Bayesian treed Gaussian process models with an application to computer modeling

Robert B. Gramacy, Herbert K. H. Lee

Motivated by a computer experiment for the design of a rocket booster, this paper explores nonstationary modeling methodologies that couple stationary Gaussian processes with treed…