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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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Lenguaje: | eng |
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2014
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Acceso en línea: | http://cds.cern.ch/record/1643929 |
_version_ | 1780935032250040320 |
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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 |
record_format | invenio |
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 |