Emulating complex dynamical simulators with random Fourier features

Hossein Mohammadi, Peter Challenor, Marc Goodfellow

A Gaussian process (GP)-based methodology is proposed to emulate complex dynamical computer models (or simulators). The method relies on emulating the numerical flow map of the sys…