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A new Soft Muon Tagger for ATLAS Run 2

b-tagging plays a fundamental role at LHC, as it helps in the identification of heavy particles that decay to bottom quarks, such as the top quark, Higgs boson or heavy exotic particles. The Soft Muon Tagger (SMT) allows jets from b-quarks to be identified, taking advantage of the presence of a muon...

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Autor principal: Sciandra, Andrea
Lenguaje:eng
Publicado: 2017
Materias:
Acceso en línea:http://cds.cern.ch/record/2274254
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author Sciandra, Andrea
author_facet Sciandra, Andrea
author_sort Sciandra, Andrea
collection CERN
description b-tagging plays a fundamental role at LHC, as it helps in the identification of heavy particles that decay to bottom quarks, such as the top quark, Higgs boson or heavy exotic particles. The Soft Muon Tagger (SMT) allows jets from b-quarks to be identified, taking advantage of the presence of a muon coming from semileptonic decays of b-hadrons. The development of this new b-tagger in ATLAS will be described, showing that, despite the low efficiency of the jet-muon association (based on the angular distance), the discriminating power of the associated muon variables is sufficient to reject light jets. An enhanced performance has been reached for all light jet rejection working points by adding the SMT output to the best performing multivariate b-tagger in ATLAS (MV2). A good modeling of input and output variables is shown, comparing simulation with Run 2 data.
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institution Organización Europea para la Investigación Nuclear
language eng
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spelling cern-22742542019-09-30T06:29:59Zhttp://cds.cern.ch/record/2274254engSciandra, AndreaA new Soft Muon Tagger for ATLAS Run 2Particle Physics - Experimentb-tagging plays a fundamental role at LHC, as it helps in the identification of heavy particles that decay to bottom quarks, such as the top quark, Higgs boson or heavy exotic particles. The Soft Muon Tagger (SMT) allows jets from b-quarks to be identified, taking advantage of the presence of a muon coming from semileptonic decays of b-hadrons. The development of this new b-tagger in ATLAS will be described, showing that, despite the low efficiency of the jet-muon association (based on the angular distance), the discriminating power of the associated muon variables is sufficient to reject light jets. An enhanced performance has been reached for all light jet rejection working points by adding the SMT output to the best performing multivariate b-tagger in ATLAS (MV2). A good modeling of input and output variables is shown, comparing simulation with Run 2 data.ATL-PHYS-SLIDE-2017-503oai:cds.cern.ch:22742542017-07-13
spellingShingle Particle Physics - Experiment
Sciandra, Andrea
A new Soft Muon Tagger for ATLAS Run 2
title A new Soft Muon Tagger for ATLAS Run 2
title_full A new Soft Muon Tagger for ATLAS Run 2
title_fullStr A new Soft Muon Tagger for ATLAS Run 2
title_full_unstemmed A new Soft Muon Tagger for ATLAS Run 2
title_short A new Soft Muon Tagger for ATLAS Run 2
title_sort new soft muon tagger for atlas run 2
topic Particle Physics - Experiment
url http://cds.cern.ch/record/2274254
work_keys_str_mv AT sciandraandrea anewsoftmuontaggerforatlasrun2
AT sciandraandrea newsoftmuontaggerforatlasrun2