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

Supervised learning based Machine Learning models are fundamentally reliant on the data on which they are trained. Previous to this MD, the data available although plentiful, was lacking variety as the working point is rarely changed. We have a large amount of data, however, many of the beam and mac...

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Detalles Bibliográficos
Autores principales: Coyle, Loic Thomas Davies, Pieloni, Tatiana, Rivkin, Lenny, Salvachua Ferrando, Belen Maria
Lenguaje:eng
Publicado: 2019
Materias:
Acceso en línea:http://cds.cern.ch/record/2705860