LVM-GP: Uncertainty-Aware PDE Solver via coupling latent variable model and Gaussian process

Xiaodong Feng, Ling Guo, Xiaoliang Wan +3

We propose a novel probabilistic framework, termed LVM-GP, for uncertainty quantification in solving forward and inverse partial differential equations (PDEs) with noisy data. The…