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A new calibration method for charm jet identification validated with proton-proton collision events at root s=13 TeVopen access

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Tumasyan, A.Adam, W.Andrejkovic, J. W.Bergauer, T.Chatterjee, S.Dragicevic, M.Del Valle, A. EscalanteFruhwirth, R.Jeitler, M.Krammer, N.Lechner, L.Liko, D.Mikulec, IPaulitsch, P.Pitters, F. M.Schieck, J.Schofbeck, R.Spanring, M.Templ, S.Waltenberger, W.Wulz, C-EChekhovsky, VLitomin, A.Makarenko, VDarwish, M. R.De Wolf, E. A.Janssen, T.Kello, T.Lelek, A.Sfar, H. RejebVan Mechelen, P.Van Putte, S.Van Remortel, N.Blekman, F.Bols, E. S.D'Hondt, J.De Clercq, J.Delcourt, M.El Faham, H.Lowette, S.Moortgat, S.Morton, A.Muller, D.Sahasransu, A. R.Tavernier, S.Van Doninck, W.Van Mulders, P.Beghin, D.Bilin, B.Clerbaux, B.De Lentdecker, G.Favart, L.Grebenyuk, A.Kalsi, A. K.Lee, K.Mahdavikhorrami, M.Makarenko, IMoureaux, L.Petre, L.Popov, A.Postiau, N.Starling, E.Thomas, L.Vanden Bemden, M.Vander Velde, C.Vanlaer, P.Vannerom, D.Wezenbeek, L.Cornelis, T.Dobur, D.Knolle, J.Lambrecht, L.Mestdach, G.Niedziela, M.Roskas, C.Samalan, A.Skovpen, K.Tytgat, M.Verbeke, W.Vermassen, B.Vit, M.Bethani, A.Bruno, G.Bury, F.Caputo, C.David, P.Delaere, C.Donertas, I. S.Giammanco, A.Jaffel, K.Jain, SaLemaitre, VMondal, K.Prisciandaro, J.Taliercio, A.Teklishyn, M.Tran, T. T.Vischia, P.Wertz, S.Alves, G. A.Hensel, C.Moraes, A.Alda Junior, W. L.Gallo Pereira, M. AlvesFerreira Filho, M. BarrosoMalbouisson, H. BrandaoCarvalho, W.Chinellato, J.Da Costa, E. M.Da Silveira, G. G.Damiao, D. De JesusDe Souza, S. FonsecaFigueiredo, D. MatosHerrera, C. MoraAmarilo, K. MotaMundim, L.Nogima, H.Teles, P. RebelloSantoro, A.Silva Do Amaral, S. M.Sznajder, A.Thiel, M.Da Silva De Araujo, F. TorresPereira, A. VilelaBernardes, C. A.Calligaris, L.Fernandez Perez Tomei, T. R.Gregores, E. M.Lemos, D. S.Mercadante, P. G.Novaes, S. F.Padula, Sandra S.Aleksandrov, A.Antchev, G.Hadjiiska, R.Iaydjiev, P.Misheva, M.Rodozov, M.Shopova, M.Sultanov, G.Dimitrov, A.Ivanov, T.Litov, L.Pavlov, B.Petkov, P.Petrov, A.Cheng, T.Guo, Q.Javaid, T.Mittal, M.Wang, H.Yuan, L.Ahmad, M.Bauer, G.Dozen, C.Hu, Z.Martins, J.Wang, Y.Yi, K.Chapon, E.Chen, G. M.Chen, H. S.Chen, M.Iemmi, F.Kapoor, A.Leggat, D.Liao, H.Liu, Z-AMilosevic, VMonti, F.Sharma, R.Tao, J.Thomas-Wilsker, J.Wang, J.Zhang, S.Zhao, J.Agapitos, A.An, Y.Ban, Y.Chen, C.Levin, A.Li, Q.Lyu, X.Mao, Y.Qian, S. J.Wang, D.Wang, Q.Xiao, J.Lu, M.You, Z.Gao, X.Okawa, H.Lin, Z.Xiao, M.Avila, C.Cabrera, A.Florez, C.Fraga, J.Sarkar, A.Segura Delgado, M. A.Mejia Guisao, J.Ramirez, F.Ruiz Alvarez, J. D.Salazar Gonzalez, C. A.Giljanovic, D.Godinovic, N.Lelas, D.Puljak, IAntunovic, Z.Kovac, M.Sculac, T.Brigljevic, VFerencek, D.Majumder, D.Roguljic, M.Starodumov, A.Susa, T.Zhang, H.Attikis, A.Christoforou, K.Erodotou, E.Ioannou, A.Kole, G.Kolosova, M.Konstantinou, S.Mousa, J.Nicolaou, C.Ptochos, F.Razis, P. A.Rykaczewski, H.Saka, H.Finger, M.Finger Jr, M. JrKveton, A.Ayala, E.Carrera Jarrin, E.Abdalla, H.Assran, Y.Lotfy, A.Mahmoud, M. A.Bhowmik, S.Dewanjee, R. K.Ehataht, K.Kadastik, M.Nandan, S.Nielsen, C.Pata, J.Raidal, M.Tani, L.Veelken, C.Eerola, P.Forthomme, L.Kirschenmann, H.Osterberg, K.Voutilainen, M.Bharthuar, S.Brucken, E.Garcia, F.Havukainen, J.Kim, M. S.Kinnunen, R.Lampen, T.Lassila-Perini, K.Lehti, S.Linden, T.Lotti, M.Martikainen, L.Myllymaki, M.Ott, J.Siikonen, H.Tuominen, E.Tuominiemi, J.Luukka, P.Petrow, H.Tuuva, T.Amendola, C.Besancon, M.Couderc, F.Dejardin, M.Denegri, D.Faure, J. L.Ferri, F.Ganjour, S.Givernaud, A.Gras, P.de Monchenault, G. HamelJarry, P.Lenzi, B.Locci, E.Malcles, J.Rander, J.Rosowsky, A.Sahin, M. O.Savoy-Navarro, A.Titov, M.Yu, G. B.Ahuja, S.Beaudette, F.Bonanomi, M.Perraguin, A. BuchotBusson, P.Cappati, A.Charlot, C.Davignon, O.Diab, B.Falmagne, G.Ghosh, S.de Cassagnac, R. GranierHakimi, A.Kucher, IMotta, J.Nguyen, M.Ochando, C.Paganini, P.Rembser, J.Salerno, R.Sauvan, J. B.Sirois, Y.Tarabini, A.Zabi, A.Zghiche, A.Agram, J-LAndrea, J.Apparu, D.Bloch, D.Bourgatte, G.Brom, J-MChabert, E. C.Collard, C.Darej, D.Fontaine, J-CGoerlach, U.Grimault, C.Le Bihan, A-CNibigira, E.Van Hove, P.Asilar, E.Beauceron, S.Bernet, C.Boudoul, G.Camen, C.Carle, A.Chanon, N.Contardo, D.Depasse, P.El Mamouni, H.Fay, J.Gascon, S.Gouzevitch, M.Ille, B.Laktineh, I. B.Lattaud, H.Lesauvage, A.Lethuillier, M.Mirabito, L.Perries, S.Shchablo, K.Sordini, VTorterotot, L.Touquet, G.Vander Donckt, M.Viret, S.Bagaturia, ILomidze, ITsamalaidze, Z.Feld, L.Klein, K.Lipinski, M.Meuser, D.Pauls, A.Rauch, M. P.Roewert, N.Schulz, J.Teroerde, M.Dodonova, A.Eliseev, D.Erdmann, M.Fackeldey, P.Fischer, B.Ghosh, S.Hebbeker, T.Hoepfner, K.Ivone, F.Keller, H.Mastrolorenzo, L.Merschmeyer, M.Meyer, A.Mocellin, G.Mondal, S.Mukherjee, S.Noll, D.Novak, A.Pook, T.Pozdnyakov, A.Rath, Y.Reithler, H.Roemer, J.Schmidt, A.Schuler, S. C.Sharma, A.Vigilante, L.Wiedenbeck, S.Zaleski, S.Dziwok, C.Fluegge, G.Ahmad, W. HajHlushchenko, O.Kress, T.Pooth, A. NowackORoy, D.Sert, H.Stahl, A.Ziemons, T.Petersen, H. AarupMartin, M. AldayaAsmuss, P.Babounikau, IBaxter, S.Behnke, O.Martinez, A. BermudezBhattacharya, S.Bin Anuar, A. A.Borras, K.Botta, VBrunner, D.Campbell, A.Cardini, A.Cheng, C.Colombina, F.Rodriguez, S. ConsuegraSilva, G. CorreiaDanilov, VDidukh, L.Eckerlin, G.Eckstein, D.Banos, L. I. EstevezFilatov, O.Gallo, E.Geiser, A.Giraldi, A.Grohsjean, A.Guthoff, M.Jafari, A.Jomhari, N. Z.Jung, H.Kasem, A.Kasemann, M.Kaveh, H.Kleinwort, C.Krucker, D.Lange, W.Lidrych, J.Lipka, K.Lohmann, W.Mankel, R.Melzer-Pellmann, I-AMetwally, J.Meyer, A. B.Meyer, M.Mnich, J.Mussgiller, A.Otarid, Y.Adan, D. PerezPitzl, D.Raspereza, A.Lopes, B. RibeiroRubenach, J.Saggio, A.Saibel, A.Savitskyi, M.Scham, M.Scheurer, VSchwanenberger, C.Singh, A.Ricardo, R. E. SosaStafford, D.Tonon, N.Turkot, O.Van De Klundert, M.Walsh, R.Walter, D.Wen, Y.Wichmann, K.Wiens, L.Wissing, C.Wuchterl, S.Aggleton, R.Albrecht, S.Bein, S.Benato, L.Benecke, A.Connor, P.De Leo, K.Eich, M.Feindt, F.Frohlich, A.Garbers, C.Garutti, E.Gunnellini, P.Haller, J.Hinzmann, A.Kasieczka, G.Klanner, R.Kogler, R.Kramer, T.Kutzner, VLange, J.Lange, T.Lobanov, A.Malara, A.Nigamova, A.Rodriguez, K. J. PenaRieger, O.Schleper, P.Schroder, M.Vormwald, J. SchwandtBZoi, ISchwarz, D.Sonneveld, J.Stadie, H.Steinbruck, G.Tews, A.Bechtel, J.Berger, T.Butz, E.Caspart, R.Chwalek, T.De Boer, W.Dierlamm, A.Droll, A.El Morabit, K.Faltermann, N.Giffels, M.Gosewisch, J. O.Gottmann, A.Hartmann, F.Heidecker, C.Husemann, U.Katkov, IKeicher, P.Koppenhofer, R.Maier, S.Metzler, M.Mitra, S.Muller, ThNeukum, M.Nurnberg, A.Quast, G.Rabbertz, K.Rauser, J.Savoiu, D.Schnepf, M.Seith, D.Shvetsov, ISimonis, H. J.Ulrich, R.Van der Linden, J.Von Cube, R. F.Wassmer, M.Weber, M.Wieland, S.Wolf, R.Wozniewski, S.Wunsch, S.Anagnostou, G.Daskalakis, G.Geralis, T.Kyriakis, A.Loukas, D.Stakia, A.Diamantopoulou, M.Karasavvas, D.Karathanasis, G.Kontaxakis, P.Koraka, C. K.Manousakis-Katsikakis, A.Panagiotou, A.Papavergou, ISaoulidou, N.Theofilatos, K.Tziaferi, E.Vellidis, K.Vourliotis, E.Bakas, G.Kousouris, K.Papakrivopoulos, ITsipolitis, G.Zacharopoulou, A.Evangelou, IFoudas, C.Gianneios, P.Katsoulis, P.Kokkas, P.Manthos, N.Papadopoulos, IStrologas, J.Csanad, M.Farkas, K.Gadallah, M. M. A.Lokos, S.Major, P.Mandal, K.Mehta, A.Pasztor, G.Radl, A. J.Suranyi, O.Veres, G., IBartok, M.Bencze, G.Hajdu, C.Horvath, D.Vesztergombi, G.Czellar, S.Karancsi, J.Molnar, J.Szillasi, Z.Teyssier, D.Raics, P.Trocsanyi, Z. L.Ujvari, B.Csorgo, T.Nemes, F.Novak, T.Komaragiri, J. R.Kumar, D.Panwar, L.Tiwari, P. C.Bahinipati, S.Kar, C.Mal, P.Mishra, T.Bindhu, V. K. Muraleedharan NairNayak, A.Saha, P.Sur, N.Swain, S. K.Vats, D.Bansal, S.Beri, S. B.Bhatnagar, VChaudhary, G.Chauhan, S.Dhingra, N.Gupta, R.Kaur, A.Kaur, M.Kaur, S.Kumari, P.Meena, M.Sandeep, K.Singh, J. B.Virdi, A. K.Ahmed, A.Bhardwaj, A.Choudhary, B. 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A.Selvaggi, G.Silvestris, L.Simone, F. M.Venditti, R.Verwilligen, P.Abbiendi, G.Battilana, C.Bonacorsi, D.Borgonovi, L.Brigliadori, L.Campanini, R.Capiluppi, P.Castro, A.Cavallo, F. R.Cuffiani, M.Dallavalle, G. M.Diotalevi, T.Fabbri, F.Fanfani, A.Giacomelli, P.Giommi, L.Grandi, C.Guiducci, L.Lo Meo, S.Lunerti, L.Marcellini, S.Masetti, G.Navarria, F. L.Perrotta, A.Primavera, F.Rossi, A. M.Rovelli, T.Siroli, G. P.Albergo, S.Costa, S.Di Mattia, A.Potenza, R.Tricomi, A.Tuve, C.Barbagli, G.Cassese, A.Ceccarelli, R.Ciulli, VCivinini, C.D'Alessandro, R.Focardi, E.Latino, G.Lenzi, P.Lizzo, M.Meschini, M.Paoletti, S.Seidita, R.Sguazzoni, G.Viliani, L.Benussi, L.Bianco, S.Piccolo, D.Bozzo, M.Ferro, F.Mulargia, R.Robutti, E.Tosi, S.Benaglia, A.Brivio, F.Cetorelli, F.Ciriolo, VDe Guio, F.Dinardo, M. E.Dini, P.Gennai, S.Ghezzi, A.Govoni, P.Guzzi, L.Malberti, M.Malvezzi, S.Massironi, A.Menasce, D.Moroni, L.Paganoni, M.Pedrini, D.Ragazzi, S.Redaelli, N.de Fatis, T. 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Issue Date
3월-2022
Publisher
IOP Publishing Ltd
Keywords
Large detector-systems performance; Pattern recognition; cluster finding; calibration and fitting methods
Citation
JOURNAL OF INSTRUMENTATION, v.17, no.3
Indexed
SCIE
SCOPUS
Journal Title
JOURNAL OF INSTRUMENTATION
Volume
17
Number
3
URI
https://scholar.korea.ac.kr/handle/2021.sw.korea/141933
DOI
10.1088/1748-0221/17/03/P03014
ISSN
1748-0221
Abstract
Many measurements at the LHC require efficient identification of heavy-flavour jets, i.e. jets originating from bottom (b) or charm (c) quarks. An overview of the algorithms used to identify c jets is described and a novel method to calibrate them is presented. This new method adjusts the entire distributions of the outputs obtained when the algorithms are applied to jets of different flavours. It is based on an iterative approach exploiting three distinct control regions that are enriched with either b jets, c jets, or light-flavour and gluon jets. Results are presented in the form of correction factors evaluated using proton-proton collision data with an integrated luminosity of 41.5 fb(-1) at root s = 13 TeV, collected by the CMS experiment in 2017. The closure of the method is tested by applying the measured correction factors on simulated data sets and checking the agreement between the adjusted simulation and collision data. Furthermore, a validation is performed by testing the method on pseudodata, which emulate various mismodelling conditions. The calibrated results enable the use of the full distributions of heavy-flavour identification algorithm outputs, e.g. as inputs to machine-learning models. Thus, they are expected to increase the sensitivity of future physics analyses.
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