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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.