Record Details

Title:
Automated Optimization of Machine Parameters at the European XFEL
Affiliation(s):
EuXFEL staff, Other
Author group:
Simulation of Photon Fields
Topic:
Abstract:
In today's single-pass free-electron lasers, a lot of time and effort is spent on the manual optimization of machine parameters with the goal of improving the photon beam. Identifying and automating these tuning procedures holds the promise of faster set-up times and higher machine efficiency. This talk gives an overview of various optimization routines used for this purpose at the European XFEL. Our first attempts at exploiting machine learning algorithms are also included.
Imprint:
2018
Talk type:
Conference
Language(s):
English
Event information:
60th ICFA Advanced Beam Dynamics Workshop on Future Light Sources, Shanghai, 2018-03-05, 2018-03-09, FLS'18


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 Record created 2019-03-18, last modified 2019-03-18

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