Machine learning applications for Hadron Colliders: LHC lifetime optimization

por Coyle, Loic Thomas Davies
Publicado 2020

Data-driven modeling of beam loss in the LHC

por Krymova, Ekaterina, Obozinski, Guillaume, Schenk, Michael, Coyle, Loic, Pieloni, Tatiana
Publicado 2022

MD 4510 : Working point exploration for use in lifetime optimization by machine learning

por Coyle, Loic Thomas Davies, Pieloni, Tatiana, Rivkin, Lenny, Salvachua Ferrando, Belen Maria
Publicado 2019

Modeling Particle Stability Plots for Accelerator Optimization Using Adaptive Sampling

por Schenk, Michael, Coyle, Loic, Giovannozzi, Massimo, Krymova, Ekaterina, Mereghetti, Alessio, Obozinski, Guillaume, Pieloni, Tatiana
Publicado 2021

A Novel Method for Detecting Unidentified Falling Object Loss Patterns in the LHC

por Coyle, Loic, Blanc, Frederic, Di Croce, Davide, Lechner, Anton, Mirarchi, Daniele, Pieloni, Tatiana, Solfaroli Camillocci, Matteo, Wenninger, Jorg
Publicado 2022

Detection and Classification of Collective Beam Behaviour in the LHC

por Coyle, Loic, Blanc, Frederic, Buffat, Xavier, Krymova, Ekaterina, Obozinski, Guillaume, Pieloni, Tatiana, Schenk, Michael, Solfaroli Camillocci, Matteo, Wenninger, Jorg
Publicado 2021

Machine learning in accelerator physics: Applications at the CERN Large Hadron Collider

por Van der Veken, Frederik, Azzopardi, Gabriella, Blanc, Fred, Coyle, Loic, Fol, Elena, Giovannozzi, Massimo, Pieloni, Tatiana, Redaelli, Stefano, Salvachua Ferrando, Belen Maria, Schenk, Michael, Garcia, Rogelio Tomas, Valentino, Gianluca
Publicado 2020

Application of machine learning techniques at the CERN Large Hadron Collider

por Van der Veken, Frederik, Azzopardi, Gabriella, Blanc, Fred, Coyle, Loic, Fol, Elena, Giovannozzi, Massimo, Pieloni, Tatiana, Redaelli, Stefano, Rivkin, Leonid, Salvachua, Belen, Schenk, Michael, Garcia, Rogelio Tomas, Valentino, Gianluca
Publicado 2020

Beam Measurements and Machine Learning at the CERN Large Hadron Collider

por 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
Publicado 2021