Virtual Diagnostic Suite for Electron Beam Prediction and Control at FACET-II

Virtual Diagnostic Suite for Electron Beam Prediction and Control at FACET-II

We discuss the implementation of a suite of virtual diagnostics at the FACET-II facility currently under commissioning at SLAC National Accelerator Laboratory. The diagnostics will be used for the prediction of the longitudinal phase space along the linac, spectral reconstruction of the bunch profil...

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Bibliographic Details
Main Authors: Claudio Emma, Auralee Edelen, Adi Hanuka, Brendan O’Shea, Alexander Scheinker
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Information
Subjects:
machine learning
virtual diagnostics
reinforcement learning control
Online Access:https://www.mdpi.com/2078-2489/12/2/61

Internet

https://www.mdpi.com/2078-2489/12/2/61

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