@article{3179656,
    title = "Identification of heavy-flavour jets with the CMS detector in pp
collisions at 13 TeV",
    author = "Sirunyan, A. M. and Tumasyan, A. and Adam, W. and Ambrogi, F. and and Asilar, E. and Bergauer, T. and Brandstetter, J. and Brondolin, E. and and Dragicevic, M. and Eroe, J. and Del Valle, A. Escalante and Flechl, M. and and Friedl, M. and Fruehwirth, R. and Ghete, V. M. and Grossmann, J. and and Hrubec, J. and Jeitler, M. and Koenig, A. and Krammer, N. and and Kraetschmer, I. and Liko, D. and Madlener, T. and Mikulec, I. and Pree, and E. and Rad, N. and Rohringer, H. and Schieck, J. and Schoefbeck, R. and and Spanring, M. and Spitzbart, D. and Waltenberger, W. and Wittmann, J. and and Wulz, C. -E. and Zarucki, M. and Chekhovsky, V. and Mossolov, V. and and Gonzalez, J. Suarez and De Wolf, E. A. and Di Croce, D. and Janssen, X. and and Lauwers, J. and Van De Klundert, M. and Van Haevermaet, H. and Van and Mechelen, P. and Van Remortel, N. and Abu Zeid, S. and Blekman, F. and and D'Hondt, J. and De Bruyn, I. and De Clercq, J. and Deroover, K. and and Flouris, G. and Lontkovskyi, D. and Lowette, S. and Marchesini, I. and and Moortgat, S. and Moreels, L. and Python, Q. and Skovpen, K. and and Tavernier, S. and Van Doninck, W. and Van Mulders, P. and Van Parijs, I. and and Beghin, D. and Bilin, B. and Brun, H. and Clerbaux, B. and De and Lentdecker, G. and Delannoy, H. and Dorney, B. and Fasanella, G. and and Favart, L. and Goldouzian, R. and Grebenyuk, A. and Lenzi, T. and and Luetic, J. and Maerschalk, T. and Marinov, A. and Seva, T. and Starling, and E. and Velde, C. Vander and Vanlaer, P. and Vannerom, D. and Yonamine, and R. and Zenoni, F. and Zhang, F. and Cimmino, A. and Cornelis, T. and and Dobur, D. and Fagot, A. and Gul, M. and Khvastunov, I. and Poyraz, D. and and Roskas, C. and Salva, S. and Tytgat, M. and Verbeke, W. and and Zaganidis, N. and Bakhshiansohi, H. and Bondu, O. and Brochet, S. and and Bruno, G. and Caputo, C. and Caudron, A. and David, P. and DeVisscher, and S. and Delaere, C. and Delcourt, M. and Francois, B. and Giammanco, A. and and Komm, M. and Krintiras, G. and Lemaitre, V. and Magitteri, A. and and Mertens, A. and Musich, M. and Piotrzkowski, K. and Quertenmont, L. and and Saggio, A. and Marono, M. Vidal and Wertz, S. and Zobec, J. and Alda and Junior, W. L. and Alves, F. L. and Alves, G. A. and Brito, L. and Correa and Martins Junior, M. and Hensel, C. and Moraes, A. and Pol, M. E. and and Rebello Teles, P. and Belchior Batista Das Chagas, E. and Carvalho, W. and and Chinellato, J. and Coelho, E. and Da Costa, E. 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    journal = "Journal of Instrumentation",
    year = "2018",
    volume = "13",
    publisher = "IOP Publishing Ltd",
    issn = "1748-0221",
    doi = "10.1088/1748-0221/13/05/P05011",
    keywords = "Particle identification methods; Pattern recognition, cluster finding,
calibration and fitting methods; Performance of High Energy Physics
Detectors",
    abstract = "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 t (t) over bar 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 b 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)."
}