NanzheWang
Deep learning, surrogate modeling, uncertainty quantification, inverse modeling.
Peking University
Pinned Repositories
TgNN-Surrogate
The construction of TgNN surrogate
Upscaling-based-on-TgCNN
Project: Efficient upscaling of geologic model based on theory-guided encoder-decoder
Active-learning-for-inverse-modeling
Codes for paper "Inverse modeling for subsurface flow based on deep learning surrogates and active learning strategies"
cnn_graph
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
NanzheWang's Repositories
NanzheWang/Active-learning-for-inverse-modeling
Codes for paper "Inverse modeling for subsurface flow based on deep learning surrogates and active learning strategies"
NanzheWang/Upscaling-based-on-TgCNN
Project: Efficient upscaling of geologic model based on theory-guided encoder-decoder
NanzheWang/TgNN-Surrogate
The construction of TgNN surrogate
NanzheWang/cnn_graph
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering