Identification of heavy-flavour jets with the CMS detector in pp collisions at 13 TeV
Creators: name: Sirunyan, Albert M
name: Tumasyan, Armen
name: Adam, Wolfgang
name: Ambrogi, Federico
name: Asilar, Ece
name: Bergauer, Thomas
name: Brandstetter, Johannes
name: Brondolin, Erica
name: Dragicevic, Marko
name: Erö, Janos
name: Escalante Del Valle, Alberto
name: Flechl, Martin
name: Friedl, Markus
name: Fruehwirth, Rudolf
name: Ghete, Vasile Mihai
name: Grossmann, Johannes
name: Hrubec, Josef
name: Jeitler, Manfred
name: König, Axel
name: Krammer, Natascha
name: Krätschmer, Ilse
name: Liko, Dietrich
name: Madlener, Thomas
name: Mikulec, Ivan
name: Pree, Elias
name: Rad, Navid
name: Rohringer, Herbert
name: Schieck, Jochen
name: Schöfbeck, Robert
name: Spanring, Markus
name: Spitzbart, Daniel
name: Waltenberger, Wolfgang
name: Wittmann, Johannes
name: Wulz, Claudia-Elisabeth
name: Zarucki, Mateusz
name: Chekhovsky, Vladimir
name: Mossolov, Vladimir
name: Suarez Gonzalez, Juan
name: De Wolf, Eddi A
name: Di Croce, Davide
name: Janssen, Xavier
name: Lauwers, Jasper
name: Van De Klundert, Merijn
name: Van Haevermaet, Hans
name: Van Mechelen, Pierre
name: Van Remortel, Nick
name: Abu Zeid, Shimaa
name: Blekman, Freya
name: D'Hondt, Jorgen
name: De Bruyn, Isabelle
name: De Clercq, Jarne
name: Deroover, Kevin
name: Flouris, Giannis
name: Lontkovskyi, Denys
name: Lowette, Steven
name: Marchesini, Ivan
name: Moortgat, Seth
name: Moreels, Lieselotte
name: Python, Quentin
name: Skovpen, Kirill
name: Tavernier, Stefaan
name: Van Doninck, Walter
name: Van Mulders, Petra
name: Van Parijs, Isis
name: Beghin, Diego
name: Bilin, Bugra
name: Brun, Hugues
name: Clerbaux, Barbara
name: De Lentdecker, Gilles
name: Delannoy, Hugo
name: Dorney, Brian
name: Fasanella, Giuseppe
name: Favart, Laurent
name: Goldouzian, Reza
name: Grebenyuk, Anastasia
name: Lenzi, Thomas
name: Luetic, Jelena
name: Maerschalk, Thierry
name: Marinov, Andrey
name: Seva, Tomislav
name: Starling, Elizabeth
name: Vander Velde, Catherine
name: Vanlaer, Pascal
name: Vannerom, David
name: Yonamine, Ryo
name: Zenoni, Florian
name: Zhang, Fengwangdong
name: Cimmino, Anna
name: Cornelis, Tom
name: Dobur, Didar
name: Fagot, Alexis
name: Gul, Muhammad
name: Khvastunov, Illia
name: Poyraz, Deniz
name: Roskas, Christos
name: Salva Diblen, Sinem
name: Tytgat, Michael
name: Verbeke, Willem
name: Zaganidis, Nicolas
name: Bakhshiansohi, Hamed
name: Bondu, Olivier
name: Brochet, Sébastien
name: Bruno, Giacomo
name: Caputo, Claudio
name: Caudron, Adrien
name: David, Pieter
name: De Visscher, Simon
name: Delaere, Christophe
name: Delcourt, Martin
name: Francois, Brieuc
name: Giammanco, Andrea
name: Komm, Matthias
name: Krintiras, Georgios
name: Lemaitre, Vincent
name: Magitteri, Alessio
name: Mertens, Alexandre
name: Musich, Marco
name: Piotrzkowski, Krzysztof
name: Quertenmont, Loic
name: Saggio, Alessia
name: Vidal Marono, Miguel
name: Wertz, Sébastien
name: Zobec, Joze
name: Aldá Júnior, Walter Luiz
name: Alves, Fábio Lúcio
name: Alves, Gilvan
name: Brito, Lucas
name: Correa Martins Junior, Marcos
name: Hensel, Carsten
name: Moraes, Arthur
name: Pol, Maria Elena
name: Rebello Teles, Patricia
name: Belchior Batista Das Chagas, Ewerton
name: Carvalho, Wagner
name: Chinellato, Jose
name: Coelho, Eduardo
name: Melo Da Costa, Eliza
name: Da Silveira, Gustavo Gil
name: De Jesus Damiao, Dilson
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name: Huertas Guativa, Lina Milena
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name: Nogima, Helio
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name: Sznajder, Andre
name: Thiel, Mauricio
name: Tonelli Manganote, Edmilson José
name: Torres Da Silva De Araujo, Felipe
name: Vilela Pereira, Antonio
name: Ahuja, Sudha
name: Bernardes, Cesar Augusto
name: Tomei, Thiago
name: De Moraes Gregores, Eduardo
name: Mercadante, Pedro G
name: Novaes, Sergio F
name: Padula, Sandra
name: Romero Abad, David
name: Ruiz Vargas, José Cupertino
name: Aleksandrov, Aleksandar
name: Hadjiiska, Roumyana
name: Iaydjiev, Plamen
name: Misheva, Milena
name: Rodozov, Mircho
name: Shopova, Mariana
name: Sultanov, Georgi
name: Dimitrov, Anton
name: Litov, Leander
name: Pavlov, Borislav
name: Petkov, Peicho
name: Fang, Wenxing
name: Gao, Xuyang
name: Yuan, Li
name: Ahmad, Muhammad
name: Chen, Guo-Ming
name: Chen, He-Sheng
name: Chen, Mingshui
name: Chen, Ye
name: Jiang, Chun-Hua
name: Leggat, Duncan
name: Liao, Hongbo
name: Liu, Zhenan
name: Romeo, Francesco
name: Shaheen, Sarmad Masood
name: Spiezia, Aniello
name: Tao, Junquan
name: Thomas-Wilsker, Joshuha
name: Wang, Chunjie
name: Wang, Zheng
name: Yazgan, Efe
name: Zhang, Huaqiao
name: Zhang, Sijing
name: Zhao, Jingzhou
name: Ban, Yong
name: Chen, Geng
name: Li, Jing
name: Li, Qiang
name: Liu, Shuai
name: Mao, Yajun
name: Qian, Si-Jin
name: Wang, Dayong
name: Xu, Zijun
name: Wang, Yi
name: Avila, Carlos
name: Cabrera, Andrés
name: Carrillo Montoya, Camilo Andres
name: Chaparro Sierra, Luisa Fernanda
name: Florez, Carlos
name: González Hernández, Carlos Felipe
name: Ruiz Alvarez, José David
name: Segura Delgado, Manuel Alejandro
name: Courbon, Benoit
name: Godinovic, Nikola
name: Lelas, Damir
name: Puljak, Ivica
name: Ribeiro Cipriano, Pedro M
name: Sculac, Toni
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name: Mavromanolakis, Georgios
name: Mousa, Jehad
name: Nicolaou, Charalambos
name: Ptochos, Fotios
name: Razis, Panos A
name: Rykaczewski, Hans
name: Finger, Miroslav
name: Finger Jr, Michael
name: Carrera Jarrin, Edgar
name: El-Khateeb, Esraa
name: Elgammal, Sherif
name: Ellithi Kamel, Ali
name: Dewanjee, Ram Krishna
name: Kadastik, Mario
name: Perrini, Lucia
name: Raidal, Martti
name: Tiko, Andres
name: Veelken, Christian
name: Eerola, Paula
name: Kirschenmann, Henning
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name: Heikkilä, Jaana Kristiina
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name: Siikonen, Hannu
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name: Besancon, Marc
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name: Dejardin, Marc
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name: Brom, Jean-Marie
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name: Chabert, Eric Christian
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name: Aldaya Martin, Maria
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name: Asawatangtrakuldee, Chayanit
name: Beernaert, Kelly
name: Behnke, Olaf
name: Behrens, Ulf
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name: Bin Anuar, Afiq Aizuddin
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name: Stober, Fred-Markus Helmut
name: Stöver, Marc
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name: Dierlamm, Alexander
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name: Harrendorf, Marco Alexander
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name: Heindl, Stefan Michael
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name: Kassel, Florian
name: Kudella, Simon
name: Mildner, Hannes
name: Mozer, Matthias Ulrich
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name: Plagge, Michael
name: Quast, Gunter
name: Rabbertz, Klaus
name: Schröder, Matthias
name: Shvetsov, Ivan
name: Sieber, Georg
name: Simonis, Hans-Jürgen
name: Ulrich, Ralf
name: Wayand, Stefan
name: Weber, Marc
name: Weiler, Thomas
name: Williamson, Shawn
name: Wöhrmann, Clemens
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name: Anagnostou, Georgios
name: Daskalakis, Georgios
name: Geralis, Theodoros
name: Kyriakis, Aristotelis
name: Loukas, Demetrios
name: Topsis-Giotis, Iasonas
name: Karathanasis, George
name: Kesisoglou, Stilianos
name: Panagiotou, Apostolos
name: Saoulidou, Niki
name: Kousouris, Konstantinos
name: Evangelou, Ioannis
name: Foudas, Costas
name: Gianneios, Paraskevas
name: Katsoulis, Panagiotis
name: Kokkas, Panagiotis
name: Mallios, Stavros
name: Manthos, Nikolaos
name: Papadopoulos, Ioannis
name: Paradas, Evangelos
name: Strologas, John
name: Triantis, Frixos A
name: Tsitsonis, Dimitrios
name: Csanad, Mate
name: Filipovic, Nicolas
name: Pasztor, Gabriella
name: Surányi, Olivér
name: Veres, Gabor Istvan
name: Bencze, Gyorgy
name: Hajdu, Csaba
name: Horvath, Dezso
name: Hunyadi, Ádám
name: Sikler, Ferenc
name: Veszpremi, Viktor
name: Beni, Noemi
name: Czellar, Sandor
name: Karancsi, János
name: Makovec, Alajos
name: Molnar, Jozsef
name: Szillasi, Zoltan
name: Bartók, Márton
name: Raics, Peter
name: Trocsanyi, Zoltan Laszlo
name: Ujvari, Balazs
name: Choudhury, Somnath
name: Komaragiri, Jyothsna Rani
name: Bahinipati, Seema
name: Bhowmik, Sandeep
name: Mal, Prolay
name: Mandal, Koushik
name: Nayak, Aruna
name: Sahoo, Deepak Kumar
name: Sahoo, Niladribihari
name: Swain, Sanjay Kumar
name: Bansal, Sunil
name: Beri, Suman Bala
name: Bhatnagar, Vipin
name: Chawla, Ridhi
name: Dhingra, Nitish
name: Kalsi, Amandeep Kaur
name: Kaur, Anterpreet
name: Kaur, Manjit
name: Kaur, Sandeep
name: Kumar, Ramandeep
name: Kumari, Priyanka
name: Mehta, Ankita
name: Singh, Jasbir
name: Walia, Genius
name: Kumar, Ashok
name: Shah, Aashaq
name: Bhardwaj, Ashutosh
name: Chauhan, Sushil
name: Choudhary, Brajesh C
name: Garg, Rocky Bala
name: Keshri, Sumit
name: Kumar, Ajay
name: Malhotra, Shivali
name: Naimuddin, Md
name: Ranjan, Kirti
name: Sharma, Ramkrishna
name: Bhardwaj, Rishika
name: Bhattacharya, Rajarshi
name: Bhattacharya, Satyaki
name: Bhawandeep, Bhawandeep
name: Dey, Sourav
name: Dutt, Suneel
name: Dutta, Suchandra
name: Ghosh, Shamik
name: Majumdar, Nayana
name: Modak, Atanu
name: Mondal, Kuntal
name: Mukhopadhyay, Supratik
name: Nandan, Saswati
name: Purohit, Arnab
name: Roy, Ashim
name: Roy Chowdhury, Suvankar
name: Sarkar, Subir
name: Sharan, Manoj
name: Thakur, Shalini
name: Behera, Prafulla Kumar
name: Chudasama, Ruchi
name: Dutta, Dipanwita
name: Jha, Vishwajeet
name: Kumar, Vineet
name: Mohanty, Ajit Kumar
name: Netrakanti, Pawan Kumar
name: Pant, Lalit Mohan
name: Shukla, Prashant
name: Topkar, Anita
name: Aziz, Tariq
name: Dugad, Shashikant
name: Mahakud, Bibhuprasad
name: Mitra, Soureek
name: Mohanty, Gagan Bihari
name: Sur, Nairit
name: Sutar, Bajrang
name: Banerjee, Sudeshna
name: Bhattacharya, Soham
name: Chatterjee, Suman
name: Das, Pallabi
name: Guchait, Monoranjan
name: Jain, Sandhya
name: Kumar, Sanjeev
name: Maity, Manas
name: Majumder, Gobinda
name: Mazumdar, Kajari
name: Sarkar, Tanmay
name: Wickramage, Nadeesha
name: Chauhan, Shubhanshu
name: Dube, Sourabh
name: Hegde, Vinay
name: Kapoor, Anshul
name: Kothekar, Kunal
name: Pandey, Shubham
name: Rane, Aditee
name: Sharma, Seema
name: Chenarani, Shirin
name: Eskandari Tadavani, Esmaeel
name: Etesami, Seyed Mohsen
name: Khakzad, Mohsen
name: Mohammadi Najafabadi, Mojtaba
name: Naseri, Mohsen
name: Paktinat Mehdiabadi, Saeid
name: Rezaei Hosseinabadi, Ferdos
name: Safarzadeh, Batool
name: Zeinali, Maryam
name: Felcini, Marta
name: Grunewald, Martin
name: Abbrescia, Marcello
name: Calabria, Cesare
name: Colaleo, Anna
name: Creanza, Donato
name: Cristella, Leonardo
name: De Filippis, Nicola
name: De Palma, Mauro
name: Errico, Filippo
name: Fiore, Luigi
name: Iaselli, Giuseppe
name: Lezki, Samet
name: Maggi, Giorgio
name: Maggi, Marcello
name: Miniello, Giorgia
name: My, Salvatore
name: Nuzzo, Salvatore
name: Pompili, Alexis
name: Pugliese, Gabriella
name: Radogna, Raffaella
name: Ranieri, Antonio
name: Selvaggi, Giovanna
name: Sharma, Archana
name: Silvestris, Lucia
name: Venditti, Rosamaria
name: Verwilligen, Piet
name: Abbiendi, Giovanni
name: Battilana, Carlo
name: Bonacorsi, Daniele
name: Borgonovi, Lisa
name: Braibant-Giacomelli, Sylvie
name: Campanini, Renato
name: Capiluppi, Paolo
name: Castro, Andrea
name: Cavallo, Francesca Romana
name: Chhibra, Simranjit Singh
name: Codispoti, Giuseppe
name: Cuffiani, Marco
name: Dallavalle, Gaetano-Marco
name: Fabbri, Fabrizio
name: Fanfani, Alessandra
name: Fasanella, Daniele
name: Giacomelli, Paolo
name: Grandi, Claudio
name: Guiducci, Luigi
name: Marcellini, Stefano
name: Masetti, Gianni
name: Montanari, Alessandro
name: Navarria, Francesco
name: Perrotta, Andrea
name: Rossi, Antonio
name: Rovelli, Tiziano
name: Siroli, Gian Piero
name: Tosi, Nicolò
name: Albergo, Sebastiano
name: Costa, Salvatore
name: Di Mattia, Alessandro
name: Giordano, Ferdinando
name: Potenza, Renato
name: Tricomi, Alessia
name: Tuve, Cristina
name: Barbagli, Giuseppe
name: Chatterjee, Kalyanmoy
name: Ciulli, Vitaliano
name: Civinini, Carlo
name: D'Alessandro, Raffaello
name: Focardi, Ettore
name: Lenzi, Piergiulio
name: Meschini, Marco
name: Paoletti, Simone
name: Russo, Lorenzo
name: Sguazzoni, Giacomo
name: Strom, Derek
name: Viliani, Lorenzo
name: Benussi, Luigi
name: Bianco, Stefano
name: Fabbri, Franco
name: Piccolo, Davide
name: Primavera, Federica
name: Calvelli, Valerio
name: Ferro, Fabrizio
name: Ravera, Fabio
name: Robutti, Enrico
name: Tosi, Silvano
name: Benaglia, Andrea
name: Beschi, Andrea
name: Brianza, Luca
name: Brivio, Francesco
name: Ciriolo, Vincenzo
name: Dinardo, Mauro Emanuele
name: Fiorendi, Sara
name: Gennai, Simone
name: Ghezzi, Alessio
name: Govoni, Pietro
name: Malberti, Martina
name: Malvezzi, Sandra
name: Manzoni, Riccardo Andrea
name: Menasce, Dario
name: Moroni, Luigi
name: Paganoni, Marco
name: Pauwels, Kristof
name: Pedrini, Daniele
name: Pigazzini, Simone
name: Ragazzi, Stefano
name: Tabarelli De Fatis, Tommaso
name: Buontempo, Salvatore
name: Cavallo, Nicola
name: Di Guida, Salvatore
name: Fabozzi, Francesco
name: Fienga, Francesco
name: Iorio, Alberto Orso Maria
name: Khan, Wajid Ali
name: Lista, Luca
name: Meola, Sabino
name: Paolucci, Pierluigi
name: Sciacca, Crisostomo
name: Thyssen, Filip
name: Azzi, Patrizia
name: Bacchetta, Nicola
name: Benato, Lisa
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name: Dodd, Laura
name: Duric, Senka
name: Gomber, Bhawna
name: Grothe, Monika
name: Herndon, Matthew
name: Hervé, Alain
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Publisher: name: Deutsches Elektronen-Synchrotron, DESY, Hamburg
Year: 2017
Subjects: heavy quark: jet
heavy quark: particle identification
jet: transverse momentum
p p: scattering
efficiency
CMS
track data analysis
data analysis method

description: 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 $\mathrm{t}\overline{\mathrm{t}}$ 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 heavy-flavour 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).