Neural Operator induced Gaussian Process framework for probabilistic solution of parametric partial differential equations
A novel framework, Neural Operator-induced Gaussian Process (NOGaP), is proposed for solving PDEs with improved prediction accuracy and quantifiable uncertainty, evaluated on various examples like Burger’s equation and Darcy flow.
Apr 29, 2024
