@article{physicsconstrainedneuraldynamicsaunified,
  title = {Physics-Constrained Neural Dynamics: A Unified Manifold Framework for Large-Scale Power Flow Computation},
  author = {Xuezhi Liu},
  year = {2025},
  eprint = {2512.01207},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2512.01207},
}