physics-guided-ml

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WYH302 / TyphoFormer-for-Hurricane-Track-Forecasting

Physics-guided Lagrangian kinematic residual learning and synoptic-first coastal landfall benchmark reconstruction for short-range Atlantic tropical cyclone track forecasting (HURDAT2).

transformer earth-science tropical-cyclone time-series-forecasting hurdat2 physics-guided-ml hurricane-track-forecasting kinematic-residual-learning

Updated Nov 8, 2026
Python

xharbx / smart-load-shield

Star

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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