PINN-GNN
X. Lin, Q. Lu, P. Zhao, L. Chen, J. Tang, D. Gun, T. Broyd, “Field-theory Inspired Physics-Informed Graph Neural Network for Reliable Traffic Flow Prediction under Urban Flooding”, Reliability Engineering and System Safety, Volume 265, Part A, January 2026.
PRISM-ST
A. Panda, D. Dogra, P. Dey,“Physics-Constrained Dynamic Graph and Multi-Resolution Temporal Modeling for Traffic Forecasting”, Preprint, 2026.