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TOOL · CL_247764 · Sep 11 · 04:00

Graph Neural Networks Improve Road Network Disruption Analysis

Researchers have developed graph neural networks (GNNs) to efficiently estimate connectivity loss in road networks following disruptions. The study compares GCN, GraphSAGE, and MPNN models, finding that residual GCN and…