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Pileup density estimate independent on jet multiplicity

The hard-scatter processes in hadronic collisions are often largely contaminated with soft background coming from pileup in proton-proton collisions, or underlying event in heavy-ion collisions. There are multiple methods to remove the effect of pileup for jets. Two such methods, Area Subtraction an...

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Detalles Bibliográficos
Autores principales: Berta, Peter, Smieško, Juraj, Spousta, Martin
Lenguaje:eng
Publicado: 2023
Materias:
Acceso en línea:http://cds.cern.ch/record/2857512
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author Berta, Peter
Smieško, Juraj
Spousta, Martin
author_facet Berta, Peter
Smieško, Juraj
Spousta, Martin
author_sort Berta, Peter
collection CERN
description The hard-scatter processes in hadronic collisions are often largely contaminated with soft background coming from pileup in proton-proton collisions, or underlying event in heavy-ion collisions. There are multiple methods to remove the effect of pileup for jets. Two such methods, Area Subtraction and Constituent Subtraction, use the pileup density as the main ingredient to estimate the magnitude of pileup contribution on an event-by-event basis. The state-of-the-art approaches to estimating pileup density are sensitive to the number of hard-scatter jets in the event. This paper presents a new pileup-density estimation method that minimizes the sensitivity on the presence of hard-scatter jets in the event. Using a detector-level simulation, we provide a comparison of the new method with the state-of-the-art estimation methods. We observe a significantly lower bias for the estimated pileup density when using the new method. We conclude that the new method has the potential to significantly improve pileup mitigation in proton-proton collisions or the underlying event subtraction in heavy-ion collisions.
id cern-2857512
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2023
record_format invenio
spelling cern-28575122023-06-16T03:21:12Zhttp://cds.cern.ch/record/2857512engBerta, PeterSmieško, JurajSpousta, MartinPileup density estimate independent on jet multiplicityhep-exParticle Physics - Experimenthep-phParticle Physics - PhenomenologyThe hard-scatter processes in hadronic collisions are often largely contaminated with soft background coming from pileup in proton-proton collisions, or underlying event in heavy-ion collisions. There are multiple methods to remove the effect of pileup for jets. Two such methods, Area Subtraction and Constituent Subtraction, use the pileup density as the main ingredient to estimate the magnitude of pileup contribution on an event-by-event basis. The state-of-the-art approaches to estimating pileup density are sensitive to the number of hard-scatter jets in the event. This paper presents a new pileup-density estimation method that minimizes the sensitivity on the presence of hard-scatter jets in the event. Using a detector-level simulation, we provide a comparison of the new method with the state-of-the-art estimation methods. We observe a significantly lower bias for the estimated pileup density when using the new method. We conclude that the new method has the potential to significantly improve pileup mitigation in proton-proton collisions or the underlying event subtraction in heavy-ion collisions.arXiv:2304.08383oai:cds.cern.ch:28575122023-04-17
spellingShingle hep-ex
Particle Physics - Experiment
hep-ph
Particle Physics - Phenomenology
Berta, Peter
Smieško, Juraj
Spousta, Martin
Pileup density estimate independent on jet multiplicity
title Pileup density estimate independent on jet multiplicity
title_full Pileup density estimate independent on jet multiplicity
title_fullStr Pileup density estimate independent on jet multiplicity
title_full_unstemmed Pileup density estimate independent on jet multiplicity
title_short Pileup density estimate independent on jet multiplicity
title_sort pileup density estimate independent on jet multiplicity
topic hep-ex
Particle Physics - Experiment
hep-ph
Particle Physics - Phenomenology
url http://cds.cern.ch/record/2857512
work_keys_str_mv AT bertapeter pileupdensityestimateindependentonjetmultiplicity
AT smieskojuraj pileupdensityestimateindependentonjetmultiplicity
AT spoustamartin pileupdensityestimateindependentonjetmultiplicity