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A neural network model of a quasiperiodic elliptically polarizing undulator in universal mode

Machine learning has recently been applied and deployed at several light source facilities in the domain of accelerator physics. Here, an approach based on machine learning to produce a fast-executing model is introduced that predicts the polarization and energy of the radiated light produced at an...

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Detalles Bibliográficos
Autores principales: Sheppard, Ryan, Baribeau, Cameron, Pedersen, Tor, Boland, Mark, Bertwistle, Drew
Formato: Online Artículo Texto
Lenguaje:English
Publicado: International Union of Crystallography 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9641560/
https://www.ncbi.nlm.nih.gov/pubmed/36345744
http://dx.doi.org/10.1107/S1600577522008554