Auralee Edelen

Online tuning and light source control using a physics-informed Gaussian process Adi

2019 · arXiv (Cornell University)

Operating large-scale scientific facilities often requires fast tuning and robust control in a high dimensional space. In this paper we introduce a new physics-informed optimization algorithm based on Gaussian process regression. Our method takes advantage …