Latent representation learning based model correction and uncertainty quantification for PDEs

Wenwen Zhou, Xiaodong Feng, Ling Guo +1

Model correction is essential for reliable PDE learning when the governing physics is misspecified due to simplified assumptions or limited observations. In the machine learning li…