SEP 4, 2026 · PREPRINT
Physics-Aware Random Walk Fingerprints for Scalable Power Grid Graph Classification
arXiv
This is an unrefereed arXiv preprint presenting a machine-learning method for power-grid graph classification; it reports comparative accuracy metrics but lacks peer review and clinical or regulatory validation.
Preprint: Not Peer ReviewedAdnan Anwar
Reported
Balanced accuracy (largest settin…98.04% – 99.32%
F1-score improvement over stronge…1.60 – 5.84 percentage points
Number of benchmark systems evalu…3