel, R

Melzer-Pellmann, I-A

Mendizabal Morentin, M

Metwally, J

Meyer, AB

Milella, G

Mussgiller, A

Nürnberg, A

Otarid, Y

Pérez Adán, D

Ranken, E

Raspereza, A

Ribeiro Lopes, B

Rübenach, J

Saggio, A

Scham, M

Schnake, S

Schütze, P

Schwanenberger, C

Selivanova, D

Shchedrolosiev, M

Sosa Ricardo, RE

Sreelatha Pramod, LP

Stafford, D

Vazzoler, F

Ventura Barroso, A

Walsh, R

Wang, Q

Wen, Y

Wichmann, K

Wiens, L

Wissing, C

Wuchterl, S

Yang, Y

Zimermmane Castro Santos, A

Albrecht, A

Albrecht, S

Antonello, M

Bein, S

Benato, L

Bonanomi, M

Connor, P

Eich, M

El Morabit, K

Fischer, Y

Fröhlich, A

Garbers, C

Garutti, E

Grohsjean, A

Hajheidari, M

Haller, J

Jabusch, HR

Kasieczka, G

Keicher, P

Klanner, R

Korcari, W

Kramer, T

Kutzner, V

Labe, F

Lange, J

Lobanov, A

Matthies, C

Mehta, A

Moureaux, L

Mrowietz, M

Nigamova, A

Nissan, Y

Paasch, A

Pena Rodriguez, KJ

Quadfasel, T

Raciti, B

Rieger, M

Savoiu, D

Schindler, J

Schleper, P

Schröder, M

Schwandt, J

Sommerhalder, M

Stadie, H

Steinbrück, G

Tews, A

Wolf, M

Brommer, S

Burkart, M

Butz, E

Chwalek, T

Dierlamm, A

Droll, A

Faltermann, N

Giffels, M

Gottmann, A

Hartmann, F

Hofsaess, R

Horzela, M

Husemann, U

Klute, M

Koppenhöfer, R

Link, M

Lintuluoto, A

Maier, S

Mitra, S

Mormile, M

Müller, Th

Neukum, M

Oh, M

Quast, G

Rabbertz, K

Regnery, B

Shadskiy, N

Shvetsov, I

Simonis, HJ

Trevisani, N

Ulrich, R

van der Linden, J

Von Cube, RF

Wassmer, M

Wieland, S

Wittig, F

Wolf, R

Wunsch, S

Zuo, X

Anagnostou, G

Assiouras, P

Daskalakis, G

Kyriakis, A

Papadopoulos, A

Stakia, A

Kontaxakis, P

Melachroinos, G

Panagiotou, A

Papavergou, I

Paraskevas, I

Saoulidou, N

Theofilatos, K

Tziaferi, E

Vellidis, K

Zisopoulos, I

Bakas, G

Chatzistavrou, T

Karapostoli, G

Kousouris, K

Papakrivopoulos, I

Siamarkou, E

Tsipolitis, G

Zacharopoulou, A

Adamidis, K

Bestintzanos, I

Evangelou, I

Foudas, C

Gianneios, P

Kamtsikis, C

Katsoulis, P

Kokkas, P

Kosmoglou Kioseoglou, PG

Manthos, N

Papadopoulos, I

Strologas, J

Bartók, M

Hajdu, C

Horvath, D

Sikler, F

Veszpremi, V

Csanád, M

Farkas, K

Gadallah, MMA

Kadlecsik, Á

Major, P

Mandal, K

Pásztor, G

Rádl, AJ

Veres, GI

Raics, P

Ujvari, B

Zilizi, G

Bencze, G

Czellar, S

Karancsi, J

Molnar, J

Szillasi, Z

Csorgo, T

Nemes, F

Novak, T

Babbar, J

Bansal, S

Beri, SB

Bhatnagar, V

Chaudhary, G

Chauhan, S

Dhingra, N

Gupta, R

Kaur, A

Kaur, A

Kaur, H

Kaur, M

Kumar, S

Meena, M

Sandeep, K

Sheokand, T

Singh, JB

Singla, A

Ahmed, A

Bhardwaj, A

Chhetri, A

Choudhary, BC

Kumar, A

Naimuddin, M

Ranjan, K

Saumya, S

Acharya, S

Baradia, S

Barman, S

Bhattacharya, S

Bhowmik, D

Dutta, S

Dutta, S

Gomber, B

Palit, P

Saha, G

Sahu, B

Sarkar, S

Ameen, MM

Behera, PK

Behera, SC

Chatterjee, S

Jana, P

Kalbhor, P

Komaragiri, JR

Kumar, D

Panwar, L

Pradhan, R

Pujahari, PR

Saha, NR

Sharma, A

Sikdar, AK

Verma, S

Aziz, T

Das, I

Dugad, S

Kumar, M

Mohanty, GB

Suryadevara, P

Bala, A

Banerjee, S

Chatterjee, RM

Guchait, M

Jain, Sh

Karmakar, S

Kumar, S

Majumder, G

Mazumdar, K

Mukherjee, S

Thachayath, A

Bahinipati, S

Das, AK

Kar, C

Maity, D

Mal, P

Mishra, T

Muraleedharan Nair Bindhu, VK

Naskar, K

Nayak, A

Sadangi, P

Saha, P

Swain, SK

Varghese, S

Vats, D

Alpana, A

Dube, S

Kansal, B

Laha, A

Rastogi, A

Sharma, S

Bakhshiansohi, H

Khazaie, E

Zeinali, M

Chenarani, S

Etesami, SM

Khakzad, M

Mohammadi Najafabadi, M

Grunewald, M

Abbrescia, M

Aly, R

Colaleo, A

Creanza, D

D` Anzi, B

De Filippis, N

De Palma, M

Di Florio, A

Elmetenawee, W

Fiore, L

Iaselli, G

Maggi, G

Maggi, M

Margjeka, I

Mastrapasqua, V

My, S

Nuzzo, S

Pellecchia, A

Pompili, A

Pugliese, G

Radogna, R

Ramirez-Sanchez, G

Ramos, D

Ranieri, A

Silvestris, L

Simone, FM

Sözbilir, Ü

Stamerra, A

Venditti, R

Verwilligen, P

Zaza, A

Abbiendi, G

Battilana, C

Bonacorsi, D

Borgonovi, L

Capiluppi, P

Castro, A

Cavallo, FR

Cuffiani, M

Dallavalle, GM

Diotalevi, T

Fabbri, F

Fanfani, A

Fasanella, D

Giacomelli, P

Giommi, L

Grandi, C

Guiducci, L

Lo Meo, S

Lunerti, L

Marcellini, S

Masetti, G

Navarria, FL

Perrotta, A

Primavera, F

Rossi, AM

Rovelli, T

Siroli, GP

Costa, S

Di Mattia, A

Potenza, R

Tricomi, A

Tuve, C

Barbagli, G

Bardelli, G

Camaiani, B

Cassese, A

Ceccarelli, R

Ciulli, V

Civinini, C

D'Alessandro, R

Focardi, E

Kello, T

Latino, G

Lenzi, P

Lizzo, M

Meschini, M

Paoletti, S

Papanastassiou, A

Sguazzoni, G

Viliani, L

Benussi, L

Bianco, S

Campagnola, R

Caponero, M

Meola, S

Piccolo, D

Saviano, G

Chatagnon, P

Ferro, F

Robutti, E

Tosi, S

Benaglia, A

Boldrini, G

Brivio, F

Cetorelli, F

De Guio, F

Dinardo, ME

Dini, P

Gennai, S

Ghezzi, A

Govoni, P

Guzzi, L

Lucchini, MT

Malberti, M

Malvezzi, S

Massironi, A

Menasce, D

Moroni, L

Paganoni, M

Pedrini, D

Pinolini, BS

Ragazzi, S

Redaelli, N

Tabarelli de Fatis, T

Zuolo, D

Buontempo, S

Cagnotta, A

Carnevali, F

Cavallo, N

De Iorio, A

Fabozzi, F

Iorio, AOM

Lista, L

Paolucci, P

Rossi, B

Sciacca, C

Ardino, R

Azzi, P

Bacchetta, N

Bisello, D

Bortignon, P

Bragagnolo, A

Carlin, R

Checchia, P

Dorigo, T

Gasparini, F

Gasparini, U

Grosso, G

Layer, L

Lusiani, E

Margoni, M

Meneguzzo, AT

Migliorini, M

Passaseo, M

Pazzini, J

Ronchese, P

Rossin, R

Simonetto, F

Strong, G

Tosi, M

Triossi, A

Ventura, S

Yarar, H

Zanetti, M

Zotto, P

Zucchetta, A

Abu Zeid, S

Aimè, C

Braghieri, A

Calzaferri, S

Fiorina, D

Montagna, P

Re, V

Riccardi, C

Salvini, P

Vai, I

Vitulo, P

Ajmal, S

Asenov, P

Bilei, GM

Ciangottini, D

Fanò, L

Magherini, M

Mantovani, G

Mariani, V

Menichelli, M

Moscatelli, F

Piccinelli, A

Presilla, M

Rossi, A

Santocchia, A

Spiga, D

Tedeschi, T

Azzurri, P

Bagliesi, G

Bhattacharya, R

Bianchini, L

Boccali, T

Bossini, E

Bruschini, D

Castaldi, R

Ciocci, MA

Cipriani, M

D'Amante, V

Dell'Orso, R

Donato, S

Giassi, A

Ligabue, F

Matos Figueiredo, D

Messineo, A

Musich, M

Palla, F

Parolia, S

Rizzi, A

Rolandi, G

Roy Chowdhury, S

Sarkar, T

Scribano, A

Spagnolo, P

Tenchini, R

Tonelli, G

Turini, N

Venturi, A

Verdini, PG

Barria, P

Campana, M

Cavallari, F

Cunqueiro Mendez, L

Del Re, D

Di Marco, E

Diemoz, M

Errico, F

Longo, E

Meridiani, P

Mijuskovic, J

Organtini, G

Pandolfi, F

Paramatti, R

Quaranta, C

Rahatlou, S

Rovelli, C

Santanastasio, F

Soffi, L

Tramontano, R

Amapane, N

Arcidiacono, R

Argiro, S

Arneodo, M

Bartosik, N

Bellan, R

Bellora, A

Biino, C

Cartiglia, N

Costa, M

Covarelli, R

Demaria, N

Finco, L

Grippo, M

Kiani, B

Legger, F

Luongo, F

Mariotti, C

Maselli, S

Mecca, A

Migliore, E

Monteno, M

Mulargia, R

Obertino, MM

Ortona, G

Pacher, L

Pastrone, N

Pelliccioni, M

Ruspa, M

Siviero, F

Sola, V

Solano, A

Soldi, D

Staiano, A

Tarricone, C

Tornago, M

Trocino, D

Umoret, G

Vlasov, E

Belforte, S

Candelise, V

Casarsa, M

Cossutti, F

De Leo, K

Della Ricca, G

Dogra, S

Hong, J

Huh, C

Kim, B

Kim, DH

Kim, J

Lee, H

Lee, SW

Moon, CS

Oh, YD

Ryu, MS

Sekmen, S

Yang, YC

Bak, G

Gwak, P

Kim, H

Moon, DH

Asilar, E

Kim, D

Kim, TJ

Merlin, JA

Park, J

Choi, S

Han, S

Hong, B

Lee, K

Lee, KS

Lee, S

Park, J

Park, SK

Yoo, J

Goh, J

Kim, HS

Kim, Y

Lee, S

Almond, J

Bhyun, JH

Choi, J

Jun, W

Kim, J

Kim, JS

Ko, S

Kwon, H

Lee, H

Lee, J

Lee, J

Oh, BH

Oh, SB

Seo, H

Yang, UK

Yoon, I

Jang, W

Kang, DY

Kang, Y

Kim, S

Ko, B

Lee, JSH

Lee, Y

Park, IC

Roh, Y

Watson, IJ

Yang, S

Ha, S

Yoo, HD

Choi, M

Kim, MR

Lee, H

Lee, Y

Yu, I

Beyrouthy, T

Maghrbi, Y

Dreimanis, K

Gaile, A

Pikurs, G

Potrebko, A

Seidel, M

Veckalns, V

Strautnieks, NR

Ambrozas, M

Juodagalvis, A

Rinkevicius, A

Tamulaitis, G

Bin Norjoharuddeen, N

Yusuff, I

Zolkapli, Z

Benitez, JF

Castaneda Hernandez, A

Encinas Acosta, HA

Gallegos Maríñez, LG

León Coello, M

Murillo Quijada, JA

Sehrawat, A

Valencia Palomo, L

Ayala, G

Castilla-Valdez, H

De La Cruz-Burelo, E

Heredia-De La Cruz, I

Lopez-Fernandez, R

Mondragon Herrera, CA

Sánchez Hernández, A

Oropeza Barrera, C

Ramírez García, M

Bautista, I

Pedraza, I

Salazar Ibarguen, HA

Uribe Estrada, C

Bubanja, I

Raicevic, N

Butler, PH

Ahmad, A

Asghar, MI

Awais, A

Awan, MIM

Hoorani, HR

Khan, WA

Avati, V

Grzanka, L

Malawski, M

Bialkowska, H

Bluj, M

Boimska, B

Górski, M

Kazana, M

Szleper, M

Zalewski, P

Bunkowski, K

Doroba, K

Kalinowski, A

Konecki, M

Krolikowski, J

Muhammad, A

Pozniak, K

Zabolotny, W

Araujo, M

Bastos, D

Silva, C Beirão Da Cruz E

Boletti, A

Bozzo, M

Faccioli, P

Gallinaro, M

Hollar, J

Leonardo, N

Niknejad, T

Petrilli, A

Pisano, M

Seixas, J

Varela, J

Wulff, JW

Adzic, P

Milenovic, P

Dordevic, M

Milosevic, J

Rekovic, V

Aguilar-Benitez, M

Alcaraz Maestre, J

Bedoya, Cristina F

Cepeda, M

Cerrada, M

Colino, N

De La Cruz, B

Delgado Peris, A

Fernández Del Val, D

Fernández Ramos, JP

Flix, J

Fouz, MC

Gonzalez Lopez, O

Goy Lopez, S

Hernandez, JM

Josa, MI

León Holgado, J

Moran, D

Morcillo Perez, CM

Navarro Tobar, Á

Perez Dengra, C

Pérez-Calero Yzquierdo, A

Puerta Pelayo, J

Redondo, I

Redondo Ferrero, DD

Romero, L

Sánchez Navas, S

Urda Gómez, L

Vazquez Escobar, J

Willmott, C

de Trocóniz, JF

Alvarez Gonzalez, B

Cuevas, J

Fernandez Menendez, J

Folgueras, S

Gonzalez Caballero, I

González Fernández, JR

Palencia Cortezon, E

Ramón Álvarez, C

Rodríguez Bouza, V

Soto Rodríguez, A

Trapote, A

Vico Villalba, C

Vischia, P

Bhowmik, S

Blanco Fernández, S

Brochero Cifuentes, JA

Cabrillo, IJ

Calderon, A

Duarte Campderros, J

Fernandez, M

Fernandez Madrazo, C

Gomez, G

Lasaosa García, C

Martinez Rivero, C

Martinez Ruiz del Arbol, P

Matorras, F

Matorras Cuevas, P

Navarrete Ramos, E

Piedra Gomez, J

Scodellaro, L

Vila, I

Vizan Garcia, JM

Jayananda, MK

Kailasapathy, B

Sonnadara, DUJ

Wickramarathna, DDC

Dharmaratna, WGD

Liyanage, K

Perera, N

Wickramage, N

Abbaneo, D

Amendola, C

Auffray, E

Auzinger, G

Baechler, J

Barney, D

Bermúdez Martínez, A

Bianco, M

Bilin, B

Bin Anuar, AA

Bocci, A

Brondolin, E

Caillol, C

Camporesi, T

Cerminara, G

Chernyavskaya, N

d'Enterria, D

Dabrowski, A

David, A

De Roeck, A

Defranchis, MM

Deile, M

Dobson, M

Fallavollita, F

Forthomme, L

Franzoni, G

Funk, W

Giani, S

Gigi, D

Gill, K

Glege, F

Gouskos, L

Haranko, M

Hegeman, J

Innocente, V

James, T

Janot, P

Kieseler, J

Laurila, S

Lecoq, P

Leutgeb, E

Lourenço, C

Maier, B

Malgeri, L

Mannelli, M

Marini, AC

Meijers, F

Mersi, S

Meschi, E

Milosevic, V

Moortgat, F

Mulders, M

Orfanelli, S

Pantaleo, F

Peruzzi, M

Petrucciani, G

Pfeiffer, A

Pierini, M

Piparo, D

Qu, H

Rabady, D

Reales Gutiérrez, G

Rovere, M

Sakulin, H

Scarfi, S

Selvaggi, M

Sharma, A

Shchelina, K

Silva, P

Sphicas, P

Stahl Leiton, AG

Steen, A

Summers, S

Treille, D

Tropea, P

Tsirou, A

Walter, D

Wanczyk, J

Wozniak, KA

Zehetner, P

Zejdl, P

Zeuner, WD

Bevilacqua, T

Caminada, L

Ebrahimi, A

Erdmann, W

Horisberger, R

Ingram, Q

Kaestli, HC

Kotlinski, D

Lange, C

Missiroli, M

Noehte, L

Rohe, T

Aarrestad, TK

Androsov, K

Backhaus, M

Calandri, A

Cazzaniga, C

Datta, K

De Cosa, A

Dissertori, G

Dittmar, M

Donegà, M

Eble, F

Galli, M

Gedia, K

Glessgen, F

Grab, C

Hits, D

Lustermann, W

Lyon, A-M

Manzoni, RA

Marchegiani, M

Marchese, L

Martin Perez, C

Mascellani, A

Nessi-Tedaldi, F

Pauss, F

Perovic, V

Pigazzini, S

Ratti, MG

Reichmann, M

Reissel, C

Reitenspiess, T

Ristic, B

Riti, F

Ruini, D

Sanz Becerra, DA

Seidita, R

Steggemann, J

Valsecchi, D

Wallny, R

Amsler, C

Bärtschi, P

Botta, C

Brzhechko, D

Canelli, MF

Cormier, K

Del Burgo, R

Heikkilä, JK

Huwiler, M

Jin, W

Jofrehei, A

Kilminster, B

Leontsinis, S

Liechti, SP

Macchiolo, A

Meiring, P

Mikuni, VM

Molinatti, U

Neutelings, I

Reimers, A

Robmann, P

Sanchez Cruz, S

Schweiger, K

Senger, M

Takahashi, Y

Adloff, C

Kuo, CM

Lin, W

Rout, PK

Tiwari, PC

Yu, SS

Ceard, L

Chao, Y

Chen, KF

Chen, PS

Chen, ZG

Hou, W-S

Hsu, TH

Kao, YW

Khurana, R

Kole, G

Li, YY

Lu, R-S

Paganis, E

Psallidas, A

Su, XF

Thomas-Wilsker, J

Wu, HY

Yazgan, E

Asawatangtrakuldee, C

Srimanobhas, N

Wachirapusitanand, V

Agyel, D

Boran, F

Demiroglu, ZS

Dolek, F

Dumanoglu, I

Eskut, E

Guler, Y

Gurpinar Guler, E

Isik, C

Kara, O

Kayis Topaksu, A

Kiminsu, U

Onengut, G

Ozdemir, K

Polatoz, A

Tali, B

Tok, UG

Turkcapar, S

Uslan, E

Zorbakir, IS

Yalvac, M

Akgun, B

Atakisi, IO

Gülmez, E

Kaya, M

Kaya, O

Tekten, S

Cakir, A

Cankocak, K

Sen, S

Aydilek, O

Cerci, S

Epshteyn, V

Hacisahinoglu, B

Hos, I

Isildak, B

Kaynak, B

Ozkorucuklu, S

Potok, O

Sert, H

Simsek, C

Sunar Cerci, D

Zorbilmez, C

Boyaryntsev, A

Levchuk, L

Anthony, D

Brooke, JJ

Bundock, A

Bury, F

Clement, E

Cussans, D

Flacher, H

Glowacki, M

Goldstein, J

Heath, HF

Kreczko, L

Krikler, B

Paramesvaran, S

Seif El Nasr-Storey, S

Smith, VJ

Stylianou, N

Walkingshaw Pass, K

White, R

Ball, AH

Bell, KW

Belyaev, A

Brew, C

Brown, RM

Cockerill, DJA

Cooke, C

Ellis, KV

Harder, K

Harper, S

Holmberg, M-L

Linacre, J

Manolopoulos, K

Newbold, DM

Olaiya, E

Petyt, D

Reis, T

Salvi, G

Schuh, T

Shepherd-Themistocleous, CH

Tomalin, IR

Williams, T

Bainbridge, R

Bloch, P

Brown, CE

Buchmuller, O

Cacchio, V

Carrillo Montoya, CA

Chahal, GS

Colling, D

Dancu, JS

Dauncey, P

Davies, G

Davies, J

Della Negra, M

Fayer, S

Fedi, G

Hall, G

Hassanshahi, MH

Howard, A

Iles, G

Knight, M

Langford, J

Lyons, L

Magnan, A-M

Malik, S

Martelli, A

Mieskolainen, M

Nash, J

Pesaresi, M

Radburn-Smith, BC

Richards, A

Rose, A

Seez, C

Shukla, R

Tapper, A

Uchida, K

Uttley, GP

Vage, LH

Virdee, T

Vojinovic, M

Wardle, N

Winterbottom, D

Coldham, K

Cole, JE

Khan, A

Kyberd, P

Reid, ID

Abdullin, S

Brinkerhoff, A

Caraway, B

Dittmann, J

Hatakeyama, K

Hiltbrand, J

Kanuganti, AR

McMaster, B

Saunders, M

Sawant, S

Sutantawibul, C

Toms, M

Wilson, J

Bartek, R

Dominguez, A

Huerta Escamilla, C

Simsek, AE

Uniyal, R

Vargas Hernandez, AM

Chudasama, R

Cooper, SI

Gleyzer, SV

Perez, CU

Rumerio, P

Usai, E

West, C

Yi, R

Akpinar, A

Albert, A

Arcaro, D

Cosby, C

Demiragli, Z

Erice, C

Fontanesi, E

Gastler, D

Jeon, S

Rohlf, J

Salyer, K

Sperka, D

Spitzbart, D

Suarez, I

Tsatsos, A

Yuan, S

Benelli, G

Coubez, X

Cutts, D

Hadley, M

Heintz, U

Hogan, JM

Kwon, T

Landsberg, G

Lau, KT

Li, D

Luo, J

Mondal, S

Narain, M

Pervan, N

Sagir, S

Simpson, F

Stamenkovic, M

Wong, WY

Yan, X

Zhang, W

Abbott, S

Bonilla, J

Brainerd, C

Breedon, R

Calderon De La Barca Sanchez, M

Chertok, M

Citron, M

Conway, J

Cox, PT

Erbacher, R

Jensen, F

Kukral, O

Mocellin, G

Mulhearn, M

Pellett, D

Wei, W

Yao, Y

Zhang, F

Bachtis, M

Cousins, R

Datta, A

Hauser, J

Ignatenko, M

Iqbal, MA

Lam, T

Manca, E

Nash, WA

Saltzberg, D

Stone, B

Valuev, V

Clare, R

Gordon, M

Hanson, G

Si, W

Wimpenny, S

Branson, JG

Cittolin, S

Cooperstein, S

Diaz, D

Duarte, J

Gerosa, R

Giannini, L

Guiang, J

Kansal, R

Krutelyov, V

Lee, R

Letts, J

Masciovecchio, M

Mokhtar, F

Pieri, M

Quinnan, M

Sathia Narayanan, BV

Sharma, V

Tadel, M

Vourliotis, E

Würthwein, F

Xiang, Y

Yagil, A

Barzdukas, A

Brennan, L

Campagnari, C

Collura, G

Dorsett, A

Incandela, J

Kilpatrick, M

Kim, J

Li, AJ

Masterson, P

Mei, H

Oshiro, M

Richman, J

Sarica, U

Schmitz, R

Setti, F

Sheplock, J

Stuart, D

Wang, S

Bornheim, A

Cerri, O

Latorre, A

Lawhorn, JM

Mao, J

Newman, HB

Nguyen, TQ

Spiropulu, M

Vlimant, JR

Wang, C

Xie, S

Zhu, RY

Alison, J

An, S

Andrews, MB

Bryant, P

Dutta, V

Ferguson, T

Harilal, A

Liu, C

Mudholkar, T

Murthy, S

Paulini, M

Roberts, A

Sanchez, A

Terrill, W

Cumalat, JP

Ford, WT

Hassani, A

Karathanasis, G

MacDonald, E

Manganelli, N

Marini, F

Perloff, A

Savard, C

Schonbeck, N

Stenson, K

Ulmer, KA

Wagner, SR

Zipper, N

Alexander, J

Bright-Thonney, S

Chen, X

Cranshaw, DJ

Fan, J

Fan, X

Gadkari, D

Hogan, S

Monroy, J

Patterson, JR

Reichert, J

Reid, M

Ryd, A

Thom, J

Wittich, P

Zou, R

Albrow, M

Alyari, M

Amram, O

Apollinari, G

Apresyan, A

Bauerdick, LAT

Berry, D

Berryhill, J

Bhat, PC

Burkett, K

Butler, JN

Canepa, A

Cerati, GB

Cheung, HWK

Chlebana, F

Cummings, G

Dickinson, J

Dutta, I

Elvira, VD

Feng, Y

Freeman, J

Gandrakota, A

Gecse, Z

Gray, L

Green, D

Grummer, A

Grünendahl, S

Guerrero, D

Gutsche, O

Harris, RM

Heller, R

Herwig, TC

Hirschauer, J

Horyn, L

Jayatilaka, B

Jindariani, S

Johnson, M

Joshi, U

Klijnsma, T

Klima, B

Kwok, KHM

Lammel, S

Lincoln, D

Lipton, R

Liu, T

Madrid, C

Maeshima, K

Mantilla, C

Mason, D

McBride, P

Merkel, P

Mrenna, S

Nahn, S

Ngadiuba, J

Noonan, D

Papadimitriou, V

Pastika, N

Pedro, K

Pena, C

Ravera, F

Reinsvold Hall, A

Ristori, L

Sexton-Kennedy, E

Smith, N

Soha, A

Spiegel, L

Stoynev, S

Strait, J

Taylor, L

Tkaczyk, S

Tran, NV

Uplegger, L

Vaandering, EW

Zoi, I

Aruta, C

Avery, P

Bourilkov, D

Cadamuro, L

Chang, P

Cherepanov, V

Field, RD

Koenig, E

Kolosova, M

Konigsberg, J

Korytov, A

Lo, KH

Matchev, K

Menendez, N

Mitselmakher, G

Muthirakalayil Madhu, A

Rawal, N

Rosenzweig, D

Rosenzweig, S

Shi, K

Wang, J

Adams, T

Al Kadhim, A

Askew, A

Bower, N

Habibullah, R

Hagopian, V

Hashmi, R

Kim, RS

Kim, S

Kolberg, T

Martinez, G

Prosper, H

Prova, PR

Viazlo, O

Wulansatiti, M

Yohay, R

Zhang, J

Alsufyani, B

Baarmand, MM

Butalla, S

Elkafrawy, T

Hohlmann, M

Kumar Verma, R

Rahmani, M

Adams, MR

Bennett, C

Cavanaugh, R

Dittmer, S

Escobar Franco, R

Evdokimov, O

Gerber, CE

Hofman, DJ

Lee, JH

Lemos, DS

Merrit, AH

Mills, C

Nanda, S

Oh, G

Ozek, B

Pilipovic, D

Roy, T

Rudrabhatla, S

Tonjes, MB

Varelas, N

Wang, X

Ye, Z

Yoo, J

Alhusseini, M

Blend, D

Dilsiz, K

Emediato, L

Karaman, G

Köseyan, OK

Merlo, J-P

Mestvirishvili, A

Nachtman, J

Neogi, O

Ogul, H

Onel, Y

Penzo, A

Snyder, C

Tiras, E

Blumenfeld, B

Corcodilos, L

Davis, J

Gritsan, AV

Kang, L

Kyriacou, S

Maksimovic, P

Roguljic, M

Roskes, J

Sekhar, S

Swartz, M

Vámi, TÁ

Abreu, A

Alcerro Alcerro, LF

Anguiano, J

Baringer, P

Bean, A

Flowers, Z

Grove, D

King, J

Krintiras, G

Lazarovits, M

Le Mahieu, C

Lindsey, C

Marquez, J

Minafra, N

Murray, M

Nickel, M

Pitt, M

Popescu, S

Rogan, C

Royon, C

Salvatico, R

Sanders, S

Smith, C

Wang, Q

Wilson, G

Allmond, B

Ivanov, A

Kaadze, K

Kalogeropoulos, A

Kim, D

Maravin, Y

Nam, K

Natoli, J

Roy, D

Sorrentino, G

Rebassoo, F

Wright, D

Adams, E

Baden, A

Baron, O

Belloni, A

Bethani, A

Chen, YM

Eno, SC

Hadley, NJ

Jabeen, S

Kellogg, RG

Koeth, T

Lai, Y

Lascio, S

Mignerey, AC

Nabili, S

Palmer, C

Papageorgakis, C

Paranjpe, MM

Wang, L

Wong, K

Bendavid, J

Busza, W

Cali, IA

Chen, Y

D'Alfonso, M

Eysermans, J

Freer, C

Gomez-Ceballos, G

Goncharov, M

Harris, P

Hoang, D

Kovalskyi, D

Krupa, J

Lavezzo, L

Lee, Y-J

Long, K

Mironov, C

Paus, C

Rankin, D

Roland, C

Roland, G

Rothman, S

Shi, Zhaozhong

Stephans, GSF

Wang, J

Wang, Z

Wyslouch, B

Yang, TJ

Crossman, B

Joshi, BM

Kapsiak, C

Krohn, M

Mahon, D

Mans, J

Marzocchi, B

Pandey, S

Revering, M

Rusack, R

Saradhy, R

Schroeder, N

Strobbe, N

Wadud, MA

Cremaldi, LM

Bloom, K

Bryson, M

Claes, DR

Fangmeier, C

Golf, F

Haza, G

Hossain, J

Joo, C

Kravchenko, I

Reed, I

Siado, JE

Tabb, W

Vagnerini, A

Wightman, A

Yan, F

Yu, D

Zecchinelli, AG

Agarwal, G

Bandyopadhyay, H

Hay, L

Iashvili, I

Kharchilava, A

McLean, C

Morris, M

Nguyen, D

Rappoccio, S

Rejeb Sfar, H

Williams, A

Alverson, G

Barberis, E

Haddad, Y

Han, Y

Krishna, A

Li, J

Lu, M

Madigan, G

Morse, DM

Nguyen, V

Orimoto, T

Parker, A

Skinnari, L

Tishelman-Charny, A

Wang, B

Wood, D

Bhattacharya, S

Bueghly, J

Chen, Z

Hahn, KA

Liu, Y

Miao, Y

Monk, DG

Schmitt, MH

Taliercio, A

Velasco, M

Band, R

Bucci, R

Castells, S

Cremonesi, M

Das, A

Goldouzian, R

Hildreth, M

Ho, KW

Hurtado Anampa, K

Jessop, C

Lannon, K

Lawrence, J

Loukas, N

Lutton, L

Mariano, J

Marinelli, N

Mcalister, I

McCauley, T

Mcgrady, C

Mohrman, K

Moore, C

Musienko, Y

Nelson, H

Osherson, M

Ruchti, R

Townsend, A

Wayne, M

Yockey, H

Zarucki, M

Zygala, L

Basnet, A

Bylsma, B

Carrigan, M

Durkin, LS

Hill, C

Joyce, M

Lesauvage, A

Nunez Ornelas, M

Wei, K

Winer, BL

Yates, BR

Addesa, FM

Bouchamaoui, H

Das, P

Dezoort, G

Elmer, P

Frankenthal, A

Greenberg, B

Haubrich, N

Higginbotham, S

Kopp, G

Kwan, S

Lange, D

Loeliger, A

Marlow, D

Ojalvo, I

Olsen, J

Stickland, D

Tully, C

Malik, S

Bakshi, AS

Barnes, VE

Chandra, S

Chawla, R

Das, S

Gu, A

Gutay, L

Jones, M

Jung, AW

Kondratyev, D

Koshy, AM

Liu, M

Negro, G

Neumeister, N

Paspalaki, G

Piperov, S

Scheurer, V

Schulte, JF

Stojanovic, M

Thieman, J

Virdi, AK

Wang, F

Xie, W

Dolen, J

Parashar, N

Pathak, A

Acosta, D

Baty, A

Carnahan, T

Dildick, S

Ecklund, KM

Fernández Manteca, PJ

Freed, S

Gardner, P

Geurts, FJM

Kumar, A

Li, W

Miguel Colin, O

Padley, BP

Redjimi, R

Rotter, J

Yigitbasi, E

Zhang, Y

Bodek, A

de Barbaro, P

Demina, R

Dulemba, JL

Fallon, C

Garcia-Bellido, A

Hindrichs, O

Khukhunaishvili, A

Parygin, P

Popova, E

Taus, R

Van Onsem, GP

Goulianos, K

Chiarito, B

Chou, JP

Gershtein, Y

Halkiadakis, E

Hart, A

Heindl, M

Jaroslawski, D

Karacheban, O

Laflotte, I

Lath, A

Montalvo, R

Nash, K

Routray, H

Salur, S

Schnetzer, S

Somalwar, S

Stone, R

Thayil, SA

Thomas, S

Vora, J

Wang, H

Acharya, H

Ally, D

Delannoy, AG

Fiorendi, S

Holmes, T

Karunarathna, N

Lee, L

Nibigira, E

Spanier, S

Aebi, D

Ahmad, M

Bouhali, O

Dalchenko, M

Eusebi, R

Gilmore, J

Huang, T

Kamon, T

Kim, H

Luo, S

Malhotra, S

Mueller, R

Overton, D

Rathjens, D

Safonov, A

Akchurin, N

Damgov, J

Hegde, V

Hussain, A

Kazhykarim, Y

Lamichhane, K

Lee, SW

Mankel, A

Mengke, T

Muthumuni, S

Peltola, T

Volobouev, I

Whitbeck, A

Appelt, E

Greene, S

Gurrola, A

Johns, W

Kunnawalkam Elayavalli, R

Melo, A

Romeo, F

Sheldon, P

Tuo, S

Velkovska, J

Viinikainen, J

Cardwell, B

Cox, B

Hakala, J

Hirosky, R

Ledovskoy, A

Li, A

Neu, C

Perez Lara, CE

Karchin, PE

Aravind, A

Banerjee, S

Black, K

Bose, T

Dasu, S

De Bruyn, I

Everaerts, P

Galloni, C

He, H

Herndon, M

Herve, A

Koraka, CK

Lanaro, A

Loveless, R

Madhusudanan Sreekala, J

Mallampalli, A

Mohammadi, A

Mondal, S

Parida, G

Pinna, D

Savin, A

Shang, V

Sharma, V

Smith, WH

Teague, D

Tsoi, HF

Vetens, W

Warden, A

Afanasiev, S

Andreev, V

Andreev, Yu

Aushev, T

Azarkin, M

Babaev, A

Belyaev, A

Blinov, V

Boos, E

Borshch, V

Budkouski, D

Chadeeva, M

Chekhovsky, V

Danilov, M

Demiyanov, A

Dermenev, A

Dimova, T

Druzhkin, D

Dubinin, M

Dudko, L

Ershov, A

Gavrilov, G

Gavrilov, V

Gninenko, S

Golovtcov, V

Golubev, N

Golutvin, I

Gorbunov, I

Gribushin, A

Ivanov, Y

Kachanov, V

Kardapoltsev, L

Karjavine, V

Karneyeu, A

Kim, V

Kirakosyan, M

Kirpichnikov, D

Kirsanov, M

Klyukhin, V

Kodolova, O

Konstantinov, D

Korenkov, V

Kozyrev, A

Krasnikov, N

Lanev, A

Levchenko, P

Lychkovskaya, N

Makarenko, V

Malakhov, A

Matveev, V

Murzin, V

Nikitenko, A

Obraztsov, S

Oreshkin, V

Palichik, V

Perelygin, V

Petrushanko, S

Polikarpov, S

Popov, V

Radchenko, O

Savina, M

Savrin, V

Shalaev, V

Shmatov, S

Shulha, S

Skovpen, Y

Slabospitskii, S

Smirnov, V

Snigirev, A

Sosnov, D

Sulimov, V

Tcherniaev, E

Terkulov, A

Teryaev, O

Tlisova, I

Toropin, A

Uvarov, L

Uzunian, A

Vorobyev, A

Voytishin, N

Yuldashev, BS

Zarubin, A

Zhizhin, I

Zhokin, A

published 

February 1, 2024

Nuclear & Particles Physics

Journal of Instrumentation  Journal