Active Learning of Piecewise Gaussian Process Surrogates

Chiwoo Park, Robert Waelder, Bonggwon Kang +3

Active learning of Gaussian process (GP) surrogates has been useful for optimizing experimental designs for physical/computer simulation experiments, and for steering data acquisit…