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Unsupervised Learning Techniques for Tune Cleaning Measurement

Precise measurements of tune and its stability are crucial for various optics analyses in the LHC, e.g. for the determination of the beta star using K-modulation. LHC BBQ system provides tune measurements online and stores the tune data. We apply unsupervised machine learning techniques on BBQ tune...

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Detalles Bibliográficos
Autores principales: García Morales, Hector, Fol, Elena, Tomás García, Rogelio
Lenguaje:eng
Publicado: JACoW 2021
Materias:
Acceso en línea:https://dx.doi.org/10.18429/JACoW-IPAC2021-MOPAB184
http://cds.cern.ch/record/2808471