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Tagging and suppression of pileup jets

The suppression of pileup jets has been a crucial component of many physics analyses using 2012 LHC proton-proton collisions. In ATLAS, tracking information has been used to calculate a variable called the jet-vertex-fraction, which is the fraction of the total mo- mentum of tracks in the jet which...

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Autor principal: The ATLAS collaboration
Lenguaje:eng
Publicado: 2014
Materias:
Acceso en línea:http://cds.cern.ch/record/1643929
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author The ATLAS collaboration
author_facet The ATLAS collaboration
author_sort The ATLAS collaboration
collection CERN
description The suppression of pileup jets has been a crucial component of many physics analyses using 2012 LHC proton-proton collisions. In ATLAS, tracking information has been used to calculate a variable called the jet-vertex-fraction, which is the fraction of the total mo- mentum of tracks in the jet which is associated to the primary vertex. Imposing a minimum on this variable rejects the majority of pileup jets, but leads to hard-scatter jet efficiencies that depend on the number of reconstructed primary vertices in the event ($N_{Vtx}$). In this note, new track-based variables to suppress pileup jets are developed in such a way that the resulting hard-scatter jet efficiency is stable as a function of $N_{Vtx}$. A multivariate combina- tion of two such variables called the jet-vertex-tagger is constructed. In addition, it is shown that jet-vertex association can be applied to large-R jets, providing a track-based grooming technique that is as powerful as calorimeter-based trimming but based on complementary tracking information. Finally, the performance of track-based grooming is compared with the recently proposed jet cleansing algorithm.
id cern-1643929
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2014
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spelling cern-16439292021-04-18T19:40:34Zhttp://cds.cern.ch/record/1643929engThe ATLAS collaborationTagging and suppression of pileup jetsDetectors and Experimental TechniquesThe suppression of pileup jets has been a crucial component of many physics analyses using 2012 LHC proton-proton collisions. In ATLAS, tracking information has been used to calculate a variable called the jet-vertex-fraction, which is the fraction of the total mo- mentum of tracks in the jet which is associated to the primary vertex. Imposing a minimum on this variable rejects the majority of pileup jets, but leads to hard-scatter jet efficiencies that depend on the number of reconstructed primary vertices in the event ($N_{Vtx}$). In this note, new track-based variables to suppress pileup jets are developed in such a way that the resulting hard-scatter jet efficiency is stable as a function of $N_{Vtx}$. A multivariate combina- tion of two such variables called the jet-vertex-tagger is constructed. In addition, it is shown that jet-vertex association can be applied to large-R jets, providing a track-based grooming technique that is as powerful as calorimeter-based trimming but based on complementary tracking information. Finally, the performance of track-based grooming is compared with the recently proposed jet cleansing algorithm.ATL-PHYS-PUB-2014-001oai:cds.cern.ch:16439292014-01-20
spellingShingle Detectors and Experimental Techniques
The ATLAS collaboration
Tagging and suppression of pileup jets
title Tagging and suppression of pileup jets
title_full Tagging and suppression of pileup jets
title_fullStr Tagging and suppression of pileup jets
title_full_unstemmed Tagging and suppression of pileup jets
title_short Tagging and suppression of pileup jets
title_sort tagging and suppression of pileup jets
topic Detectors and Experimental Techniques
url http://cds.cern.ch/record/1643929
work_keys_str_mv AT theatlascollaboration taggingandsuppressionofpileupjets