Validation

Benchmarks focused on transfer, feasibility, and speed.

The validation program is organized around the operational questions research and operator teams ask first: does it transfer, is it fast enough, and can the system tell me when to trust it?

100 unseen topologies

Zero-shot state estimation across distribution test systems.

12 ms decisions

Real-time AC OPF decisions with feasibility preserved.

97x faster

Reported speedup versus a model-predictive-control baseline.

93-97%

Zero-shot false-data localization range in demonstrated systems.