Influence of Prior Distributions on Gaussian Process Hyperparameter Inference

Ayumi Mutoh, Junoh Heo

Gaussian processes (GPs) are widely used metamodels for approximating expensive computer simulations, particularly in engineering design and spatial prediction. However, their perf…