Emulating computer models with step-discontinuous outputs using Gaussian processes

Hossein Mohammadi, Peter Challenor, Marc Goodfellow +1

In many real-world applications we are interested in approximating costly functions that are analytically unknown, e.g. complex computer codes. An emulator provides a fast approxim…