Deep Learning, Gaussian Process, Active Learning, Bayesian Optimization.
The goal is to use easy-to-acquire structural data to guide spectroscopic measurements that are typically much more tedious. Hence, the DKL-based automated experiment begins with collecting a structural image, which is split into a set of small patches (one patch per image pixel), followed by the