Nonstationary Gaussian Process Surrogates

Annie S. Booth, Andrew Cooper, Robert B. Gramacy

We provide a survey of nonstationary surrogate models which utilize Gaussian processes (GPs) or variations thereof, including nonstationary kernel adaptations, partition and local…