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Identification of heavy-flavour jets with the CMS detector in pp collisions at 13 TeV

Authors
Sirunyan, A. M.Tumasyan, A.Adam, W.Ambrogi, F.Asilar, E.Bergauer, T.Brandstetter, J.Brondolin, E.Dragicevic, M.Eroe, J.Del Valle, A. EscalanteFlechl, M.Friedl, M.Fruehwirth, R.Ghete, V. M.Grossmann, J.Hrubec, J.Jeitler, M.Koenig, A.Krammer, N.Kraetschmer, I.Liko, D.Madlener, T.Mikulec, I.Pree, E.Rad, N.Rohringer, H.Schieck, J.Schoefbeck, R.Spanring, M.Spitzbart, D.Waltenberger, W.Wittmann, J.Wulz, C. -E.Zarucki, M.Chekhovsky, V.Mossolov, V.Gonzalez, J. SuarezDe Wolf, E. A.Di Croce, D.Janssen, X.Lauwers, J.Van De Klundert, M.Van Haevermaet, H.Van Mechelen, P.Van Remortel, N.Abu Zeid, S.Blekman, F.D'Hondt, J.De Bruyn, I.De Clercq, J.Deroover, K.Flouris, G.Lontkovskyi, D.Lowette, S.Marchesini, I.Moortgat, S.Moreels, L.Python, Q.Skovpen, K.Tavernier, S.Van Doninck, W.Van Mulders, P.Van Parijs, I.Beghin, D.Bilin, B.Brun, H.Clerbaux, B.De Lentdecker, G.Delannoy, H.Dorney, B.Fasanella, G.Favart, L.Goldouzian, R.Grebenyuk, A.Lenzi, T.Luetic, J.Maerschalk, T.Marinov, A.Seva, T.Starling, E.Velde, C. VanderVanlaer, P.Vannerom, D.Yonamine, R.Zenoni, F.Zhang, F.Cimmino, A.Cornelis, T.Dobur, D.Fagot, A.Gul, M.Khvastunov, I.Poyraz, D.Roskas, C.Salva, S.Tytgat, M.Verbeke, W.Zaganidis, N.Bakhshiansohi, H.Bondu, O.Brochet, S.Bruno, G.Caputo, C.Caudron, A.David, P.DeVisscher, S.Delaere, C.Delcourt, M.Francois, B.Giammanco, A.Komm, M.Krintiras, G.Lemaitre, V.Magitteri, A.Mertens, A.Musich, M.Piotrzkowski, K.Quertenmont, L.Saggio, A.Marono, M. VidalWertz, S.Zobec, J.Alda Junior, W. L.Alves, F. L.Alves, G. A.Brito, L.Correa Martins Junior, M.Hensel, C.Moraes, A.Pol, M. E.Rebello Teles, P.Belchior Batista Das Chagas, E.Carvalho, W.Chinellato, J.Coelho, E.Da Costa, E. M.Da Silveira, G. G.De Jesus Damiao, D.Fonseca De Souza, S.Huertas Guativa, L. M.Malbouisson, H.Melo De Almeida, M.Mora Herrera, C.Mundim, L.Nogima, H.Sanchez Rosas, L. J.Santoro, A.Sznajder, A.Thiel, M.Tonelli Manganote, E. J.Torres Da Silva De Araujo, F.Vilela Pereira, A.Ahuja, S.Bernardes, C. A.Fernandez Perez Tomei, T. R.Gregores, E. M.Mercadante, P. G.Novaes, S. F.Padula, Sandra S.Romero Abad, D.Ruiz Vargas, J. C.Aleksandrov, A.Hadjiiska, R.Iaydjiev, P.Misheva, M.Rodozov, M.Shopova, M.Sultanov, G.Dimitrov, A.Litov, L.Pavlov, B.Petkov, P.Fang, W.Gao, X.Yuan, L.Ahmad, M.Chen, G. M.Chen, H. S.Chen, M.Chen, Y.Jiang, C. H.Leggat, D.Liao, H.Liu, Z.Romeo, F.Shaheen, S. M.Spiezia, A.Tao, J.Thomas-Wilsker, J.Wang, C.Wang, Z.Yazgan, E.Zhang, H.Zhang, S.Zhao, J.Ban, Y.Chen, G.Li, J.Li, Q.Liu, S.Mao, Y.Qian, S. J.Wang, D.Xu, Z.Wang, Y.Avila, C.Cabrera, A.Carrillo Montoya, C. A.Chaparro Sierra, L. F.Florez, C.Gonzalez Hernandez, C. F.Ruiz Alvarez, J. D.Segura Delgado, M. A.Courbon, B.Godinovic, N.Lelas, D.Puljak, I.Cipriano, P. M. RibeiroSculac, T.Antunovic, Z.Kovac, M.Brigljevic, V.Ferencek, D.Kadija, K.Mesic, B.Starodumov, A.Susa, T.Ather, M. W.Attikis, A.Mavromanolakis, G.Mousa, J.Nicolaou, C.Ptochos, F.Razis, P. A.Rykaczewski, H.Finger, M.Finger, M., Jr.Carrera Jarrin, E.El-Khateeb, E.Elgammal, S.Kamel, A. EllithiDewanjee, R. K.Kadastik, M.Perrini, L.Raidal, M.Tiko, A.Veelken, C.Eerola, P.Kirschenmann, H.Pekkanen, J.Voutilainen, M.Havukainen, J.Heikkila, J. K.Jarvinen, T.Karimaki, V.Kinnunen, R.Lampen, T.Lassila-Perini, K.Laurila, S.Lehti, S.Linden, T.Luukka, P.Siikonen, H.Tuominen, E.Tuominiemi, J.Tuuva, T.Besancon, M.Couderc, F.Dejardin, M.Denegri, D.Faure, J. L.Ferri, F.Ganjour, S.Ghosh, S.Gras, P.de Monchenault, G. HamelJarry, P.Kucher, I.Leloup, C.Locci, E.Machet, M.Malcles, J.Negro, G.Rander, J.Rosowsky, A.Sahin, M. O.Titov, M.Abdulsalam, A.Amendola, C.Antropov, I.Baffioni, S.Beaudette, F.Busson, P.Cadamuro, L.Charlot, C.de Cassagnac, R. GranierJo, M.Lisniak, S.Lobanov, A.Blanco, J. MartinNguyen, M.Ochando, C.Ortona, G.Paganini, P.Pigard, P.Salerno, R.Sauvan, J. B.Sirois, Y.Leiton, A. G. StahlStrebler, T.Yilmaz, Y.Zabi, A.Zghiche, A.Agram, J. -L.Andrea, J.Bloch, D.Brom, J. -M.Buttignol, M.Chabert, E. C.Chanon, N.Collard, C.Conte, E.Coubez, X.Fontaine, J. -C.Gele, D.Goerlach, U.Jansova, M.Le Bihan, A. -C.Tonon, N.Van Hove, P.Gadrat, S.Beauceron, S.Bernet, C.Boudoul, G.Chierici, R.Contardo, D.Depasse, P.El Mamouni, H.Fay, J.Finco, L.Gascon, S.Gouzevitch, M.Grenier, G.Ille, B.Lagarde, F.Laktineh, I. B.Lethuillier, M.Mirabito, L.Pequegnot, A. L.Perries, S.Popov, A.Sordini, V.Donckt, M. VanderViret, S.Khvedelidze, A.Tsamalaidze, Z.Autermann, C.Feld, L.Kiesel, M. K.Klein, K.Lipinski, M.Preuten, M.Schomakers, C.Schulz, J.Teroerde, M.Zhukov, V.Albert, A.Dietz-Laursonn, E.Duchardt, D.Endres, M.Erdmann, M.Erdweg, S.Esch, T.Fischer, R.Gueth, A.Hamer, M.Hebbeker, T.Heidemann, C.Hoepfner, K.Knutzen, S.Merschmeyer, M.Meyer, A.Millet, P.Mukherjee, S.Pook, T.Radziej, M.Reithler, H.Rieger, M.Scheuch, F.Teyssier, D.Thueer, S.Fluegge, G.Kargoll, B.Kress, T.Kuensken, A.Mueller, T.Nehrkorn, A.Nowack, A.Pistone, C.Pooth, O.Stahl, A.Martin, M. AldayaArndt, T.Asawatangtrakuldee, C.Beernaert, K.Behnke, O.Behrens, U.Martinez, A. BermudezBin Anuar, A. A.Borras, K.Botta, V.Campbell, A.Connor, P.Contreras-Campana, C.Costanza, F.Defranchis, M. M.Pardos, C. DiezEckerlin, G.Eckstein, D.Eichhorn, T.Eren, E.Gallo, E.Garcia, J. GarayGeiser, A.Luyando, J. M. GradosGrohsjean, A.Gunnellini, P.Guthoff, M.Harb, A.Hauk, J.Hempel, M.Jung, H.Kasemann, M.Keaveney, J.Kleinwort, C.Korol, I.Kruecker, D.Lange, W.Lelek, A.Lenz, T.Leonard, J.Lipka, K.Lohmann, W.Mankel, R.Melzer-Pellmann, I. -A.Meyer, A. B.Mittag, G.Mnich, J.Mussgiller, A.Ntomari, E.Pitzl, D.Raspereza, A.Savitskyi, M.Saxena, P.Shevchenko, R.Spannagel, S.Stefaniuk, N.Van Onsem, G. P.Walsh, R.Wen, Y.Wichmann, K.Wissing, C.Zenaiev, O.Aggleton, R.Bein, S.Blobel, V.Vignali, M. CentisDreyer, T.Garutti, E.Gonzalez, D.Haller, J.Hinzmann, A.Hoffmann, M.Karavdina, A.Klanner, R.Kogler, R.Kovalchuk, N.Kurz, S.Lapsien, T.Marconi, D.Meyer, M.Niedziela, M.Nowatschin, D.Pantaleo, F.Peiffer, T.Perieanu, A.Scharf, C.Schleper, P.Schmidt, A.Schumann, S.Schwandt, J.Sonneveld, J.Stadie, H.Steinbrueck, G.Stober, F. M.Stoever, M.Tholen, H.Troendle, D.Usai, E.Vanhoefer, A.Vormwald, B.Akbiyik, M.Barth, C.Baselga, M.Baur, S.Butz, E.Caspart, R.Chwalek, T.Colombo, F.De Boer, W.Dierlamm, A.El Morabit, K.Faltermann, N.Freund, B.Friese, R.Giffels, M.Harrendorf, M. A.Hartmann, F.Heindl, S. M.Husemann, U.Kassel, F.Kudella, S.Mildner, H.Mozer, M. U.Mueller, Th.Plagge, M.Quast, G.Rabbertz, K.Schroeder, M.Shvetsov, I.Sieber, G.Simonis, H. J.Ulrich, R.Wayand, S.Weber, M.Weiler, T.Williamson, S.Woehrmann, C.Wolf, R.Anagnostou, G.Daskalakis, G.Geralis, T.Kyriakis, A.Loukas, D.Topsis-Giotis, I.Karathanasis, G.Kesisoglou, S.Panagiotou, A.Saoulidou, N.Kousouris, K.Evangelou, I.Foudas, C.Gianneios, P.Katsoulis, P.Kokkas, P.Mallios, S.Manthos, N.Papadopoulos, I.Paradas, E.Strologas, J.Triantis, F. A.Tsitsonis, D.Csanad, M.Filipovic, N.Pasztor, G.Suranyi, O.Veres, G. I.Bencze, G.Hajdu, C.Horvath, D.Hunyadi, A.Sikler, F.Veszpremi, V.Beni, N.Czellar, S.Karancsi, J.Makovec, A.Molnar, J.Szillasi, Z.Bartok, M.Raics, P.Trocsanyi, Z. L.Ujvari, B.Choudhury, S.Komaragiri, J. R.Bahinipati, S.Bhowmik, S.Mal, P.Mandal, K.Nayak, A.Sahoo, D. K.Sahoo, N.Swain, S. K.Bansal, S.Beri, S. B.Bhatnagar, V.Chawla, R.Dhingra, N.Kalsi, A. K.Kaur, A.Kaur, M.Kaur, S.Kumar, R.Kumari, P.Mehta, A.Singh, J. B.Walia, G.Kumar, AshokShah, AashaqBhardwaj, A.Chauhan, S.Choudhary, B. C.Garg, R. B.Keshri, S.Kumar, A.Malhotra, S.Naimuddin, M.Ranjan, K.Sharma, R.Bhardwaj, R.Bhattacharya, R.Bhattacharya, S.Bhawandeep, U.Dey, S.Dutt, S.Dutta, S.Ghosh, S.Majumdar, N.Modak, A.Mondal, K.Mukhopadhyay, S.Nandan, S.Purohit, A.Roy, A.Chowdhury, S. RoySarkar, S.Sharan, M.Thakur, S.Behera, P. K.Chudasama, R.Dutta, D.Jha, V.Kumar, V.Mohanty, A. K.Netrakanti, P. K.Pant, L. M.Shukla, P.Topkar, A.Aziz, T.Dugad, S.Mahakud, B.Mitra, S.Mohanty, G. B.Sur, N.Sutar, B.Banerjee, S.Bhattacharya, S.Chatterjee, S.Das, P.Guchait, M.Jain, Sa.Kumar, S.Maity, M.Majumder, G.Mazumdar, K.Sarkar, T.Wickramage, N.Chauhan, S.Dube, S.Hegde, V.Kapoor, A.Kothekar, K.Pandey, S.Rane, A.Sharma, S.Chenarani, S.Tadavani, E. EskandariEtesami, S. M.Khakzad, M.Najafabadi, M. MohammadiNaseri, M.Mehdiabadi, S. PaktinatHosseinabadi, F. 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Issue Date
5월-2018
Publisher
IOP PUBLISHING LTD
Keywords
Particle identification methods; Pattern recognition, cluster finding, calibration and fitting methods; Performance of High Energy Physics Detectors
Citation
JOURNAL OF INSTRUMENTATION, v.13
Indexed
SCIE
SCOPUS
Journal Title
JOURNAL OF INSTRUMENTATION
Volume
13
URI
https://scholar.korea.ac.kr/handle/2021.sw.korea/126303
DOI
10.1088/1748-0221/13/05/P05011
ISSN
1748-0221
Abstract
Many measurements and searches for physics beyond the standard model at the LHC rely on the efficient identification of heavy-flavour jets, i.e. jets originating from bottom or charm quarks. In this paper, the discriminating variables and the algorithms used for heavy-flavour jet identification during the first years of operation of the CMS experiment in proton-proton collisions at a centre-of-mass energy of 13 TeV, are presented. Heavy-flavour jet identification algorithms have been improved compared to those used previously at centre-of-mass energies of 7 and 8 TeV. For jets with transverse momenta in the range expected in simulated t (t) over bar events, these new developments result in an efficiency of 68% for the correct identification of a b jet for a probability of 1% of misidentifying a light-flavour jet. The improvement in relative efficiency at this misidentification probability is about 15%, compared to previous CMS algorithms. In addition, for the first time algorithms have been developed to identify jets containing two b hadrons in Lorentz-boosted event topologies, as well as to tag c jets. The large data sample recorded in 2016 at a centre-of-mass energy of 13 TeV has also allowed the development of new methods to measure the efficiency and misidentification probability of heavy-flavour jet identification algorithms. The b jet identification efficiency is measured with a precision of a few per cent at moderate jet transverse momenta (between 30 and 300 GeV) and about 5% at the highest jet transverse momenta (between 500 and 1000 GeV).
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