Multifidelity Gaussian process regression for solving nonlinear partial differential equations

Fatima-Zahrae El-Boukkouri, Josselin Garnier, Olivier Roustant

Solving nonlinear partial differential equations (PDEs) using kernel methods offers a compelling alternative to traditional numerical solvers. However, the performance of these met…