Physics-based deep kernel learning for parameter estimation in high dimensional PDEs

Weihao Yan, Christoph Brune, Mengwu Guo

Inferring parameters of high-dimensional partial differential equations (PDEs) poses significant computational and inferential challenges, primarily due to the curse of dimensional…