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Automated Intensity Optimisation Using Reinforcement Learning at LEIR

High intensities in the CERN Low Energy Ion Ring (LEIR) are achieved by stacking up to seven consecutive multi-turn injections from Linac3. Two inclined septa combined with a collapsing horizontal orbit bump allow a 6-D phase space painting via a linearly ramped mean momentum along the Linac3 pulse...

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Detalles Bibliográficos
Autores principales: Madysa, Nico, Alemany-Fernández, Reyes, Biancacci, Nicolo, Goddard, Brennan, Kain, Verena, Velotti, Francesco
Lenguaje:eng
Publicado: 2022
Materias:
Acceso en línea:https://dx.doi.org/10.18429/JACoW-IPAC2022-TUPOST040
http://cds.cern.ch/record/2845859