Generating functions for message-passing on weighted networks: directed bond percolation and SIR epidemics

Christoph Widder, Tanja Schilling

We study the SIR ("susceptible, infected, removed/recovered") model on directed graphs with heterogeneous transmission probabilities within the message-passing approximation. We ch…