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Conferences > FLATOPTICS > 2023 > JW2A > JW2A.32

Bayesian optimization for autoalignment of an x-ray focusing system

Saugat Kandel, Luca Rebuffi, Wonsuk Cha, Ross J. Harder, Xianbo Shi, Matthew J. Highland, Matthew G. Frith, and Mathew J. Cherukara

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Abstract

We describe a multi-objective Bayesian Optimization routine to automatically align and stabilize an x-ray focusing system. We develop our technique in an ultra-realistic digital twin and implement it in a hard-x-ray synchrotron beamline.

© 2023 The Author(s)

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