physics-guided-ml

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xharbx / smart-load-shield

Leakage-free contingency-screening surrogate: a switched-topology graph-attention GNN that predicts post-contingency voltage security without solving the power flow. Code, data, model, and dashboard for the CJECE paper.

pytorch power-systems graph-neural-network contingency-analysis voltage-stability physics-guided-ml

Updated Sep 19, 2026
Python

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