Contour Location for Reliability in Airfoil Simulation Experiments using Deep Gaussian Processes

Annie S. Booth, S. Ashwin Renganathan, Robert B. Gramacy

Bayesian deep Gaussian processes (DGPs) outperform ordinary GPs as surrogate models of complex computer experiments when response surface dynamics are non-stationary, which is espe…