Pinned Repositories
deepxde
A library for scientific machine learning and physics-informed learning
DeepGS
Public codes for research article entitled "Reconstructing the Unsaturated Flow Equation from Sparse and Noisy Data: Leveraging the Synergy of Group Sparsity and Physics-Informed Deep Learning"
DNN_GSR
Public Datasets and Codes for Data-driven discovery of soil moisture flow governing equation: A sparse regression framework. Water Resources Research.
Highly-Nonlinear-PDE-Discovery
Official Code for a KDD2023 Paper "Physics-Guided Discovery of Highly Nonlinear Parametric Partial Differential Equations"
WenxSong's Repositories
WenxSong/DNN_GSR
Public Datasets and Codes for Data-driven discovery of soil moisture flow governing equation: A sparse regression framework. Water Resources Research.
WenxSong/DeepGS
Public codes for research article entitled "Reconstructing the Unsaturated Flow Equation from Sparse and Noisy Data: Leveraging the Synergy of Group Sparsity and Physics-Informed Deep Learning"