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.
(2022). A new calibration method for charm jet identification validated with proton-proton collision events at √s = 13 TeV [journal article - articolo]. In JOURNAL OF INSTRUMENTATION. Retrieved from http://hdl.handle.net/10446/214214
A new calibration method for charm jet identification validated with proton-proton collision events at √s = 13 TeV
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Yu, Intae; Beyrouthy, Taha; Maghrbi, Yasser; Torims, Toms; Veckalns, Viesturs; Ambrozas, Marijus; Carvalho Antunes De Oliveira, Alexandra; Juodagalvis, Andrius; Rinkevicius, Aurelijus; Tamulaitis, Gintautas; Bin Norjoharuddeen, Nurfikri; Wan Abdullah, Wan Ahmad Tajuddin; Yusli, Mohd Nizam; Zolkapli, Zukhaimira; Benitez, Jose F.; Castaneda Hernandez, Alfredo; León Coello, Moisés; Murillo Quijada, Javier Alberto; Sehrawat, Ashish; Valencia Palomo, Lizardo; Ayala, Gabriel; Castilla-Valdez, Heriberto; De La Cruz-Burelo, Eduard; Heredia-De La Cruz, Ivan; Lopez-Fernandez, Ricardo; Mondragon Herrera, Cesar Atzin; Perez Navarro, Daniel Alejandro; Sánchez Hernández, Alberto; Carrillo Moreno, Salvador; Oropeza Barrera, Cristina; Ramírez García, Mateo; Vazquez Valencia, Fabiola; Pedraza, Isabel; Salazar Ibarguen, Humberto Antonio; Uribe Estrada, Cecilia; Mijuskovic, Jelena; Raicevic, Natasa; Krofcheck, David; Bheesette, Srinidhi; Butler, Philip H.; Ahmad, Ashfaq; Asghar, Muhammad Irfan; Awais, Ali; Awan, Muhammad Imran Malik; Hoorani, Hafeez R.; Khan, Wajid Ali; Shah, Mehar Ali; Shoaib, Muhammad; Waqas, Muhammad; Avati, Valentina; Grzanka, Leszek; Malawski, Maciej; Bialkowska, Helena; Bluj, Michal; Boimska, Bozena; Górski, Maciej; Kazana, Malgorzata; Szleper, Michal; Zalewski, Piotr; Bunkowski, Karol; Doroba, Krzysztof; Kalinowski, Artur; Konecki, Marcin; Krolikowski, Jan; Walczak, Marek; Araujo, Mariana; Bargassa, Pedrame; Bastos, Diogo; Boletti, Alessio; Faccioli, Pietro; Gallinaro, Michele; Hollar, Jonathan; Leonardo, Nuno; Niknejad, Tahereh Sadat; Pisano, Matteo; Seixas, Joao; Toldaiev, Oleksii; Varela, Joao; Afanasiev, Serguei; Budkouski, Dzmitry; Golutvin, Igor; Gorbunov, Ilya; Karjavine, Vladimir; Korenkov, Vladimir; Lanev, Alexander; Malakhov, Alexander; Matveev, Viktor; Palichik, Vladimir; Perelygin, Victor; Savina, Maria; Seitova, Diana; Shalaev, Vladislav; Shmatov, Sergey; Shulha, Siarhei; Smirnov, Vitaly; Teryaev, Oleg; Voytishin, Nikolay; Yuldashev, Bekhzod S.; Zarubin, Anatoli; Zhizhin, Ilia; Gavrilov, Genady; Golovtcov, Victor; Ivanov, Yury; Kim, Victor; Kuznetsova, Ekaterina; Murzin, Victor; Oreshkin, Vadim; Smirnov, Igor; Sosnov, Dmitry; Sulimov, Valentin; Uvarov, Lev; Volkov, Serguei; Vorobyev, Alexey; Andreev, Yuri; Dermenev, Alexander; Gninenko, Sergei; Golubev, Nikolai; Karneyeu, Anton; Kirpichnikov, Dmitrii; Kirsanov, Mikhail; Krasnikov, Nikolai; Pashenkov, Anatoli; Pivovarov, Grigory; Tlisov, Danila; Toropin, Alexander; Epshteyn, Vladimir; Gavrilov, Vladimir; Lychkovskaya, Natalia; Nikitenko, Alexander; Popov, Vladimir; Spiridonov, Alexander; Stepennov, Anton; Toms, Maria; Vlasov, Evgueni; Zhokin, Alexander; Aushev, Tagir; Bychkova, Oksana; Chadeeva, Marina; Parygin, Pavel; Popova, Elena; Rusinov, Vladimir; Andreev, Vladimir; Azarkin, Maksim; Dremin, Igor; Kirakosyan, Martin; Terkulov, Adel; Belyaev, Andrey; Boos, Edouard; Dubinin, Mikhail; Dudko, Lev; Ershov, Alexander; Gribushin, Andrey; Klyukhin, Vyacheslav; Kodolova, Olga; Lokhtin, Igor; Obraztsov, Stepan; Petrushanko, Sergey; Savrin, Viktor; Snigirev, Alexander; Blinov, Vladimir; Dimova, Tatyana; Kardapoltsev, Leonid; Kozyrev, Aleksei; Ovtin, Ivan; Skovpen, Yuri; Azhgirey, Igor; Bayshev, Igor; Elumakhov, Dmitry; Kachanov, Vassili; Konstantinov, Dmitri;