Prefer a chat interface with context about you and your work?
Filtered partial differential equations: a robust surrogate constraint in physics-informed deep learning framework
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 on the quantity and quality of observation data. Furthermore, the NNs often struggle to converge when the solution to the real equation …