T. W. Morris et al.: A general Bayesian algorithm for the autonomous alignment of beamlines ##BayesianOptimization##AutomatedAlignment##SynchrotronRadiation@BrookhavenLab@BerkeleyLab@stonybrooku@radiasoft...##IUCrhttps://journals.iucr.org/paper?S1600577524008993
A general Bayesian algorithm for the autonomous alignment of beamlines
Automated alignment methods have the potential to accelerate greatly the efficiency of experiments done at synchrotron facilities and are an important step towards fully autonomous beamlines. Presented here is a general implementation of Bayesian optimization that performs well on many beamlines across different facilities.
journals.iucr.org
October 29, 2024 at 1:00 AM
T. W. Morris et al.: A general Bayesian algorithm for the autonomous alignment of beamlines ##BayesianOptimization##AutomatedAlignment##SynchrotronRadiation@BrookhavenLab@BerkeleyLab@stonybrooku@radiasoft...##IUCrhttps://journals.iucr.org/paper?S1600577524008993