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Talk51 min

Machine learning applications in BI II

Elena Fol · CERN

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About

The second part of the lecture will focus on real-world applications, demonstrating how ML is currently employed in anomaly detection analysis in beam position monitors, beam optics measurements denoising, longitudinal profile measurements, and automated diagnostic systems across various accelerator facilities.

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The talk

  1. Machine learning applications in BI II 2025-11-28 · 51 min · CERN's player

Credits and licence

Institution
CERN
Department
CAS - CERN Accelerator School
Speaker
Elena Fol
Year
2025
Level
Graduate
Language
English
Subjects
Computer science
Source
CERN
Licence
CERN, as CERN states it. CERN's terms
Attribution
© CERN. CERN provides its audiovisual media free of charge for educational and informational use, credited to CERN; this lecture is shown in CERN's own player.
Who can watch
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