Graph ML
GraphStateEstimator
Contributors: M. Analyst, A. Melon, S. Seed
Language: Python
GraphsEstimationPyTorch
State estimation on networked systems framed as inference over a graph. The model fuses noisy local measurements with the network topology to recover global state, with uncertainty estimates for each node.
Comes with synthetic generators and power-grid case studies for reproducing the results in the accompanying paper.