Filtered Partial Differential Equations: a robust surrogate constraint in physics-informed deep learning framework

Dashan Zhang, Yuntian Chen, Shiyi Chen

Embedding physical knowledge into neural network (NN) training has been a hot topic. However, when facing the complex real-world, most of the existing methods still strongly rely o…