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20232026
most citedGraph neural networks for power grid operational risk assessment under evolving grid topology

4 citations · 7 across the 5 of their papers we have counts for

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cs.LG2023★ 2 cited

Power grid operational risk assessment using graph neural network surrogates

Yadong Zhang, Pranav M Karve, Sankaran Mahadevan

We investigate the utility of graph neural networks (GNNs) as proxies of power grid operational decision-making algorithms (optimal power flow (OPF) and security-constrained unit c…