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Improving topological cluster reconstruction using calorimeter cell timing in ATLAS

GONELLA, Laura
•
ATLAS Collaboration
2024
  • journal article

Periodico
THE EUROPEAN PHYSICAL JOURNAL. C, PARTICLES AND FIELDS
Abstract
Clusters 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 ∼50% for jet pT∼20 GeV and by ∼80% for jet pT≳50 GeV, while not disrupting the reconstruction of hadronic signals of interest, and improving the jet energy resolution by up to 5% for 20<30 GeV. Pile-up is also suppressed for other physics objects based on topo-clusters (electrons, photons, τ-leptons), reducing the overall event size on disk by about 6% in early Run 3 pile-up conditions. Offline reconstruction for Run 3 includes the timing requirement.
DOI
10.1140/epjc/s10052-024-12657-1
WOS
WOS:001281877300001
Archivio
https://hdl.handle.net/11368/3100822
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85202167240
https://link.springer.com/article/10.1140/epjc/s10052-024-12657-1
Diritti
open access
license:creative commons
license uri:http://creativecommons.org/licenses/by/4.0/
FVG url
https://arts.units.it/bitstream/11368/3100822/1/s10052-024-12657-1-1.pdf
Soggetti
  • Calorimeter

  • Calorimetry

  • Germanium compound

  • Hadron

  • Photon

  • ATLAS experiment

  • Bunch crossing

  • Calorimeter cell

  • Cell clustering

  • Hadronic

  • Noise ratio

  • Pile-up

  • Signal to noise

  • Signals reconstructio...

  • Topo

  • Topology

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