PDE-constrained Gaussian process surrogate modeling with uncertain data locations

Dongwei Ye, Weihao Yan, Christoph Brune +1

Gaussian process regression is widely applied in computational science and engineering for surrogate modeling owning to its kernel-based and probabilistic nature. In this work, we…