Additive Kernels for Gaussian Process Modeling

Nicolas Durrande, David Ginsbourger, Olivier Roustant

Gaussian Process (GP) models are often used as mathematical approximations of computationally expensive experiments. Provided that its kernel is suitably chosen and that enough dat…