Beam Measurements and Machine Learning at the CERN Large Hadron Collider

Particle accelerators are among the most complex instruments conceived by physicists for the exploration of the fundamental laws of nature. Of relevance for particle physics are the high-energy colliders, such as the CERN Large Hadron Collider (LHC), which hosts particle physics experiments that are...

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Bibliographic Details
Published in:	IEEE instrumentation & measurement magazine Vol. 24; no. 9; pp. 47 - 58
Main Authors:	Arpaia, Pasquale, Azzopardi, Gabriella, Blanc, Frederic, Buffat, Xavier, Coyle, Loic, Fol, Elena, Giordano, Francesco, Giovannozzi, Massimo, Pieloni, Tatiana, Prevete, Roberto, Redaelli, Stefano, Salvachua, Belen, Salvant, Benoit, Schenk, Michael, Camillocci, Matteo Solfaroli, Tomas, Rogelio, Valentino, Gianluca, Van der Veken, Frederik Florentinus, Wenninger, Jorg
Format:	Magazine Article
Language:	English
Published:	New York IEEE 01-12-2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Atmospheric measurements CERN High energy physics Instruments Large Hadron Collider Machine learning Matter & antimatter Particle accelerators Particle beam measurements Particle physics Physicists Predictive models
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Summary:	Particle accelerators are among the most complex instruments conceived by physicists for the exploration of the fundamental laws of nature. Of relevance for particle physics are the high-energy colliders, such as the CERN Large Hadron Collider (LHC), which hosts particle physics experiments that are probing the Standard Model predictions and looking for signs of physics beyond the standard model.
ISSN:	1094-6969 1941-0123
DOI:	10.1109/MIM.2021.9620023