2025
Physics-Guided Fair Graph Sampling for Water Temperature Prediction in River Networks
AAAI 2025technical
This work introduces a novel graph neural networks (GNNs)-based method to predict stream water temperature and reduce model bias across locations of different income and education levels. Traditional physics-based models often have limited accuracy because they are necessarily approximations of real…