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

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Figure 3
(Upper left) The result of changing the positions of two coupled dimensions of the TES beamline. (Upper right) A quasi-random sample of 16 points from the ground truth. (Lower left) A non-latent GP fitted to the parameter space fitted to the sampled points. (Lower right) A latent GP fitted to the same points, which correctly infers the latent dimensions.

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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