Applying the machine learning methods to determine the linear optics parameters in the ThomX collector ring

The linear optics parameters are one of the most significant properties of the beam, which are controlled at the particle accelerators. Classical methods of analysis, such as component-independent analysis, employ turn-by-turn readings of the beam position monitors. As an alternative to the componen...

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Bibliographic Details
Main Authors: D. Klekots, O. Bezshyyko, L. Golinka-Bezshyyko, V. Kubytskyi, I. Chaikovska
Format: Article
Language:English
Published: Institute for Nuclear Research, National Academy of Sciences of Ukraine 2024-12-01
Series:Âderna Fìzika ta Energetika
Subjects:
Online Access:https://jnpae.kinr.kyiv.ua/25.4/Articles_PDF/jnpae-2024-25-0394-Klekots.pdf
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