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Scaling Expected Force: Efficient Identification of Key Nodes in Network-Based Epidemic Models

Scaling Expected Force: Efficient Identification of Key Nodes in Network-Based Epidemic Models

Structural centrality measures are often used to approximate or predict dynamical influence in a network. The recently proposed Expected Force of Infection (ExF) measures the entropy of all potential transmission paths starting at a node, effectively characterizing a node's role in epidemic diffusion processes. However, this promising metric has seen …