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Performance and calibration of quark/gluon-jet taggers using 140 fb<sup>−1</sup> of pp collisions at √s = 13 TeV with the ATLAS detector
CPPM, Aix-Marseille Université, CNRS/IN2P3, Marseille, France.
KTH, School of Engineering Sciences (SCI), Physics, Particle and Astroparticle Physics.ORCID iD: 0000-0001-9415-7903
KTH, School of Engineering Sciences (SCI), Physics, Particle and Astroparticle Physics.ORCID iD: 0009-0004-1439-5151
KTH, School of Engineering Sciences (SCI), Physics, Particle and Astroparticle Physics.ORCID iD: 0000-0003-3867-0336
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Number of Authors: 27702024 (English)In: Chinese Physics C, ISSN 1674-1137, E-ISSN 2058-6132, Vol. 48, no 2, article id 023001Article in journal (Refereed) Published
Abstract [en]

The identification of jets originating from quarks and gluons, often referred to as quark/gluon tagging, plays an important role in various analyses performed at the Large Hadron Collider, as Standard Model measurements and searches for new particles decaying to quarks often rely on suppressing a large gluon-induced background. This paper describes the measurement of the efficiencies of quark/gluon taggers developed within the ATLAS Collaboration, using √s = 13 TeV proton–proton collision data with an integrated luminosity of 140 fb−1 collected by the ATLAS experiment. Two taggers with high performances in rejecting jets from gluon over jets from quarks are studied: one tagger is based on requirements on the number of inner-detector tracks associated with the jet, and the other combines several jet substructure observables using a boosted decision tree. A method is established to determine the quark/gluon fraction in data, by using quark/gluon-enriched subsamples defined by the jet pseudorapidity. Differences in tagging efficiency between data and simulation are provided for jets with transverse momentum between 500 GeV and 2 TeV and for multiple tagger working points.

Place, publisher, year, edition, pages
IOP Publishing , 2024. Vol. 48, no 2, article id 023001
Keywords [en]
ATLAS, GLUON, JET, QUARK, TAGGING
National Category
Subatomic Physics
Identifiers
URN: urn:nbn:se:kth:diva-344021DOI: 10.1088/1674-1137/acf701Scopus ID: 2-s2.0-85185169176OAI: oai:DiVA.org:kth-344021DiVA, id: diva2:1841391
Note

QC 20240229

Available from: 2024-02-28 Created: 2024-02-28 Last updated: 2024-02-29Bibliographically approved

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Leopold, AlexanderLundberg, OlofLund-Jensen, BengtOhm, ChristianShaheen, RabiaStrandberg, Jonas

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Leopold, AlexanderLundberg, OlofLund-Jensen, BengtOhm, ChristianShaheen, RabiaStrandberg, Jonas
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Chinese Physics C
Subatomic Physics

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