Pileup density estimate independent on jet multiplicity

A bstract 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.

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Publication Details

Journal
Journal of High Energy Physics
Published
2024-08-09
DOI
https://doi.org/10.1007/jhep08(2024)078
Primary Topic
Particle physics theoretical and experimental studies
Type
article
Field-Weighted Citation Impact
0.00

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article

Pileup density estimate independent on jet multiplicity

P. Berta, J. Smieško, M. Spousta
Journal of High Energy Physics
Particle physics theoretical and experimental studies
article

Pileup density estimate independent on jet multiplicity

P. Berta, J. Smieško, M. Spousta
article en

Abstract

A bstract 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.

Journal of High Energy PhysicsVol. 2024(8)
Charles University (CZ), European Organization for Nuclear Research (CH)
Univerzita Karlova v Praze, Grantová Agentura České Republiky
Climate action
Openalex Percentile: Top 96%
Particle physics theoretical and experimental studies
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Pileup density estimate independent on jet multiplicity — P. Berta, J. Smieško, et al. · Journal of High Energy Physics (2024) | TGRS Research Map | TGRS