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Reconstruction of Linear Optics Observables Using Supervised Learning

In the LHC, most of the optical functions can be obtained from turn-by-turn beam centroid data. However, the measurement of such observables as β^{*} and the dispersion function require special dedicated techniques and additional operational time. In this work, we propose an alternative approach to...

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Detalles Bibliográficos
Autores principales: Fol, Elena, García Morales, Hector, Tomás, Rogelio
Lenguaje:eng
Publicado: JACoW 2021
Materias:
Acceso en línea:https://dx.doi.org/10.18429/JACoW-IPAC2021-THPAB055
http://cds.cern.ch/record/2804875