Deep-learning of Parametric Partial Differential Equations from Sparse and Noisy Data

Hao Xu, Dongxiao Zhang, Junsheng Zeng

Data-driven methods have recently made great progress in the discovery of partial differential equations (PDEs) from spatial-temporal data. However, several challenges remain to be…