Belief-propagation algorithm and the Ising model on networks with arbitrary distributions of motifs

S. Yoon, A. V. Goltsev, S. N. Dorogovtsev +1

We generalize the belief-propagation algorithm to sparse random networks with arbitrary distributions of motifs (triangles, loops, etc.). Each vertex in these networks belongs to a…