├── README.md ├── checkpoints ├── case118BNNtopo_forward.pytorch └── case118MLP_inverse.pytorch ├── data ├── Kaggle_load_history.csv ├── PGE_load_history.csv └── README.md ├── img ├── .DS_Store ├── 118-BNN_G.pdf ├── 118-BNN_G.png ├── 118-TPBNN_G.pdf ├── 118-TPBNN_G.png ├── 118true_g_heatmap.pdf ├── 118true_g_heatmap.png ├── BNN_architecture.pdf ├── BNN_architecture.png ├── NN_architecture.pdf └── NN_architecture.png └── src ├── autoencoders.py ├── dataprepoc.py ├── forward_PF_NNs.py ├── inverse.py └── power_flow_equations.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xinyuesherry/Phyiscs-Guided-NN-PFsolver/HEAD/README.md -------------------------------------------------------------------------------- /checkpoints/case118BNNtopo_forward.pytorch: -------------------------------------------------------------------------------- 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