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Machine Learning Platform: Deploying and Managing Models in the CERN Control System

Recent advances make machine learning (ML) a powerful tool to cope with the inherent complexity of accelerators, the large number of degrees of freedom and continuously drifting machine characteristics. A diverse set of ML ecosystems, frameworks and tools are already being used at CERN for a variety...

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Detalles Bibliográficos
Autores principales: de Martel, Jean-Baptiste, Gorbonosov, Roman, Madysa, Nico
Lenguaje:eng
Publicado: 2022
Materias:
Acceso en línea:https://dx.doi.org/10.18429/JACoW-ICALEPCS2021-MOBL03
http://cds.cern.ch/record/2809594