A general Bayesian algorithm for the autonomous alignment of beamlines - Morris, Thomas W.; Rakitin, Max; Du, Yonghua; Fedurin, Mikhail; Giles, Abigail C.; Leshchev, Denis; Li, William H.; Romasky, Brianna; Stavitski, Eli; Walter, Andrew L.; Moeller, Paul; Nash, Boaz; et al. (Journal of synchrotron radiation, 2024)
Keywords: Algorithms; Alignment; automated alignment; Bayesian analysis; Bayesian optimization; Digital twins; Electron beams; Gaussian beams (optics); Gaussian process; Global optimization; Light sources; machine learning; Nonlinear dynamics; Optical components; Optimization; OTHER INSTRUMENTATION; Research Papers; Statistical inference; synchrotron radiation; Test facilities; automated alignment; digital twins; Bayesian optimization; machine learning; synchrotron radiation