Universal mean-field framework for SIS epidemics on networks, based on graph partitioning and the isoperimetric inequality

Karel Devriendt, Piet Van Mieghem

We propose a new approximation framework that unifies and generalizes a number of existing mean-field approximation methods for the SIS epidemic model on complex networks. We deriv…