Cargando…

An analysis of the influence of background subtraction and quenching on jet observables in heavy-ion collisions

Subtraction of the large background in reconstruction is a key ingredient in jet studies in high-energy heavy-ion collisions at RHIC and the LHC. Here we address the question to which extent the most commonly used subtraction techniques are able to eliminate the effects of the background on the most...

Descripción completa

Detalles Bibliográficos
Autores principales: Apolinario, Liliana, Armesto, Nestor, Cunqueiro, Leticia
Lenguaje:eng
Publicado: 2012
Materias:
Acceso en línea:https://dx.doi.org/10.1007/JHEP02(2013)022
http://cds.cern.ch/record/1492798
_version_ 1780926464341835776
author Apolinario, Liliana
Armesto, Nestor
Cunqueiro, Leticia
author_facet Apolinario, Liliana
Armesto, Nestor
Cunqueiro, Leticia
author_sort Apolinario, Liliana
collection CERN
description Subtraction of the large background in reconstruction is a key ingredient in jet studies in high-energy heavy-ion collisions at RHIC and the LHC. Here we address the question to which extent the most commonly used subtraction techniques are able to eliminate the effects of the background on the most commonly discussed observables at present: single inclusive jet distributions, dijet asymmetry and azimuthal distributions. We consider two different background subtraction methods, an area-based one implemented through the FastJet pack- age and a pedestal subtraction method, that resemble the ones used by the experimental collaborations at the LHC. We also analyze different ways of defining the optimal parame- ters in the second method. We use a toy model that easily allows variations of the background characteristics: average background level and fluctuations and azimuthal structure, but cross- checks are also done with a Monte Carlo simulator. Furthermore, we consider the influence of quenching using Q-PYTHIA on the dijet observables with the different background subtrac- tion methods and, additionally, we examine the missing momentum of particles. The average background level and fluctuations affect both single inclusive spectra and dijet asymmetries, although differently for different subtraction setups. A large azimuthal modulation of the background has a visible effect on the azimuthal dijet distributions. Quenching, as imple- mented in Q-PYTHIA, substantially affects the dijet asymmetry but little the azimuthal dijet distributions. Besides, the missing momentum characteristics observed in the experiment are qualitatively reproduced by Q-PYTHIA.
id cern-1492798
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2012
record_format invenio
spelling cern-14927982021-05-03T20:07:52Zdoi:10.1007/JHEP02(2013)022http://cds.cern.ch/record/1492798engApolinario, LilianaArmesto, NestorCunqueiro, LeticiaAn analysis of the influence of background subtraction and quenching on jet observables in heavy-ion collisionsParticle Physics - PhenomenologySubtraction of the large background in reconstruction is a key ingredient in jet studies in high-energy heavy-ion collisions at RHIC and the LHC. Here we address the question to which extent the most commonly used subtraction techniques are able to eliminate the effects of the background on the most commonly discussed observables at present: single inclusive jet distributions, dijet asymmetry and azimuthal distributions. We consider two different background subtraction methods, an area-based one implemented through the FastJet pack- age and a pedestal subtraction method, that resemble the ones used by the experimental collaborations at the LHC. We also analyze different ways of defining the optimal parame- ters in the second method. We use a toy model that easily allows variations of the background characteristics: average background level and fluctuations and azimuthal structure, but cross- checks are also done with a Monte Carlo simulator. Furthermore, we consider the influence of quenching using Q-PYTHIA on the dijet observables with the different background subtrac- tion methods and, additionally, we examine the missing momentum of particles. The average background level and fluctuations affect both single inclusive spectra and dijet asymmetries, although differently for different subtraction setups. A large azimuthal modulation of the background has a visible effect on the azimuthal dijet distributions. Quenching, as imple- mented in Q-PYTHIA, substantially affects the dijet asymmetry but little the azimuthal dijet distributions. Besides, the missing momentum characteristics observed in the experiment are qualitatively reproduced by Q-PYTHIA.arXiv:1211.1161oai:cds.cern.ch:14927982012-11-07
spellingShingle Particle Physics - Phenomenology
Apolinario, Liliana
Armesto, Nestor
Cunqueiro, Leticia
An analysis of the influence of background subtraction and quenching on jet observables in heavy-ion collisions
title An analysis of the influence of background subtraction and quenching on jet observables in heavy-ion collisions
title_full An analysis of the influence of background subtraction and quenching on jet observables in heavy-ion collisions
title_fullStr An analysis of the influence of background subtraction and quenching on jet observables in heavy-ion collisions
title_full_unstemmed An analysis of the influence of background subtraction and quenching on jet observables in heavy-ion collisions
title_short An analysis of the influence of background subtraction and quenching on jet observables in heavy-ion collisions
title_sort analysis of the influence of background subtraction and quenching on jet observables in heavy-ion collisions
topic Particle Physics - Phenomenology
url https://dx.doi.org/10.1007/JHEP02(2013)022
http://cds.cern.ch/record/1492798
work_keys_str_mv AT apolinarioliliana ananalysisoftheinfluenceofbackgroundsubtractionandquenchingonjetobservablesinheavyioncollisions
AT armestonestor ananalysisoftheinfluenceofbackgroundsubtractionandquenchingonjetobservablesinheavyioncollisions
AT cunqueiroleticia ananalysisoftheinfluenceofbackgroundsubtractionandquenchingonjetobservablesinheavyioncollisions
AT apolinarioliliana analysisoftheinfluenceofbackgroundsubtractionandquenchingonjetobservablesinheavyioncollisions
AT armestonestor analysisoftheinfluenceofbackgroundsubtractionandquenchingonjetobservablesinheavyioncollisions
AT cunqueiroleticia analysisoftheinfluenceofbackgroundsubtractionandquenchingonjetobservablesinheavyioncollisions