A general Bayesian algorithm for the autonomous alignment of beamlines

Morris, T.W.; Rakitin, M.; Du, Y.; Fedurin, M.; Giles, A.C.; Leshchev, D.; Li, W.H.; Romasky, B.; Stavitski, E.; Walter, A.L.; Moeller, P.; Nash, B.; Islegen-Wojdyla, A.

doi:10.1107/S1600577524008993

Journal of Synchrotron Radiation Journal of
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Figure 11
The four-dimensional optimization of just the K-B mirrors, whose motors are each misaligned by up to 0.05 mm. After an initial quasi-random sample of 16 points (shaded light blue), the agent is able almost instantly to return to the optimal alignment.

JOURNAL OF
SYNCHROTRON
RADIATION

ISSN: 1600-5775

Volume 31| Part 6| November 2024| Pages 1446-1456

https://doi.org/10.1107/S1600577524008993

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