Constructing a simulation surrogate with partially observed output

Moses Y-H. Chan, Matthew Plumlee, Stefan M. Wild

Gaussian process surrogates are a popular alternative to directly using computationally expensive simulation models. When the simulation output consists of many responses, dimensio…