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New Machine Learning Model Application for the Automatic LHC Collimator Beam-Based Alignment

A collimation system is installed in the Large Hadron Collider (LHC) to protect its sensitive equipment from unavoidable beam losses. An alignment procedure determines the settings of each collimator, by moving the collimator jaws towards the beam until a characteristic loss pattern, consisting of a...

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Detalles Bibliográficos
Autores principales: Azzopardi, Gabriella, Ricci, Gianmarco
Lenguaje:eng
Publicado: 2022
Materias:
Acceso en línea:https://dx.doi.org/10.18429/JACoW-ICALEPCS2021-THPV040
http://cds.cern.ch/record/2809479