Efficient Optimization of the Likelihood Function in Gaussian Process Modelling

Andrew Butler, Thomas D. Humphries, Pritam Ranjan +1

Gaussian Process (GP) models are popular statistical surrogates used for emulating computationally expensive computer simulators. The quality of a GP model fit can be assessed by a…