Deep Gaussian Process Emulation and Uncertainty Quantification for Large Computer Experiments

Faezeh Yazdi, Derek Bingham, Daniel Williamson

Computer models are used as a way to explore complex physical systems. Stationary Gaussian process emulators, with their accompanying uncertainty quantification, are popular surrog…