@article{predictinglargescaleurbannetworkdynamics, title = {Predicting Large-scale Urban Network Dynamics with Energy-informed Graph Neural Diffusion}, author = {Tong Nie and Jian Sun and Wei Ma}, year = {2025}, eprint = {2508.00037}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.00037}, }