2025-08-27 17:24 |
Convolutional Neural Networks for pile-up suppression in the ATLAS Global Trigger
/ Clarke Hall, Noah (University of London (GB)) ; Konstantinidis, Nikolaos (University of London (GB)) ; Kimura, Naoki (University of London (GB)) ; Martynwood, Alex Christopher (University of London (GB))
/ATLAS Collaboration
We describe a pile-up suppression algorithm for the ATLAS Global Trigger, using a convolutional neural network (CNN) architecture. The CNN operates on cell towers and exploits both shower topology and $E_T$ to correct for the contribution of pile-up. [...]
ATL-DAQ-SLIDE-2025-400.-
Geneva : CERN, 2025
Fulltext: PDF; External link: Original Communication (restricted to ATLAS)
In : ML4Jets2025, Pasadena, California, Us, 17 - 23 Aug 2025
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2025-08-27 10:18 |
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2025-08-26 15:53 |
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2025-08-26 14:55 |
BSM H(125) aspects and searches for new scalar bosons
/ Skorda, Eleni (University of Birmingham (GB))
/ATLAS Collaboration
Though the Standard Model (SM) of particle physics has been a very successful theory in explaining a wide range of measurements, there are still many questions left unanswered such as incorporation of gravity into SM, neutrino masses, matter-antimatter asymmetry, supersymmetry, or existence of dark matter candidates. One of the possible solutions to address these challenges is the extension of the SM with the presence of additional BSM particles, including scalar, pseudoscalar, or charged BSM Higgs bosons; as well as the considering of rare Higgs decays. [...]
ATL-PHYS-SLIDE-2025-397.-
Geneva : CERN, 2025 - 21 p.
Fulltext: PDF; External link: Original Communication (restricted to ATLAS)
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2025-08-26 07:42 |
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2025-08-25 16:11 |
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2025-08-25 15:39 |
Overview of ATLAS muon detectors: status and performance
/ Izumiyama, Shota (Nagoya University (JP)) ; ATLAS Collaboration
/ATLAS Collaboration
The ATLAS Muon Spectrometer, the largest muon system ever built at colliders, now comprises both legacy gaseous detectors—Monitored Drift Tubes (MDT), Thin Gap Chambers (TGC), and Resistive Plate Chambers (RPC)—which have been in operation for over 15 years, as well as newer technologies like Micromegas and small-strip TGCs in the NSW. These new systems are now in stable operation following an extensive phase of construction and commissioning, providing enhanced muon tracking and trigger capabilities. [...]
ATL-MUON-SLIDE-2025-394.-
Geneva : CERN, 2025 - 1 p.
Fulltext: PDF; External link: Original Communication (restricted to ATLAS)
In : 2025 European Physical Society Conference on High Energy Physics (EPS-HEP 2025), Marseille, Fr, 7 - 11 Jul 2025
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2025-08-25 11:55 |
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2025-08-25 10:31 |
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2025-08-24 19:50 |
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