Improving topological cluster reconstruction using calorimeter cell timing in ATLAS

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Zeitschriftenaufsatz

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Abstract

AbstractClusters of topologically connected calorimeter cells around cells with large absolute signal-to-noise ratio (topo-clusters) are the basis for calorimeter signal reconstruction in the ATLAS experiment. Topological cell clustering has proven performant in LHC Runs 1 and 2. It is, however, susceptible to out-of-time pile-up of signals from soft collisions outside the 25 ns proton-bunch-crossing window associated with the event’s hard collision. To reduce this effect, a calorimeter-cell timing criterion was added to the signal-to-noise ratio requirement in the clustering algorithm. Multiple versions of this criterion were tested by reconstructing hadronic signals in simulated events and Run 2 ATLAS data. The preferred version is found to reduce the out-of-time pile-up jet multiplicity by $${\sim }50\%$$<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mrow> <mml:mo>∼</mml:mo> <mml:mn>50</mml:mn> <mml:mo>%</mml:mo> </mml:mrow> </mml:math> for jet $$p_{\textrm{T}}\sim 20$$<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mrow> <mml:msub> <mml:mi>p</mml:mi> <mml:mtext>T</mml:mtext> </mml:msub> <mml:mo>∼</mml:mo> <mml:mn>20</mml:mn> </mml:mrow> </mml:math> GeV and by $${\sim }80\%$$<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mrow> <mml:mo>∼</mml:mo> <mml:mn>80</mml:mn> <mml:mo>%</mml:mo> </mml:mrow> </mml:math> for jet $$p_{\textrm{T}} \gtrsim 50$$<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mrow> <mml:msub> <mml:mi>p</mml:mi> <mml:mtext>T</mml:mtext> </mml:msub> <mml:mo>≳</mml:mo> <mml:mn>50</mml:mn> </mml:mrow> </mml:math> GeV, while not disrupting the reconstruction of hadronic signals of interest, and improving the jet energy resolution by up to 5% for $$20< p_{\textrm{T}} < 30$$<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mrow> <mml:mn>20</mml:mn> <mml:mo><</mml:mo> <mml:msub> <mml:mi>p</mml:mi> <mml:mtext>T</mml:mtext> </mml:msub> <mml:mo><</mml:mo> <mml:mn>30</mml:mn> </mml:mrow> </mml:math> GeV. Pile-up is also suppressed for other physics objects based on topo-clusters (electrons, photons, $$\tau $$<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>τ</mml:mi> </mml:math>-leptons), reducing the overall event size on disk by about $$6\%$$<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mrow> <mml:mn>6</mml:mn> <mml:mo>%</mml:mo> </mml:mrow> </mml:math> in early Run 3 pile-up conditions. Offline reconstruction for Run 3 includes the timing requirement.

Autoren

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H Abramowicz
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NP Rapheeha
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AR Roepe-Gier
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CPA Roland
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JG Saraiva
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RD Schamberger
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PG Scholer
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H-C Schultz-Coulon
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PB Shatalov
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CO Shimmin
JD Shinner
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JM Sonneveld
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DMS Sultan
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N Sur
MR Sutton
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A Tarek Abouelfadl Mohamed
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N Themistokleous
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EA Thompson
PD Thompson
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V Tikhomirov
Yu A Tikhonov
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EXL Ting
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SH Tlou
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IS Trandafir
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DA Trischuk
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KOH Vadla
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A Vasyukov
F Vazeille
T Vazquez Schroeder
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D Zhong
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DOI

10.1140/epjc/s10052-024-12657-1

eISSN

1434-6052

Ausgabe der Veröffentlichung

Zeitschrift

The European Physical Journal C

Sprache

Artikelnummer

455

Online publication date

2024

Status

Published online

Herausgeber

Springer Science and Business Media LLC

Herausgeber URL

http://dx.doi.org/10.1140/epjc/s10052-024-12657-1

Datum der Datenerfassung

2024

Titel

Improving topological cluster reconstruction using calorimeter cell timing in ATLAS

Ausgabe der Zeitschrift

Datenquelle: Crossref

Andere Metadatenquellen:

Autoren

Georges Aad
others

Notes

collaboration: ATLAS archiveprefix: arXiv primaryclass: physics.ins-det reportnumber: CERN-EP-2023-207

Datum der Datenerfassung

2024

Titel

Improving topological cluster reconstruction using calorimeter cell timing in ATLAS

Sub types

article

Datenquelle: Manual

Beziehungen:

Eigentum von

ETAP 1

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