A new calibration method for charm jet identification validated with proton-proton collision events at √s = 13TeV

Detalhes bibliográficos
Autor(a) principal: Sirunyan, A. M.
Data de Publicação: 2022
Outros Autores: Tumasyan, A., Adam, W., Ambrogi, F., Bergauer, T., Dragicevic, M., Erö, J., Escalante Del Valle, A., Frühwirth, R., Jeitler, M., Krammer, N., Lechner, L., Liko, D., Madlener, T., Mikulec, I., Pitters, F. M., Rad, N., Schieck, J., Schöfbeck, R., Spanring, M., Templ, S., Waltenberger, W., Wulz, C. E., Zarucki, M., Chekhovsky, V., Litomin, A., Makarenko, V., Suarez Gonzalez, J., Darwish, M. R., De Wolf, E. A., Di Croce, D., Janssen, X., Kello, T., Lelek, A., Pieters, M., Rejeb Sfar, H., Van Haevermaet, H., Van Mechelen, P., Van Putte, S., Van Remortel, N., Blekman, F., Bols, E. S., Chhibra, S. S., D'Hondt, J., De Clercq, J., Lontkovskyi, D., Lowette, S., Marchesini, I., Moortgat, S., Morton, A., Python, Q., Tavernier, S., Van Doninck, W., Van Mulders, P., Beghin, D., Bilin, B., Clerbaux, B., De Lentdecker, G., Dorney, B., Favart, L., Grebenyuk, A., Kalsi, A. K., Makarenko, I., Moureaux, L., Pétré, L., Popov, A., Postiau, N., Starling, E., Thomas, L., Vander Velde, C., Vanlaer, P., Vannerom, D., Wezenbeek, L., Cornelis, T., Dobur, D., Gruchala, M., Khvastunov, I., Niedziela, M., Roskas, C., Skovpen, K., Tytgat, M., Verbeke, W., Vermassen, B., Vit, M., Bruno, G., Bury, F., Caputo, C., David, P., Delaere, C., Delcourt, M., Donertas, I. S., Giammanco, A., Lemaitre, V., Mondal, K., Prisciandaro, J., Taliercio, A., Teklishyn, M., Vischia, P., Wuyckens, S., Zobec, J., Alves, G. A., Correia Silva, G., Hensel, C., Moraes, A., Aldá, W. L., Belchior Batista Das Chagas, E., Brandao Malbouisson, H., Carvalho, W., Chinellato, J., Coelho, E., Da Costa, E. M., Da Silveira, G. G., De Jesus Damiao, D., Fonseca De Souza, S., Martins, J., Matos Figueiredo, D., Medina Jaime, M., Melo De Almeida, M., Mora Herrera, C., Mundim, L., Nogima, H., Rebello Teles, P., Sanchez Rosas, L. J., Santoro, A., Silva Do Amaral, S. M., Sznajder, A., Thiel, M., Tonelli Manganote, E. J., Torres Da Silva De Araujo, F., Vilela Pereira, A., Bernardes, C. A. [UNESP], Calligaris, L. [UNESP], Fernandez Perez Tomei, T. R. [UNESP], Gregores, E. M., Lemos, D. S. [UNESP], Mercadante, P. G., Novaes, S. F. [UNESP], Padula, Sandra S. [UNESP], Aleksandrov, A., Antchev, G., Atanasov, I., Hadjiiska, R., Iaydjiev, P., Misheva, M., Rodozov, M., Shopova, M., Sultanov, G., Bonchev, M., Dimitrov, A., Ivanov, T., Litov, L., Pavlov, B., Petkov, P., Petrov, A., Fang, W., Guo, Q., Wang, H., Yuan, L., Ahmad, M., Hu, Z., Wang, Y., Chapon, E., Chen, G. M., Chen, H. S., Chen, M., Kapoor, A., Leggat, D., Liao, H., Liu, Z., Sharma, R., Spiezia, A., Tao, J., Thomas-Wilsker, J., Wang, J., Zhang, H., Zhang, S., Zhao, J., Agapitos, A., Ban, Y., Chen, C., Levin, A., Li, Q., Lu, M., Lyu, X., Mao, Y., Qian, S. J., Wang, D., Wang, Q., Xiao, J., You, Z., Gao, X., Xiao, M., Avila, C., Cabrera, A., Florez, C., Fraga, J., Sarkar, A., Segura Delgado, M. A., Jaramillo, J., Mejia Guisao, J., Ramirez, F., Ruiz Alvarez, J. D., Salazar González, C. A., Vanegas Arbelaez, N., Giljanovic, D., Godinovic, N., Lelas, D., Puljak, I., Sculac, T., Antunovic, Z., Kovac, M., Brigljevic, V., Ferencek, D., Majumder, D., Roguljic, M., Starodumov, A., Susa, T., Ather, M. W., Attikis, A., Erodotou, E., Ioannou, A., Kole, G., Kolosova, M., Konstantinou, S., Mavromanolakis, G., Mousa, J., Nicolaou, C., Ptochos, F., Razis, P. A., Rykaczewski, H., Saka, H., Tsiakkouri, D., Finger, M., Kveton, A., Tomsa, J., Ayala, E., Carrera Jarrin, E., Abdelalim, A. A., Elgammal, S., Ellithi Kamel, A., Mahmoud, M. A., Mohammed, Y., Bhowmik, S., Carvalho Antunes De Oliveira, A., Dewanjee, R. K., Ehataht, K., Kadastik, M., Raidal, M., Veelken, C., Eerola, P., Forthomme, L., Kirschenmann, H., Osterberg, K., Voutilainen, M., Brücken, E., Garcia, F., Havukainen, J., Karimäki, V., Kim, M. S., Kinnunen, R., Lampén, T., Lassila-Perini, K., Laurila, S., Lehti, S., Lindén, T., Siikonen, H., Tuominen, E., Tuominiemi, J., Luukka, P., Tuuva, T., Amendola, C., Besancon, M., Couderc, F., Dejardin, M., Denegri, D., Faure, J. L., Ferri, F., Ganjour, S., Givernaud, A., Gras, P., Hamel de Monchenault, G., Jarry, P., Lenzi, B., Locci, E., Malcles, J., Rander, J., Rosowsky, A., Sahin, M., Savoy-Navarro, A., Titov, M., Yu, G. B., Ahuja, S., Beaudette, F., Bonanomi, M., Buchot Perraguin, A., Busson, P., Charlot, C., Davignon, O., Diab, B., Falmagne, G., Granier de Cassagnac, R., Hakimi, A., Kucher, I., Lobanov, A., Martin Perez, C., Nguyen, M., Ochando, C., Paganini, P., Rembser, J., Salerno, R., Sauvan, J. B., Sirois, Y., Zabi, A., Zghiche, A., Agram, J. L., Andrea, J., Bloch, D., Bourgatte, G., Brom, J. M., Chabert, E. C., Collard, C., Fontaine, J. C., Gelé, D., Goerlach, U., Grimault, C., Le Bihan, A. 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C., Sharma, A., Wiedenbeck, S., Zaleski, S., Dziwok, C., Flügge, G., Haj Ahmad, W., Hlushchenko, O., Kress, T., Nowack, A., Pistone, C., Pooth, O., Roy, D., Sert, H., Stahl, A., Ziemons, T., Aarup Petersen, H., Aldaya Martin, M., Asmuss, P., Babounikau, I., Baxter, S., Behnke, O., Bermúdez Martínez, A., Bin Anuar, A. A., Borras, K., Botta, V., Brunner, D., Campbell, A., Cardini, A., Connor, P., Consuegra Rodríguez, S., Danilov, V., De Wit, A., Defranchis, M. M., Didukh, L., Domínguez Damiani, D., Eckerlin, G., Eckstein, D., Eichhorn, T., Estevez Banos, L. I., Gallo, E., Geiser, A., Giraldi, A., Grohsjean, A., Guthoff, M., Harb, A., Jafari, A., Jomhari, N. Z., Jung, H., Kasem, A., Kasemann, M., Kaveh, H., Kleinwort, C., Knolle, J., Krücker, D., Lange, W., Lenz, T., Lidrych, J., Lipka, K., Lohmann, W., Mankel, R., Melzer-Pellmann, I. A., Metwally, J., Meyer, A. B., Meyer, M., Missiroli, M., Mnich, J., Mussgiller, A., Myronenko, V., Otarid, Y., Pérez Adán, D., Pflitsch, S. 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Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1088/1748-0221/17/03/P03014
http://hdl.handle.net/11449/234349
Resumo: 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 √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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spelling A new calibration method for charm jet identification validated with proton-proton collision events at √s = 13TeVLarge detector-systems performancePattern recognition, cluster finding, calibration and fitting methodsMany 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 √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.Bundesministerium für Bildung, Wissenschaft und ForschungCoordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)Chinese Academy of SciencesConselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS)Chulalongkorn UniversityFundação de Amparo à Pesquisa do Estado do Rio Grande do SulFundação de Amparo à Pesquisa do Estado do Rio de Janeiro (FAPERJ)Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Hrvatska Zaklada za ZnanostInstitute of PhysicsMinistry of Education, Youth and ScienceMinisterio de Ciencia y TecnologíaMinistarstvo Obrazovanja, Znanosti i SportaNational Natural Science Foundation of ChinaOktatási és Kulturális MinisztériumAcademy of FinlandCERNInstitut National de Physique Nucléaire et de Physique des ParticulesWeston Havens FoundationNational Science Foundation of Sri LankaCollege of Natural Resources and Sciences, Humboldt State UniversityUK Research and InnovationYerevan Physics InstituteInstitut für HochenergiephysikInstitute for Nuclear ProblemsUniversiteit AntwerpenVrije Universiteit BrusselUniversité Libre de BruxellesGhent UniversityUniversité Catholique de Louvain, Louvain-la-NeuveCentro Brasileiro de Pesquisas FisicasUniversidade do Estado do Rio de JaneiroUniversidade Estadual PaulistaUniversidade Federal do ABCInstitute for Nuclear Research and Nuclear Energy Bulgarian Academy of SciencesUniversity of SofiaBeihang UniversityDepartment of Physics Tsinghua UniversityInstitute of High Energy PhysicsState Key Laboratory of Nuclear Physics and Technology Peking UniversitySun Yat-Sen UniversityInstitute of Modern Physics Key Laboratory of Nuclear Physics and Ion-Beam Application (MOE) Fudan UniversityZhejiang UniversityUniversidad de Los AndesUniversidad de AntioquiaUniversity of Split Faculty of Electrical Engineering Mechanical Engineering and Naval ArchitectureUniversity of Split Faculty of ScienceInstitute Rudjer BoskovicUniversity of CyprusCharles UniversityEscuela Politecnica NacionalUniversidad San Francisco de QuitoAcademy of Scientific Research and Technology of the Arab Republic of Egypt Egyptian Network of High Energy PhysicsCenter for High Energy Physics (CHEP-FU) Fayoum University, El-FayoumNational Institute of Chemical Physics and BiophysicsDepartment of Physics University of HelsinkiHelsinki Institute of PhysicsLappeenranta University of TechnologyIRFU CEA Université Paris-Saclay, Gif-sur-YvetteLaboratoire Leprince-Ringuet CNRS IN 2P 3 Ecole Polytechnique Institut Polytechnique de ParisUniversité de Strasbourg CNRS IPHC UMR 7178Université de Lyon Université Claude Bernard Lyon 1 CNRS-IN 2P 3 Institut de Physique Nucléaire de Lyon, VilleurbanneGeorgian Technical UniversityRWTH Aachen University I. Physikalisches InstitutRWTH Aachen University III. Physikalisches Institut ARWTH Aachen University III. 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Khalsa CollegeShoolini UniversityUniversity of HyderabadUniversity of Visva-BharatiIndian Institute of Technology (IIT)University of Science and Technology of MazandaranEnergy and Sustainable Economic DevelopmentCentro Siciliano di Fisica Nucleare e di Struttura Della MateriaConsejo Nacional de Ciencia y TecnologíaInstitute of Electronic SystemsSt. Petersburg State Polytechnical UniversityBudker Institute of Nuclear PhysicsUniversity of BelgradeSri LankaStefan Meyer Institute for Subatomic PhysicsIN2P3-CNRSSírnak UniversityResearch Center of Experimental Health ScienceBeykent UniversityApplication and Research Center for Advanced Studies (App. and Res. Cent. for Advanced Studies)Mersin UniversityPiri Reis UniversityAdiyaman UniversityOzyegin UniversityIzmir Institute of TechnologyNecmettin Erbakan UniversityBozok Universitetesi RektörlügüMarmara UniversityMilli Savunma UniversityKafkas UniversityIstanbul Bilgi UniversityHacettepe UniversityUniversity of SouthamptonIPPP Durham UniversitySt. PaulKaramanoğlu Mehmetbey UniversityAin Shams UniversityBingol UniversitySinop UniversityIstanbulNanjing Normal UniversityTexas A&M University at QatarSirunyan, A. M.Tumasyan, A.Adam, W.Ambrogi, F.Bergauer, T.Dragicevic, M.Erö, J.Escalante Del Valle, A.Frühwirth, R.Jeitler, M.Krammer, N.Lechner, L.Liko, D.Madlener, T.Mikulec, I.Pitters, F. M.Rad, N.Schieck, J.Schöfbeck, R.Spanring, M.Templ, S.Waltenberger, W.Wulz, C. E.Zarucki, M.Chekhovsky, V.Litomin, A.Makarenko, V.Suarez Gonzalez, J.Darwish, M. R.De Wolf, E. A.Di Croce, D.Janssen, X.Kello, T.Lelek, A.Pieters, M.Rejeb Sfar, H.Van Haevermaet, H.Van Mechelen, P.Van Putte, S.Van Remortel, N.Blekman, F.Bols, E. S.Chhibra, S. S.D'Hondt, J.De Clercq, J.Lontkovskyi, D.Lowette, S.Marchesini, I.Moortgat, S.Morton, A.Python, Q.Tavernier, S.Van Doninck, W.Van Mulders, P.Beghin, D.Bilin, B.Clerbaux, B.De Lentdecker, G.Dorney, B.Favart, L.Grebenyuk, A.Kalsi, A. K.Makarenko, I.Moureaux, L.Pétré, L.Popov, A.Postiau, N.Starling, E.Thomas, L.Vander Velde, C.Vanlaer, P.Vannerom, D.Wezenbeek, L.Cornelis, T.Dobur, D.Gruchala, M.Khvastunov, I.Niedziela, M.Roskas, C.Skovpen, K.Tytgat, M.Verbeke, W.Vermassen, B.Vit, M.Bruno, G.Bury, F.Caputo, C.David, P.Delaere, C.Delcourt, M.Donertas, I. S.Giammanco, A.Lemaitre, V.Mondal, K.Prisciandaro, J.Taliercio, A.Teklishyn, M.Vischia, P.Wuyckens, S.Zobec, J.Alves, G. A.Correia Silva, G.Hensel, C.Moraes, A.Aldá, W. L.Belchior Batista Das Chagas, E.Brandao Malbouisson, H.Carvalho, W.Chinellato, J.Coelho, E.Da Costa, E. M.Da Silveira, G. G.De Jesus Damiao, D.Fonseca De Souza, S.Martins, J.Matos Figueiredo, D.Medina Jaime, M.Melo De Almeida, M.Mora Herrera, C.Mundim, L.Nogima, H.Rebello Teles, P.Sanchez Rosas, L. J.Santoro, A.Silva Do Amaral, S. M.Sznajder, A.Thiel, M.Tonelli Manganote, E. J.Torres Da Silva De Araujo, F.Vilela Pereira, A.Bernardes, C. A. [UNESP]Calligaris, L. [UNESP]Fernandez Perez Tomei, T. R. [UNESP]Gregores, E. M.Lemos, D. S. [UNESP]Mercadante, P. G.Novaes, S. F. [UNESP]Padula, Sandra S. [UNESP]Aleksandrov, A.Antchev, G.Atanasov, I.Hadjiiska, R.Iaydjiev, P.Misheva, M.Rodozov, M.Shopova, M.Sultanov, G.Bonchev, M.Dimitrov, A.Ivanov, T.Litov, L.Pavlov, B.Petkov, P.Petrov, A.Fang, W.Guo, Q.Wang, H.Yuan, L.Ahmad, M.Hu, Z.Wang, Y.Chapon, E.Chen, G. M.Chen, H. S.Chen, M.Kapoor, A.Leggat, D.Liao, H.Liu, Z.Sharma, R.Spiezia, A.Tao, J.Thomas-Wilsker, J.Wang, J.Zhang, H.Zhang, S.Zhao, J.Agapitos, A.Ban, Y.Chen, C.Levin, A.Li, Q.Lu, M.Lyu, X.Mao, Y.Qian, S. J.Wang, D.Wang, Q.Xiao, J.You, Z.Gao, X.Xiao, M.Avila, C.Cabrera, A.Florez, C.Fraga, J.Sarkar, A.Segura Delgado, M. A.Jaramillo, J.Mejia Guisao, J.Ramirez, F.Ruiz Alvarez, J. D.Salazar González, C. A.Vanegas Arbelaez, N.Giljanovic, D.Godinovic, N.Lelas, D.Puljak, I.Sculac, T.Antunovic, Z.Kovac, M.Brigljevic, V.Ferencek, D.Majumder, D.Roguljic, M.Starodumov, A.Susa, T.Ather, M. W.Attikis, A.Erodotou, E.Ioannou, A.Kole, G.Kolosova, M.Konstantinou, S.Mavromanolakis, G.Mousa, J.Nicolaou, C.Ptochos, F.Razis, P. A.Rykaczewski, H.Saka, H.Tsiakkouri, D.Finger, M.Kveton, A.Tomsa, J.Ayala, E.Carrera Jarrin, E.Abdelalim, A. A.Elgammal, S.Ellithi Kamel, A.Mahmoud, M. A.Mohammed, Y.Bhowmik, S.Carvalho Antunes De Oliveira, A.Dewanjee, R. K.Ehataht, K.Kadastik, M.Raidal, M.Veelken, C.Eerola, P.Forthomme, L.Kirschenmann, H.Osterberg, K.Voutilainen, M.Brücken, E.Garcia, F.Havukainen, J.Karimäki, V.Kim, M. 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J.Lannon, K.Li, W.Loukas, N.Marinelli, N.McAlister, I.Meng, F.Mohrman, K.Musienko, Y.Ruchti, R.Siddireddy, P.Taroni, S.Wayne, M.Wightman, A.Wolf, M.Zygala, L.Alimena, J.Bylsma, B.Cardwell, B.Durkin, L. S.Francis, B.Hill, C.Lefeld, A.Winer, B. L.Yates, B. R.Das, P.Dezoort, G.Elmer, P.Greenberg, B.Haubrich, N.Higginbotham, S.Kalogeropoulos, A.Kopp, G.Kwan, S.Lange, D.Lucchini, M. T.Luo, J.Marlow, D.Mei, K.Ojalvo, I.Olsen, J.Palmer, C.Piroué, P.Stickland, D.Tully, C.Norberg, S.Barnes, V. E.Chawla, R.Das, S.Gutay, L.Jones, M.Jung, A. W.Mahakud, B.Negro, G.Neumeister, N.Peng, C. C.Piperov, S.Qiu, H.Schulte, J. F.Stojanovic, M.Trevisani, N.Wang, F.Xiao, R.Xie, W.Cheng, T.Dolen, J.Parashar, N.Baty, A.Dildick, S.Ecklund, K. M.Freed, S.Geurts, F. J.M.Kilpatrick, M.Padley, B. P.Redjimi, R.Roberts, J.Rorie, J.Shi, W.Stahl Leiton, A. G.Bodek, A.de Barbaro, P.Demina, R.Dulemba, J. L.Fallon, C.Ferbel, T.Galanti, M.Garcia-Bellido, A.Hindrichs, O.Khukhunaishvili, A.Ranken, E.Taus, R.Chiarito, B.Chou, J. P.Gandrakota, A.Gershtein, Y.Halkiadakis, E.Hart, A.Heindl, M.Hughes, E.Kaplan, S.Karacheban, O.Laflotte, I.Lath, A.Montalvo, R.Nash, K.Osherson, M.Salur, S.Schnetzer, S.Somalwar, S.Stone, R.Thayil, S. A.Thomas, S.Acharya, H.Delannoy, A. G.Spanier, S.Bouhali, O.Dalchenko, M.Delgado, A.Eusebi, R.Gilmore, J.Huang, T.Kamon, T.Luo, S.Malhotra, S.Mueller, R.Overton, D.Perniè, L.Rathjens, D.Safonov, A.Sturdy, J.Akchurin, N.Damgov, J.Hegde, V.Kunori, S.Lamichhane, K.Mengke, T.Muthumuni, S.Peltola, T.Undleeb, S.Volobouev, I.Whitbeck, A.Appelt, E.Greene, S.Gurrola, A.Janjam, R.Johns, W.Maguire, C.Melo, A.Ni, H.Padeken, K.Romeo, F.Sheldon, P.Tuo, S.Velkovska, J.Verweij, M.Arenton, M. W.Cox, B.Cummings, G.Hakala, J.Hirosky, R.Joyce, M.Ledovskoy, A.Li, A.Neu, C.Tannenwald, B.Wolfe, E.Xia, F.Karchin, P. E.Poudyal, N.Thapa, P.Black, K.Bose, T.Buchanan, J.Caillol, C.Dasu, S.De Bruyn, I.Everaerts, P.Galloni, C.He, H.Herndon, M.Hervé, A.Hussain, U.Lanaro, A.Loeliger, A.Loveless, R.Madhusudanan Sreekala, J.Mallampalli, A.Pinna, D.Ruggles, T.Savin, A.Shang, V.Smith, W. H.Teague, D.Trembath-Reichert, S.Vetens, W.2022-05-01T16:02:28Z2022-05-01T16:02:28Z2022-03-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1088/1748-0221/17/03/P03014Journal of Instrumentation, v. 17, n. 3, 2022.1748-0221http://hdl.handle.net/11449/23434910.1088/1748-0221/17/03/P030142-s2.0-85127541495Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengJournal of Instrumentationinfo:eu-repo/semantics/openAccess2022-05-01T16:19:01Zoai:repositorio.unesp.br:11449/234349Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462022-05-01T16:19:01Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv A new calibration method for charm jet identification validated with proton-proton collision events at √s = 13TeV
title A new calibration method for charm jet identification validated with proton-proton collision events at √s = 13TeV
spellingShingle A new calibration method for charm jet identification validated with proton-proton collision events at √s = 13TeV
Sirunyan, A. M.
Large detector-systems performance
Pattern recognition, cluster finding, calibration and fitting methods
title_short A new calibration method for charm jet identification validated with proton-proton collision events at √s = 13TeV
title_full A new calibration method for charm jet identification validated with proton-proton collision events at √s = 13TeV
title_fullStr A new calibration method for charm jet identification validated with proton-proton collision events at √s = 13TeV
title_full_unstemmed A new calibration method for charm jet identification validated with proton-proton collision events at √s = 13TeV
title_sort A new calibration method for charm jet identification validated with proton-proton collision events at √s = 13TeV
author Sirunyan, A. M.
author_facet Sirunyan, A. M.
Tumasyan, A.
Adam, W.
Ambrogi, F.
Bergauer, T.
Dragicevic, M.
Erö, J.
Escalante Del Valle, A.
Frühwirth, R.
Jeitler, M.
Krammer, N.
Lechner, L.
Liko, D.
Madlener, T.
Mikulec, I.
Pitters, F. M.
Rad, N.
Schieck, J.
Schöfbeck, R.
Spanring, M.
Templ, S.
Waltenberger, W.
Wulz, C. E.
Zarucki, M.
Chekhovsky, V.
Litomin, A.
Makarenko, V.
Suarez Gonzalez, J.
Darwish, M. R.
De Wolf, E. A.
Di Croce, D.
Janssen, X.
Kello, T.
Lelek, A.
Pieters, M.
Rejeb Sfar, H.
Van Haevermaet, H.
Van Mechelen, P.
Van Putte, S.
Van Remortel, N.
Blekman, F.
Bols, E. S.
Chhibra, S. S.
D'Hondt, J.
De Clercq, J.
Lontkovskyi, D.
Lowette, S.
Marchesini, I.
Moortgat, S.
Morton, A.
Python, Q.
Tavernier, S.
Van Doninck, W.
Van Mulders, P.
Beghin, D.
Bilin, B.
Clerbaux, B.
De Lentdecker, G.
Dorney, B.
Favart, L.
Grebenyuk, A.
Kalsi, A. K.
Makarenko, I.
Moureaux, L.
Pétré, L.
Popov, A.
Postiau, N.
Starling, E.
Thomas, L.
Vander Velde, C.
Vanlaer, P.
Vannerom, D.
Wezenbeek, L.
Cornelis, T.
Dobur, D.
Gruchala, M.
Khvastunov, I.
Niedziela, M.
Roskas, C.
Skovpen, K.
Tytgat, M.
Verbeke, W.
Vermassen, B.
Vit, M.
Bruno, G.
Bury, F.
Caputo, C.
David, P.
Delaere, C.
Delcourt, M.
Donertas, I. S.
Giammanco, A.
Lemaitre, V.
Mondal, K.
Prisciandaro, J.
Taliercio, A.
Teklishyn, M.
Vischia, P.
Wuyckens, S.
Zobec, J.
Alves, G. A.
Correia Silva, G.
Hensel, C.
Moraes, A.
Aldá, W. L.
Belchior Batista Das Chagas, E.
Brandao Malbouisson, H.
Carvalho, W.
Chinellato, J.
Coelho, E.
Da Costa, E. M.
Da Silveira, G. G.
De Jesus Damiao, D.
Fonseca De Souza, S.
Martins, J.
Matos Figueiredo, D.
Medina Jaime, M.
Melo De Almeida, M.
Mora Herrera, C.
Mundim, L.
Nogima, H.
Rebello Teles, P.
Sanchez Rosas, L. J.
Santoro, A.
Silva Do Amaral, S. M.
Sznajder, A.
Thiel, M.
Tonelli Manganote, E. J.
Torres Da Silva De Araujo, F.
Vilela Pereira, A.
Bernardes, C. A. [UNESP]
Calligaris, L. [UNESP]
Fernandez Perez Tomei, T. R. [UNESP]
Gregores, E. M.
Lemos, D. S. [UNESP]
Mercadante, P. G.
Novaes, S. F. [UNESP]
Padula, Sandra S. [UNESP]
Aleksandrov, A.
Antchev, G.
Atanasov, I.
Hadjiiska, R.
Iaydjiev, P.
Misheva, M.
Rodozov, M.
Shopova, M.
Sultanov, G.
Bonchev, M.
Dimitrov, A.
Ivanov, T.
Litov, L.
Pavlov, B.
Petkov, P.
Petrov, A.
Fang, W.
Guo, Q.
Wang, H.
Yuan, L.
Ahmad, M.
Hu, Z.
Wang, Y.
Chapon, E.
Chen, G. M.
Chen, H. S.
Chen, M.
Kapoor, A.
Leggat, D.
Liao, H.
Liu, Z.
Sharma, R.
Spiezia, A.
Tao, J.
Thomas-Wilsker, J.
Wang, J.
Zhang, H.
Zhang, S.
Zhao, J.
Agapitos, A.
Ban, Y.
Chen, C.
Levin, A.
Li, Q.
Lu, M.
Lyu, X.
Mao, Y.
Qian, S. J.
Wang, D.
Wang, Q.
Xiao, J.
You, Z.
Gao, X.
Xiao, M.
Avila, C.
Cabrera, A.
Florez, C.
Fraga, J.
Sarkar, A.
Segura Delgado, M. A.
Jaramillo, J.
Mejia Guisao, J.
Ramirez, F.
Ruiz Alvarez, J. D.
Salazar González, C. A.
Vanegas Arbelaez, N.
Giljanovic, D.
Godinovic, N.
Lelas, D.
Puljak, I.
Sculac, T.
Antunovic, Z.
Kovac, M.
Brigljevic, V.
Ferencek, D.
Majumder, D.
Roguljic, M.
Starodumov, A.
Susa, T.
Ather, M. W.
Attikis, A.
Erodotou, E.
Ioannou, A.
Kole, G.
Kolosova, M.
Konstantinou, S.
Mavromanolakis, G.
Mousa, J.
Nicolaou, C.
Ptochos, F.
Razis, P. A.
Rykaczewski, H.
Saka, H.
Tsiakkouri, D.
Finger, M.
Kveton, A.
Tomsa, J.
Ayala, E.
Carrera Jarrin, E.
Abdelalim, A. A.
Elgammal, S.
Ellithi Kamel, A.
Mahmoud, M. A.
Mohammed, Y.
Bhowmik, S.
Carvalho Antunes De Oliveira, A.
Dewanjee, R. K.
Ehataht, K.
Kadastik, M.
Raidal, M.
Veelken, C.
Eerola, P.
Forthomme, L.
Kirschenmann, H.
Osterberg, K.
Voutilainen, M.
Brücken, E.
Garcia, F.
Havukainen, J.
Karimäki, V.
Kim, M. S.
Kinnunen, R.
Lampén, T.
Lassila-Perini, K.
Laurila, S.
Lehti, S.
Lindén, T.
Siikonen, H.
Tuominen, E.
Tuominiemi, J.
Luukka, P.
Tuuva, T.
Amendola, C.
Besancon, M.
Couderc, F.
Dejardin, M.
Denegri, D.
Faure, J. L.
Ferri, F.
Ganjour, S.
Givernaud, A.
Gras, P.
Hamel de Monchenault, G.
Jarry, P.
Lenzi, B.
Locci, E.
Malcles, J.
Rander, J.
Rosowsky, A.
Sahin, M.
Savoy-Navarro, A.
Titov, M.
Yu, G. B.
Ahuja, S.
Beaudette, F.
Bonanomi, M.
Buchot Perraguin, A.
Busson, P.
Charlot, C.
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Li, A.
Neu, C.
Tannenwald, B.
Wolfe, E.
Xia, F.
Karchin, P. E.
Poudyal, N.
Thapa, P.
Black, K.
Bose, T.
Buchanan, J.
Caillol, C.
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De Bruyn, I.
Everaerts, P.
Galloni, C.
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Madhusudanan Sreekala, J.
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author_role author
author2 Tumasyan, A.
Adam, W.
Ambrogi, F.
Bergauer, T.
Dragicevic, M.
Erö, J.
Escalante Del Valle, A.
Frühwirth, R.
Jeitler, M.
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Liko, D.
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Templ, S.
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Zarucki, M.
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Litomin, A.
Makarenko, V.
Suarez Gonzalez, J.
Darwish, M. R.
De Wolf, E. A.
Di Croce, D.
Janssen, X.
Kello, T.
Lelek, A.
Pieters, M.
Rejeb Sfar, H.
Van Haevermaet, H.
Van Mechelen, P.
Van Putte, S.
Van Remortel, N.
Blekman, F.
Bols, E. S.
Chhibra, S. S.
D'Hondt, J.
De Clercq, J.
Lontkovskyi, D.
Lowette, S.
Marchesini, I.
Moortgat, S.
Morton, A.
Python, Q.
Tavernier, S.
Van Doninck, W.
Van Mulders, P.
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Bilin, B.
Clerbaux, B.
De Lentdecker, G.
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Favart, L.
Grebenyuk, A.
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Makarenko, I.
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Pétré, L.
Popov, A.
Postiau, N.
Starling, E.
Thomas, L.
Vander Velde, C.
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Wezenbeek, L.
Cornelis, T.
Dobur, D.
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Khvastunov, I.
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Roskas, C.
Skovpen, K.
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Verbeke, W.
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Brandao Malbouisson, H.
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dc.contributor.none.fl_str_mv Yerevan Physics Institute
Institut für Hochenergiephysik
Institute for Nuclear Problems
Universiteit Antwerpen
Vrije Universiteit Brussel
Université Libre de Bruxelles
Ghent University
Université Catholique de Louvain
Centro Brasileiro de Pesquisas Fisicas
Universidade do Estado do Rio de Janeiro (UERJ)
Universidade Estadual Paulista (UNESP)
Universidade Federal do ABC (UFABC)
Bulgarian Academy of Sciences
University of Sofia
Beihang University
Tsinghua University
Institute of High Energy Physics
Peking University
Sun Yat-Sen University
Fudan University
Zhejiang University
Universidad de Los Andes
Universidad de Antioquia
Mechanical Engineering and Naval Architecture
Faculty of Science
Institute Rudjer Boskovic
University of Cyprus
Charles University
Escuela Politecnica Nacional
Universidad San Francisco de Quito
Egyptian Network of High Energy Physics
Fayoum University
National Institute of Chemical Physics and Biophysics
University of Helsinki
Helsinki Institute of Physics
Lappeenranta University of Technology
Université Paris-Saclay
Institut Polytechnique de Paris
UMR 7178
Institut de Physique Nucléaire de Lyon
Georgian Technical University
I. Physikalisches Institut
III. Physikalisches Institut A
III. Physikalisches Institut B
Deutsches Elektronen-Synchrotron
University of Hamburg
Karlsruher Institut fuer Technologie
NCSR Demokritos
National and Kapodistrian University of Athens
National Technical University of Athens
University of Ioánnina
Eötvös Loránd University
Wigner Research Centre for Physics
Institute of Nuclear Research ATOMKI
University of Debrecen
Karoly Robert Campus
Indian Institute of Science (IISc)
HBNI
Panjab University
University of Delhi
Indian Institute of Technology Madras
Bhabha Atomic Research Centre
Tata Institute of Fundamental Research-A
Tata Institute of Fundamental Research-B
Indian Institute of Science Education and Research (IISER)
Isfahan University of Technology
Institute for Research in Fundamental Sciences (IPM)
University College Dublin
INFN Sezione di Bari
Università di Bari
Politecnico di Bari
INFN Sezione di Bologna
Università di Bologna
INFN Sezione di Catania
Università di Catania
INFN Sezione di Firenze
Università di Firenze
INFN Laboratori Nazionali di Frascati
INFN Sezione di Genova
Università di Genova
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Università di Milano-Bicocca
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Università di Napoli 'Federico II'
Università della Basilicata
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Università di Pisa
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Sapienza Università di Roma
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Università di Torino
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Università di Trieste
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University of Montenegro
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Moscow Institute of Physics and Technology
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P.N. Lebedev Physical Institute
Lomonosov Moscow State University
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National Research Centre 'Kurchatov Institute'
National Research Tomsk Polytechnic University
Tomsk State University
VINCA Institute of Nuclear Sciences
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Universidad Autónoma de Madrid
Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA)
CSIC-Universidad de Cantabria
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European Organization for Nuclear Research
Paul Scherrer Institut
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Consejo Nacional de Ciencia y Tecnología
Institute of Electronic Systems
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Budker Institute of Nuclear Physics
University of Belgrade
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IN2P3-CNRS
Sírnak University
Research Center of Experimental Health Science
Beykent University
Application and Research Center for Advanced Studies (App. and Res. Cent. for Advanced Studies)
Mersin University
Piri Reis University
Adiyaman University
Ozyegin University
Izmir Institute of Technology
Necmettin Erbakan University
Bozok Universitetesi Rektörlügü
Marmara University
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Kafkas University
Istanbul Bilgi University
Hacettepe University
University of Southampton
IPPP Durham University
St. Paul
Karamanoğlu Mehmetbey University
Ain Shams University
Bingol University
Sinop University
Istanbul
Nanjing Normal University
Texas A&M University at Qatar
dc.contributor.author.fl_str_mv Sirunyan, A. M.
Tumasyan, A.
Adam, W.
Ambrogi, F.
Bergauer, T.
Dragicevic, M.
Erö, J.
Escalante Del Valle, A.
Frühwirth, R.
Jeitler, M.
Krammer, N.
Lechner, L.
Liko, D.
Madlener, T.
Mikulec, I.
Pitters, F. M.
Rad, N.
Schieck, J.
Schöfbeck, R.
Spanring, M.
Templ, S.
Waltenberger, W.
Wulz, C. E.
Zarucki, M.
Chekhovsky, V.
Litomin, A.
Makarenko, V.
Suarez Gonzalez, J.
Darwish, M. R.
De Wolf, E. A.
Di Croce, D.
Janssen, X.
Kello, T.
Lelek, A.
Pieters, M.
Rejeb Sfar, H.
Van Haevermaet, H.
Van Mechelen, P.
Van Putte, S.
Van Remortel, N.
Blekman, F.
Bols, E. S.
Chhibra, S. S.
D'Hondt, J.
De Clercq, J.
Lontkovskyi, D.
Lowette, S.
Marchesini, I.
Moortgat, S.
Morton, A.
Python, Q.
Tavernier, S.
Van Doninck, W.
Van Mulders, P.
Beghin, D.
Bilin, B.
Clerbaux, B.
De Lentdecker, G.
Dorney, B.
Favart, L.
Grebenyuk, A.
Kalsi, A. K.
Makarenko, I.
Moureaux, L.
Pétré, L.
Popov, A.
Postiau, N.
Starling, E.
Thomas, L.
Vander Velde, C.
Vanlaer, P.
Vannerom, D.
Wezenbeek, L.
Cornelis, T.
Dobur, D.
Gruchala, M.
Khvastunov, I.
Niedziela, M.
Roskas, C.
Skovpen, K.
Tytgat, M.
Verbeke, W.
Vermassen, B.
Vit, M.
Bruno, G.
Bury, F.
Caputo, C.
David, P.
Delaere, C.
Delcourt, M.
Donertas, I. S.
Giammanco, A.
Lemaitre, V.
Mondal, K.
Prisciandaro, J.
Taliercio, A.
Teklishyn, M.
Vischia, P.
Wuyckens, S.
Zobec, J.
Alves, G. A.
Correia Silva, G.
Hensel, C.
Moraes, A.
Aldá, W. L.
Belchior Batista Das Chagas, E.
Brandao Malbouisson, H.
Carvalho, W.
Chinellato, J.
Coelho, E.
Da Costa, E. M.
Da Silveira, G. G.
De Jesus Damiao, D.
Fonseca De Souza, S.
Martins, J.
Matos Figueiredo, D.
Medina Jaime, M.
Melo De Almeida, M.
Mora Herrera, C.
Mundim, L.
Nogima, H.
Rebello Teles, P.
Sanchez Rosas, L. J.
Santoro, A.
Silva Do Amaral, S. M.
Sznajder, A.
Thiel, M.
Tonelli Manganote, E. J.
Torres Da Silva De Araujo, F.
Vilela Pereira, A.
Bernardes, C. A. [UNESP]
Calligaris, L. [UNESP]
Fernandez Perez Tomei, T. R. [UNESP]
Gregores, E. M.
Lemos, D. S. [UNESP]
Mercadante, P. G.
Novaes, S. F. [UNESP]
Padula, Sandra S. [UNESP]
Aleksandrov, A.
Antchev, G.
Atanasov, I.
Hadjiiska, R.
Iaydjiev, P.
Misheva, M.
Rodozov, M.
Shopova, M.
Sultanov, G.
Bonchev, M.
Dimitrov, A.
Ivanov, T.
Litov, L.
Pavlov, B.
Petkov, P.
Petrov, A.
Fang, W.
Guo, Q.
Wang, H.
Yuan, L.
Ahmad, M.
Hu, Z.
Wang, Y.
Chapon, E.
Chen, G. M.
Chen, H. S.
Chen, M.
Kapoor, A.
Leggat, D.
Liao, H.
Liu, Z.
Sharma, R.
Spiezia, A.
Tao, J.
Thomas-Wilsker, J.
Wang, J.
Zhang, H.
Zhang, S.
Zhao, J.
Agapitos, A.
Ban, Y.
Chen, C.
Levin, A.
Li, Q.
Lu, M.
Lyu, X.
Mao, Y.
Qian, S. J.
Wang, D.
Wang, Q.
Xiao, J.
You, Z.
Gao, X.
Xiao, M.
Avila, C.
Cabrera, A.
Florez, C.
Fraga, J.
Sarkar, A.
Segura Delgado, M. A.
Jaramillo, J.
Mejia Guisao, J.
Ramirez, F.
Ruiz Alvarez, J. D.
Salazar González, C. A.
Vanegas Arbelaez, N.
Giljanovic, D.
Godinovic, N.
Lelas, D.
Puljak, I.
Sculac, T.
Antunovic, Z.
Kovac, M.
Brigljevic, V.
Ferencek, D.
Majumder, D.
Roguljic, M.
Starodumov, A.
Susa, T.
Ather, M. W.
Attikis, A.
Erodotou, E.
Ioannou, A.
Kole, G.
Kolosova, M.
Konstantinou, S.
Mavromanolakis, G.
Mousa, J.
Nicolaou, C.
Ptochos, F.
Razis, P. A.
Rykaczewski, H.
Saka, H.
Tsiakkouri, D.
Finger, M.
Kveton, A.
Tomsa, J.
Ayala, E.
Carrera Jarrin, E.
Abdelalim, A. A.
Elgammal, S.
Ellithi Kamel, A.
Mahmoud, M. A.
Mohammed, Y.
Bhowmik, S.
Carvalho Antunes De Oliveira, A.
Dewanjee, R. K.
Ehataht, K.
Kadastik, M.
Raidal, M.
Veelken, C.
Eerola, P.
Forthomme, L.
Kirschenmann, H.
Osterberg, K.
Voutilainen, M.
Brücken, E.
Garcia, F.
Havukainen, J.
Karimäki, V.
Kim, M. S.
Kinnunen, R.
Lampén, T.
Lassila-Perini, K.
Laurila, S.
Lehti, S.
Lindén, T.
Siikonen, H.
Tuominen, E.
Tuominiemi, J.
Luukka, P.
Tuuva, T.
Amendola, C.
Besancon, M.
Couderc, F.
Dejardin, M.
Denegri, D.
Faure, J. L.
Ferri, F.
Ganjour, S.
Givernaud, A.
Gras, P.
Hamel de Monchenault, G.
Jarry, P.
Lenzi, B.
Locci, E.
Malcles, J.
Rander, J.
Rosowsky, A.
Sahin, M.
Savoy-Navarro, A.
Titov, M.
Yu, G. B.
Ahuja, S.
Beaudette, F.
Bonanomi, M.
Buchot Perraguin, A.
Busson, P.
Charlot, C.
Davignon, O.
Diab, B.
Falmagne, G.
Granier de Cassagnac, R.
Hakimi, A.
Kucher, I.
Lobanov, A.
Martin Perez, C.
Nguyen, M.
Ochando, C.
Paganini, P.
Rembser, J.
Salerno, R.
Sauvan, J. B.
Sirois, Y.
Zabi, A.
Zghiche, A.
Agram, J. L.
Andrea, J.
Bloch, D.
Bourgatte, G.
Brom, J. M.
Chabert, E. C.
Collard, C.
Fontaine, J. C.
Gelé, D.
Goerlach, U.
Grimault, C.
Le Bihan, A. C.
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.
Jain, Sa
Laktineh, I. B.
Lattaud, H.
Lesauvage, A.
Lethuillier, M.
Mirabito, L.
Torterotot, L.
Touquet, G.
Vander Donckt, M.
Viret, S.
Khvedelidze, A.
Tsamalaidze, Z.
Feld, L.
Klein, K.
Lipinski, M.
Meuser, D.
Pauls, A.
Preuten, M.
Rauch, M. P.
Schulz, J.
Teroerde, M.
Eliseev, D.
Erdmann, M.
Fackeldey, P.
Fischer, B.
Ghosh, S.
Hebbeker, T.
Hoepfner, K.
Keller, H.
Mastrolorenzo, L.
Merschmeyer, M.
Meyer, A.
Millet, P.
Mocellin, G.
Mondal, S.
Mukherjee, S.
Noll, D.
Novak, A.
Pook, T.
Pozdnyakov, A.
Quast, T.
Radziej, M.
Rath, Y.
Reithler, H.
Roemer, J.
Schmidt, A.
Schuler, S. C.
Sharma, A.
Wiedenbeck, S.
Zaleski, S.
Dziwok, C.
Flügge, G.
Haj Ahmad, W.
Hlushchenko, O.
Kress, T.
Nowack, A.
Pistone, C.
Pooth, O.
Roy, D.
Sert, H.
Stahl, A.
Ziemons, T.
Aarup Petersen, H.
Aldaya Martin, M.
Asmuss, P.
Babounikau, I.
Baxter, S.
Behnke, O.
Bermúdez Martínez, A.
Bin Anuar, A. A.
Borras, K.
Botta, V.
Brunner, D.
Campbell, A.
Cardini, A.
Connor, P.
Consuegra Rodríguez, S.
Danilov, V.
De Wit, A.
Defranchis, M. M.
Didukh, L.
Domínguez Damiani, D.
Eckerlin, G.
Eckstein, D.
Eichhorn, T.
Estevez Banos, L. I.
Gallo, E.
Geiser, A.
Giraldi, A.
Grohsjean, A.
Guthoff, M.
Harb, A.
Jafari, A.
Jomhari, N. Z.
Jung, H.
Kasem, A.
Kasemann, M.
Kaveh, H.
Kleinwort, C.
Knolle, J.
Krücker, D.
Lange, W.
Lenz, T.
Lidrych, J.
Lipka, K.
Lohmann, W.
Mankel, R.
Melzer-Pellmann, I. A.
Metwally, J.
Meyer, A. B.
Meyer, M.
Missiroli, M.
Mnich, J.
Mussgiller, A.
Myronenko, V.
Otarid, Y.
Pérez Adán, D.
Pflitsch, S. K.
Pitzl, D.
Raspereza, A.
Saggio, A.
Saibel, A.
Savitskyi, M.
Scheurer, V.
Schütze, P.
Schwanenberger, C.
Singh, A.
Sosa Ricardo, R. E.
Tonon, N.
Turkot, O.
Vagnerini, A.
Van De Klundert, M.
Walsh, R.
Walter, D.
Wen, Y.
Wichmann, K.
Wissing, C.
Wuchterl, S.
Zenaiev, O.
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dc.subject.por.fl_str_mv Large detector-systems performance
Pattern recognition, cluster finding, calibration and fitting methods
topic Large detector-systems performance
Pattern recognition, cluster finding, calibration and fitting methods
description 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 √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.
publishDate 2022
dc.date.none.fl_str_mv 2022-05-01T16:02:28Z
2022-05-01T16:02:28Z
2022-03-01
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1088/1748-0221/17/03/P03014
Journal of Instrumentation, v. 17, n. 3, 2022.
1748-0221
http://hdl.handle.net/11449/234349
10.1088/1748-0221/17/03/P03014
2-s2.0-85127541495
url http://dx.doi.org/10.1088/1748-0221/17/03/P03014
http://hdl.handle.net/11449/234349
identifier_str_mv Journal of Instrumentation, v. 17, n. 3, 2022.
1748-0221
10.1088/1748-0221/17/03/P03014
2-s2.0-85127541495
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Journal of Instrumentation
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
_version_ 1792962415874277376