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#graph neural networks Open access Aug 2026

Modeling of Fault Propagation Paths in Power Communication Networks Combined with GNN

A method combining graph neural networks (GNNs) to construct a propagation path modeling framework that integrates topological structure and node status time series characteristics and is directly applicable to reliability analysis of electromagnetic communication links in power networks.

L.-N. Hu, Y. Tang, L. Ye · 0 citations