ANOVA Gaussian process modeling for high-dimensional stochastic computational models

Chen Chen, Qifeng Liao

In this paper we present a novel analysis of variance Gaussian process (ANOVA-GP) emulator for models governed by partial differential equations (PDEs) with high-dimensional random…