A reduced AME-Langevin diffusion approximation yields time-dependent SIS variance on configuration-model networks, matching Gillespie simulations except near threshold and on strongly heterogeneous graphs.
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Variance of the $SIS$ Epidemic on Networks: A Diffusion Approximation
A reduced AME-Langevin diffusion approximation yields time-dependent SIS variance on configuration-model networks, matching Gillespie simulations except near threshold and on strongly heterogeneous graphs.