Bayesian Nonlinear PDE Inference via Gaussian Process Collocation with Application to the Richards Equation

Yumo Yang, Anass Ben Bouazza, Xuejun Dong +1

The estimation of unknown parameters in nonlinear partial differential equations (PDEs) offers valuable insights across a wide range of scientific domains. In this work, we focus o…