Opportunities in Machine Learning for Particle Accelerators

Machine learning (ML) is a subfield of artificial intelligence. The term applies broadly to a collection of computational algorithms and techniques that train systems from raw data rather than a priori models. ML techniques are now technologically mature enough to be applied to particle accelerators...

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Detalles Bibliográficos
Autores principales: Edelen, A., Mayes, C., Bowring, D., Ratner, D., Adelmann, A., Ischebeck, R., Snuverink, J., Agapov, I., Kammering, R., Edelen, J., Bazarov, I., Valentino, G., Wenninger, J.
Lenguaje:eng
Publicado: 2018
Materias:
physics.acc-ph
Accelerators and Storage Rings
Acceso en línea:http://cds.cern.ch/record/2650219

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