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Silvia Auricchio, Francesco Cirotto and Antonio Giannini
A novel machine learning (ML) approach based on a recurrent neural network (RNN) for event topology identification in high energy physics (HEP) is presented. The vector-boson fusion (VBF) production mechanism arising in proton-to-proton collisions is pre...
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Ryan Mckenzie, Roger van Rensburg, Seyedali Moeyedi, Edward Nkadimeng, Stanislav Nemecek, Juan Buritica Yate, Haleh Hadavand and Bruce Mellado
The upgrade of the A Toroidal LHC ApparatuS (ATLAS) hadronic Tile Calorimeter (TileCal) Low-Voltage Power Supply (LVPS) forms a part of the Phase-II Upgrade preparations undertaken by the ATLAS experiment for the data taking during the High-Luminosity La...
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Ryan Peter Mckenzie
The upgrade of the ATLAS hadronic tile-calorimeter (TileCal) Low-Voltage Power Supply (LVPS) falls under the high-luminosity LHC upgrade project. This article serves to provide an overview of the development of a burn-in test station for a Phase-II upgra...
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Antimo Cagnotta, Francesco Carnevali and Agostino De Iorio
The fundamental physics research at the frontier accessible by today?s particle accelerators such as the CERN Large Hadron Collider pose unique challenges in terms of complexity and abundance of data to analyse. In this context, it is of paramount import...
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Piyush Kumar and Bhawna Gomber
The High-Luminosity LHC (HL-LHC) provides an opportunity for a pioneering physics program to harness an integrated luminosity of 4000 fb−1" role="presentation" style="position: relative;">fb-1fb-1
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Roberto Pecoraro, Valerio Basile and Viviana Bono
Since the Transformer architecture was introduced in 2017, there has been many attempts to bring the self-attention paradigm in the field of computer vision. In this paper, we propose LHC: Local multi-Head Channel self-attention, a novel self-attention m...
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Charlotte Cavanagh
FASER, or the Forward Search Experiment, is a new experiment at CERN designed to complement the LHC?s ongoing physics program, extending its discovery potential to light and weakly interacting particles that may be produced copiously at the LHC in the fa...
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Charlotte Cooke
The high luminosity upgrade of the LHC (HL-LHC) at CERN will provide unprecedented instantaneous and integrated luminosities of up to 7.5×1034" role="presentation" style="position: relative;">7.5×10347.5×1034
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×
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Julia Gonski and on behalf of the ATLAS Liquid Argon Calorimeter Group
The High Luminosity era of the Large Hadron Collider (LHC) starting in 2029 promises exciting discovery potential, giving unprecedented sensitivity to key new physics models and precise characterization of the Higgs boson. In order to maintain current pe...
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Pavel Starovoitov
The Tile Calorimeter (TileCal) is a sampling hadronic calorimeter covering the central region of the ATLAS experiment, with steel as the absorber and plastic scintillators as the active medium. The High-Luminosity phase of the LHC, delivering five times ...
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