The GNN-based strategy reduces peak infections by 42% and final epidemic size by 38% compared to classical heuristics, despite identical vaccine budgets and network conditions.
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AI Finds the Hidden Hubs That Spread Disease — And Stops Them First

42 % Peak infections cut
30 Simulations run
GNN + RL Strategy type