Prior distributions for Gaussian processes in computer model emulation and calibration

Mengyang Gu, Victor De Oliveira

This article discusses prior distributions for the parameters of Gaussian processes (GPs) that are widely used as surrogate models to emulate expensive computer simulations. The pa…