Calibration of the light-flavour jet mistagging efficiency of the b-tagging algorithms with Z+jets events using 139 fb - 1 of ATLAS proton–proton collision data at √s=13 TeV

Publikation: Beitrag in FachzeitschriftForschungsartikelBeigetragenBegutachtung

Beitragende

  • ATLAS Collaboration - , University of California at Berkeley, University of Bucharest, iThemba Labs, University of Pretoria, University of South Africa, University of Zululand, Cadi Ayyad University, NYU Abu Dhabi, University of Georgia (Tbilisi), Yeditepe University, CERN, Mohammed VI Polytechnic University (Autor:in)
  • Pa Malecki - , Polish Academy of Sciences (Autor:in)
  • Professur für Experimentelle Teilchenphysik
  • Professur für Teilchenphysik
  • Institut für Kern- und Teilchenphysik (IKTP)
  • Aix-Marseille Université
  • University of Oklahoma
  • University of Massachusetts
  • Georg-August-Universität Göttingen
  • Brookhaven National Laboratory
  • Mohammed V University in Rabat
  • Tel Aviv University
  • Technion-Israel Institute of Technology
  • New York University
  • Pontificia Universidad Católica de Chile
  • National Institute for Nuclear Physics
  • Abdus Salam International Centre for Theoretical Physics
  • King's College London (KCL)
  • Laboratoire d'Annecy-le-Vieux de Physique des Particules LAPP
  • AGH University of Science and Technology
  • University of Toronto
  • Brandeis University
  • Northern Illinois University
  • Istanbul University
  • Universität Genf
  • Rutherford Appleton Laboratory
  • University of California at Santa Cruz
  • Institut de Física d’Altes Energies (IFAE)
  • Università degli Studi di Pavia
  • Johannes Gutenberg-Universität Mainz
  • Alexandru Ioan Cuza University of Iaşi
  • University of Granada
  • Azerbaijan National Academy of Sciences
  • McGill University
  • Royal Holloway University of London
  • Technische Universität Dresden
  • University of Warwick

Abstract

The identification of b-jets, referred to as b-tagging, is an important part of many physics analyses in the ATLAS experiment at the Large Hadron Collider and an accurate calibration of its performance is essential for high-quality physics results. This publication describes the calibration of the light-flavour jet mistagging efficiency in a data sample of proton–proton collision events at s=13 TeV corresponding to an integrated luminosity of 139 fb - 1 . The calibration is performed in a sample of Z bosons produced in association with jets. Due to the low mistagging efficiency for light-flavour jets, a method which uses modified versions of the b-tagging algorithms referred to as flip taggers is used in this work. A fit to the jet-flavour-sensitive secondary-vertex mass is performed to extract a scale factor from data, to correct the light-flavour jet mistagging efficiency in Monte Carlo simulations, while simultaneously correcting the b-jet efficiency. With this procedure, uncertainties coming from the modeling of jets from heavy-flavour hadrons are considerably lower than in previous calibrations of the mistagging scale factors, where they were dominant. The scale factors obtained in this calibration are consistent with unity within uncertainties.

Details

OriginalspracheEnglisch
Aufsatznummer728
Seitenumfang30
FachzeitschriftEuropean Physical Journal C
Jahrgang83(2023)
Ausgabenummer8
PublikationsstatusVeröffentlicht - Aug. 2023
Peer-Review-StatusJa