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Impact of Pile-up on Jet Constituent Multiplicity in ATLAS

One of the biggest challenges facing jet constituent multiplicity measurements is contamination from extraneous sources of soft radiation, such as pile-up. This note studies the impact of pile-up on various definitions of multiplicity. In particular, the impact of selected pile-up suppression techni...

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Autor principal: The ATLAS collaboration
Lenguaje:eng
Publicado: 2018
Materias:
Acceso en línea:http://cds.cern.ch/record/2630603
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author The ATLAS collaboration
author_facet The ATLAS collaboration
author_sort The ATLAS collaboration
collection CERN
description One of the biggest challenges facing jet constituent multiplicity measurements is contamination from extraneous sources of soft radiation, such as pile-up. This note studies the impact of pile-up on various definitions of multiplicity. In particular, the impact of selected pile-up suppression techniques is evaluated: soft-drop declustering and constituent subtraction. Additionally, a first study of iterative soft-drop (ISD) multiplicity in ATLAS is presented. It is found that the application of pile-up suppression counteracts the increase in the measured multiplicity values due to pile-up, as expected. As constituent multiplicity is the single most important observable for distinguishing quark-initiated from gluon-initiated jets, these studies are an important input for developing a powerful and robust quark-versus-gluon jet tagger in the future.
id cern-2630603
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2018
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spelling cern-26306032021-04-18T19:41:01Zhttp://cds.cern.ch/record/2630603engThe ATLAS collaborationImpact of Pile-up on Jet Constituent Multiplicity in ATLASParticle Physics - ExperimentOne of the biggest challenges facing jet constituent multiplicity measurements is contamination from extraneous sources of soft radiation, such as pile-up. This note studies the impact of pile-up on various definitions of multiplicity. In particular, the impact of selected pile-up suppression techniques is evaluated: soft-drop declustering and constituent subtraction. Additionally, a first study of iterative soft-drop (ISD) multiplicity in ATLAS is presented. It is found that the application of pile-up suppression counteracts the increase in the measured multiplicity values due to pile-up, as expected. As constituent multiplicity is the single most important observable for distinguishing quark-initiated from gluon-initiated jets, these studies are an important input for developing a powerful and robust quark-versus-gluon jet tagger in the future.ATL-PHYS-PUB-2018-011oai:cds.cern.ch:26306032018-07-12
spellingShingle Particle Physics - Experiment
The ATLAS collaboration
Impact of Pile-up on Jet Constituent Multiplicity in ATLAS
title Impact of Pile-up on Jet Constituent Multiplicity in ATLAS
title_full Impact of Pile-up on Jet Constituent Multiplicity in ATLAS
title_fullStr Impact of Pile-up on Jet Constituent Multiplicity in ATLAS
title_full_unstemmed Impact of Pile-up on Jet Constituent Multiplicity in ATLAS
title_short Impact of Pile-up on Jet Constituent Multiplicity in ATLAS
title_sort impact of pile-up on jet constituent multiplicity in atlas
topic Particle Physics - Experiment
url http://cds.cern.ch/record/2630603
work_keys_str_mv AT theatlascollaboration impactofpileuponjetconstituentmultiplicityinatlas