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A new calibration method for charm jet identification validated with proton-proton collision events at root s=13 TeV
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Tumasyan_2022_J._Inst._17.pdf | Published version | 8.64 MB | Adobe PDF | View/Open |
Title: | A new calibration method for charm jet identification validated with proton-proton collision events at root s=13 TeV |
Authors: | Tumasyan, A Adam, W Andrejkovic, JW Bergauer, T Chatterjee, S Dragicevic, M Del Valle, AE Fruhwirth, R Jeitler, M Krammer, N Lechner, L Liko, D Mikulec, I Paulitsch, P Pitters, FM Schieck, J Schofbeck, R Spanring, M Templ, S Waltenberger, W Wulz, C-E Chekhovsky, V Litomin, A Makarenko, V Darwish, MR De Wolf, EA Janssen, T Kello, T Lelek, A Sfar, HR Van Mechelen, P Van Putte, S Van Remortel, N Blekman, F Bols, ES D'Hondt, J De Clercq, J Delcourt, M El Faham, H Lowette, S Moortgat, S Morton, A Muller, D Sahasransu, AR Tavernier, S Van Doninck, W Van Mulders, P Beghin, D Bilin, B Clerbaux, B De Lentdecker, G Favart, L Grebenyuk, A Kalsi, AK Lee, K Mahdavikhorrami, M Makarenko, I Moureaux, 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, IS Giammanco, A Jaffel, K Jain, S Lemaitre, V Mondal, K Prisciandaro, J Taliercio, A Teklishyn, M Tran, TT Vischia, P Wertz, S Alves, GA Hensel, C Moraes, A Alda Junior, WL Gallo Pereira, MA Ferreira Filho, MB Malbouisson, HB Carvalho, W Chinellato, J Da Costa, EM Da Silveira, GG Damiao, DDJ De Souza, SF Figueiredo, DM Herrera, CM Amarilo, KM Mundim, L Nogima, H Teles, PR Santoro, A Silva Do Amaral, SM Sznajder, A Thiel, M Da Silva De Araujo, FT Pereira, AV Bernardes, CA Calligaris, L Fernandez Perez Tomei, TR Gregores, EM Lemos, DS Mercadante, PG Novaes, SF Padula, SS 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, GM Chen, HS Chen, M Iemmi, F Kapoor, A Leggat, D Liao, H Liu, Z-A Milosevic, V Monti, 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, SJ 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, MA Mejia Guisao, J Ramirez, F Ruiz Alvarez, JD Salazar Gonzalez, CA Giljanovic, D Godinovic, N Lelas, D Puljak, I Antunovic, Z Kovac, M Sculac, T Brigljevic, V Ferencek, 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, PA Rykaczewski, H Saka, H Finger, M Finger Jr, MJ Kveton, A Ayala, E Carrera Jarrin, E Abdalla, H Assran, Y Lotfy, A Mahmoud, MA Bhowmik, S Dewanjee, RK 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, MS 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, JL Ferri, F Ganjour, S Givernaud, A Gras, P De Monchenault, GH Jarry, P Lenzi, B Locci, E Malcles, J Rander, J Rosowsky, A Sahin, MO Savoy-Navarro, A Titov, M Yu, GB Ahuja, S Beaudette, F Bonanomi, M Perraguin, AB Busson, P Cappati, A Charlot, C Davignon, O Diab, B Falmagne, G Ghosh, S De Cassagnac, RG Hakimi, A Kucher, I Motta, J Nguyen, M Ochando, C Paganini, P Rembser, J Salerno, R Sauvan, JB Sirois, Y Tarabini, A Zabi, A Zghiche, A Agram, J-L Andrea, J Apparu, D Bloch, D Bourgatte, G Brom, J-M Chabert, EC Collard, C Darej, D Fontaine, J-C Goerlach, U Grimault, C Le Bihan, A-C Nibigira, 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, IB Lattaud, H Lesauvage, A Lethuillier, M Mirabito, L Perries, S Shchablo, K Sordini, V Torterotot, L Touquet, G Vander Donckt, M Viret, S Bagaturia, I Lomidze, I Tsamalaidze, Z Feld, L Klein, K Lipinski, M Meuser, D Pauls, A Rauch, MP 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, SC Sharma, A Vigilante, L Wiedenbeck, S Zaleski, S Dziwok, C Fluegge, G Ahmad, WH Hlushchenko, O Kress, T Pooth, AN Roy, D Sert, H Stahl, A Ziemons, T Petersen, HA Martin, MA Asmuss, P Babounikau, I Baxter, S Behnke, O Martinez, AB Bhattacharya, S Bin Anuar, AA Borras, K Botta, V Brunner, D Campbell, A Cardini, A Cheng, C Colombina, F Rodriguez, SC Silva, GC Danilov, V Didukh, L Eckerlin, G Eckstein, D Banos, LIE Filatov, O Gallo, E Geiser, A Giraldi, A Grohsjean, A Guthoff, M Jafari, A Jomhari, NZ 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-A Metwally, J Meyer, AB Meyer, M Mnich, J Mussgiller, A Otarid, Y Adan, DP Pitzl, D Raspereza, A Lopes, BR Rubenach, J Saggio, A Saibel, A Savitskyi, M Scham, M Scheurer, V Schwanenberger, C Singh, A Ricardo, RES Stafford, 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, V Lange, J Lange, T Lobanov, A Malara, A Nigamova, A Rodriguez, KJP Rieger, O Schleper, P Schroder, M Vormwald, JS Zoi, I Schwarz, 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, JO Gottmann, A Hartmann, F Heidecker, C Husemann, U Katkov, I Keicher, P Koppenhofer, R Maier, S Metzler, M Mitra, S Muller, T Neukum, M Nurnberg, A Quast, G Rabbertz, K Rauser, J Savoiu, D Schnepf, M Seith, D Shvetsov, I Simonis, HJ Ulrich, R Van der Linden, J Von Cube, RF 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, CK Manousakis-Katsikakis, A Panagiotou, A Papavergou, I Saoulidou, N Theofilatos, K Tziaferi, E Vellidis, K Vourliotis, E Bakas, G Kousouris, K Papakrivopoulos, I Tsipolitis, G Zacharopoulou, A Evangelou, I Foudas, C Gianneios, P Katsoulis, P Kokkas, P Manthos, N Papadopoulos, I Strologas, J Csanad, M Farkas, K Gadallah, MMA Lokos, S Major, P Mandal, K Mehta, A Pasztor, G Radl, AJ Suranyi, O Veres, G Bartok, M Bencze, G Hajdu, C Horvath, D Vesztergombi, G Czellar, S Karancsi, J Molnar, J Szillasi, Z Teyssier, D Raics, P Trocsanyi, ZL Ujvari, B Csorgo, T Nemes, F Novak, T Komaragiri, JR Kumar, D Panwar, L Tiwari, PC Bahinipati, S Kar, C Mal, P Mishra, T Bindhu, VKMN Nayak, A Saha, P Sur, N Swain, SK Vats, D Bansal, S Beri, SB Bhatnagar, V Chaudhary, G Chauhan, S Dhingra, N Gupta, R Kaur, A Kaur, M Kaur, S Kumari, P Meena, M Sandeep, K Singh, JB Virdi, AK Ahmed, A Bhardwaj, A Choudhary, BC Gola, M Keshri, S Kumar, A Naimuddin, M Priyanka, P Ranjan, K Shah, A Bharti, M Bhattacharya, R Bhattacharya, S Bhowmik, D Dutta, S Dutta, S Gomber, B Maity, M Palit, P Rout, PK Saha, G Sahu, B Sarkar, S Sharan, M Singh, B Thakur, S Behera, PK Behera, SC Kalbhor, P Sikdar, AK Dutta, D Jha, V Kumar, V Mishra, DK Naskar, K Netrakanti, PK Pant, LM Shukla, P Aziz, T Dugad, S Kumar, M Sarkar, U Banerjee, S Chudasama, R Guchait, M Karmakar, S Kumar, S Majumder, G Mazumdar, K Mukherjee, S Alpana, K Dube, S Kansal, B Laha, A Pandey, S Rane, A Rastogi, A Sharma, S Bakhshiansohi, H Zeinali, M Chenarani, S Etesami, SM Khakzad, M Najafabadi, MM Grunewald, M Abbrescia, M Aly, R Aruta, C Colaleo, A Creanza, D De Filippis, N De Palma, M Di Florio, A Di Pilato, A Elmetenawee, W Fiore, L Gelmi, A Gul, M Iaselli, G Ince, M Lezki, S Maggi, G Maggi, M Margjeka, I Mastrapasqua, V Merlin, JA My, S Nuzzo, S Pellecchia, A Pompili, A Pugliese, GA Ranieri, AA Selvaggi, G Silvestris, L Simone, FM Venditti, R Verwilligen, P Abbiendi, G Battilana, C Bonacorsi, D Borgonovi, L Brigliadori, L Campanini, R Capiluppi, P Castro, A Cavallo, FR Cuffiani, M Dallavalle, GM Diotalevi, T Fabbri, F Fanfani, A 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 Albergo, S Costa, S Di Mattia, A Potenza, R Tricomi, A Tuve, C Barbagli, G Cassese, A Ceccarelli, R Ciulli, V Civinini, 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, V De Guio, F Dinardo, ME 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, TT Valsecchi, D Zuolo, D Buontempo, S Carnevali, F Cavallo, N De Iorio, A Fabozzi, F Iorio, AOM Lista, L Meola, S Paolucci, P Rossi, B Sciacca, C Azzi, P Bacchetta, N Bisello, D Bortignon, P Bragagnolo, A Carlin, R Checchia, P Dorigo, T Dosselli, U Gasparini, F Gasparini, U Hoh, SY Layer, L Margoni, M Meneguzzo, AT Pazzini, J Presilla, M Ronchese, P Rossin, R Simonetto, F Strong, G Tosi, M Yarar, H Zanetti, M Zotto, P Zucchetta, A Zumerle, G Aime, C Braghieri, A Calzaferri, S Fiorina, D Montagna, P Ratti, SP Re, V Riccardi, C Salvini, P Vai, I Vitulo, P Asenov, P Bilei, GM Ciangottini, D Fano, L Lariccia, P Magherini, M Mantovani, G Mariani, V Menichelli, M Moscatelli, F Piccinelli, A Rossi, A Santocchia, A Spiga, D Tedeschi, T Azzurri, P Bagliesi, G Bertacchi, V Bianchini, L Boccali, T Bossini, E Castaldi, R Ciocci, MA D'Amante, V Dell'Orso, R Di Domenico, MR Donato, S Giassi, A Ligabue, F Manca, E Mandorli, G Messineo, A Palla, F Parolia, S Ramirez-Sanchez, G Rizzi, A Rolandi, G Chowdhury, SR Scribano, A Shafiei, N Spagnolo, P Tenchini, R Tonelli, G Turini, N Venturi, A Verdini, PG Campana, M Cavallari, F Del Re, D Di Marco, E Diemoz, M Longo, E Meridiani, P 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 Antequera, JB Biino, C Cartiglia, N Cometti, S Costa, M Covarelli, R Demaria, N Kiani, B Legger, F Mariotti, C Maselli, S Migliore, E Monteil, E Monteno, M Obertino, MM Ortona, G Pacher, L Pastrone, N Pelliccioni, M Angioni, GLP Ruspa, M Shchelina, K Siviero, F Sola, V Solano, A Soldi, D Staiano, A Tornago, M Trocino, D 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la Cruz, I LopezFernandez, R Mondragon Herrera, CA Perez Navarro, DA Sanchez Hernandez, A Carrillo Moreno, S Oropeza Barrera, C Ramirez Garcia, M Vazquez Valencia, F Pedraza, I Salazar Ibarguen, HA Uribe Estrada, C Mijuskovic, J Raicevic, N Krofcheck, D Bheesette, S Butler, PH Ahmad, A Asghar, M Awais, A Awan, MIM Hoorani, HR Khan, WA Shah, MA Shoaib, M Waqas, M Avati, V Grzanka, L Malawski, M Bialkowska, H Bluj, M Boimska, B Gorski, M Kazana, M Szleper, M Zalewski, P Bunkowski, K Doroba, K Kalinowski, A Konecki, M Krolikowski, J Walczak, M Araujo, M Bargassa, P Bastos, D Boletti, A Leonardo, N Niknejad, T Pisano, M Seixas, J Faccioli, P Gallinaro, M Toldaiev, O Varela, J Hollar, J Afanasiev, S Budkouski, D Golutvin, I Gorbunov, I Karjavine, V Korenkov, V Lanev, A Malakhov, A Matveev, V Palichik, V Perelygin, V Savina, M Seitova, D Shalaev, V Shmatov, S Shulha, S Smirnov, V Teryaev, O Voytishin, N Yuldashev, BS Zarubin, A Zhizhin, I Gavrilov, G Golovtcov, V Ivanov, Y Kim, V Kuznetsova, 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Item Type: | Journal Article |
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 √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. |
Issue Date: | 1-Mar-2022 |
Date of Acceptance: | 18-Feb-2022 |
URI: | http://hdl.handle.net/10044/1/96452 |
DOI: | 10.1088/1748-0221/17/03/P03014 |
ISSN: | 1748-0221 |
Publisher: | IOP Publishing |
Journal / Book Title: | Journal of Instrumentation |
Volume: | 17 |
Issue: | 3 |
Copyright Statement: | c 2022 CERN for the benefit of the CMS collaboration. Published by IOP Publishing Ltd on behalf of Sissa Medialab. Original content from this work may be used under the terms of the Creative Commons Attribution 4.0 licence. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI. |
Keywords: | Science & Technology Technology Instruments & Instrumentation Large detector-systems performance Pattern recognition cluster finding calibration and fitting methods FRAGMENTATION Science & Technology Technology Instruments & Instrumentation Large detector-systems performance Pattern recognition cluster finding calibration and fitting methods FRAGMENTATION hep-ex hep-ex 02 Physical Sciences 09 Engineering Nuclear & Particles Physics |
Publication Status: | Published |
Open Access location: | https://iopscience.iop.org/article/10.1088/1748-0221/17/03/P03014 |
Article Number: | ARTN P03014 |
Online Publication Date: | 2022-03-17 |
Appears in Collections: | Physics High Energy Physics |
This item is licensed under a Creative Commons License