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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...
| Autores principales: | , , , , , , , , , , , , , , , , , , |
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| Lenguaje: | eng |
| Publicado: |
2021
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| Materias: | |
| Acceso en línea: | https://dx.doi.org/10.1109/MIM.2021.9620023 http://cds.cern.ch/record/2777343 |
| _version_ | 1780971690008772608 |
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| author | Arpaia, Pasquale Azzopardi, Gabriella Blanc, Frédéric Buffat, Xavier Coyle, Loic Fol, Elena Giordano, Francesco Giovannozzi, Massimo Pieloni, Tatiana Prevete, Roberto Redaelli, Stefano Salvachua, Belen Salvant, Benoît Schenk, Michael Camillocci, Matteo Solfaroli Tomás, Rogelio Valentino, Gianluca Veken, Frederik Florentinus Van der Wenninger, Jörg |
| author_facet | Arpaia, Pasquale Azzopardi, Gabriella Blanc, Frédéric Buffat, Xavier Coyle, Loic Fol, Elena Giordano, Francesco Giovannozzi, Massimo Pieloni, Tatiana Prevete, Roberto Redaelli, Stefano Salvachua, Belen Salvant, Benoît Schenk, Michael Camillocci, Matteo Solfaroli Tomás, Rogelio Valentino, Gianluca Veken, Frederik Florentinus Van der Wenninger, Jörg |
| author_sort | Arpaia, Pasquale |
| collection | CERN |
| description | 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. |
| id | cern-2777343 |
| institution | Organización Europea para la Investigación Nuclear |
| language | eng |
| publishDate | 2021 |
| record_format | invenio |
| spelling | cern-27773432023-01-31T08:16:02Zdoi:10.1109/MIM.2021.9620023http://cds.cern.ch/record/2777343engArpaia, PasqualeAzzopardi, GabriellaBlanc, FrédéricBuffat, XavierCoyle, LoicFol, ElenaGiordano, FrancescoGiovannozzi, MassimoPieloni, TatianaPrevete, RobertoRedaelli, StefanoSalvachua, BelenSalvant, BenoîtSchenk, MichaelCamillocci, Matteo SolfaroliTomás, RogelioValentino, GianlucaVeken, Frederik Florentinus Van derWenninger, JörgBeam Measurements and Machine Learning at the CERN Large Hadron Colliderphysics.acc-phAccelerators and Storage RingsParticle 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.This paper presents a review of the recent Machine Learning activities carried out on beam measurements performed at the CERN Large Hadron Collider. This paper has been accepted for publication in IEEE Instrumentation and Measurement Magazine and in the published version no abstract is provided.arXiv:2107.12641oai:cds.cern.ch:27773432021-07-27 |
| spellingShingle | physics.acc-ph Accelerators and Storage Rings Arpaia, Pasquale Azzopardi, Gabriella Blanc, Frédéric Buffat, Xavier Coyle, Loic Fol, Elena Giordano, Francesco Giovannozzi, Massimo Pieloni, Tatiana Prevete, Roberto Redaelli, Stefano Salvachua, Belen Salvant, Benoît Schenk, Michael Camillocci, Matteo Solfaroli Tomás, Rogelio Valentino, Gianluca Veken, Frederik Florentinus Van der Wenninger, Jörg Beam Measurements and Machine Learning at the CERN Large Hadron Collider |
| title | Beam Measurements and Machine Learning at the CERN Large Hadron Collider |
| title_full | Beam Measurements and Machine Learning at the CERN Large Hadron Collider |
| title_fullStr | Beam Measurements and Machine Learning at the CERN Large Hadron Collider |
| title_full_unstemmed | Beam Measurements and Machine Learning at the CERN Large Hadron Collider |
| title_short | Beam Measurements and Machine Learning at the CERN Large Hadron Collider |
| title_sort | beam measurements and machine learning at the cern large hadron collider |
| topic | physics.acc-ph Accelerators and Storage Rings |
| url | https://dx.doi.org/10.1109/MIM.2021.9620023 http://cds.cern.ch/record/2777343 |
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