Benchmarking Graph Neural Networks for AC Power Flow: The Role of Inductive Biases and Physical Constraints.

arXiv:2610.38985v1 Announce Type: cross Abstract: Fast and accurate models for AC power flow (ACPF) are increasingly important as modern electrical grids require more frequent system analyses. Graph neural networks (GNNs) naturally exploit electrical grid topo