Solving Statistical Mechanics on Sparse Graphs with Feedback Set Variational Autoregressive Networks

Feng Pan, Pengfei Zhou, Hai-Jun Zhou +1

We propose a method for solving statistical mechanics problems defined on sparse graphs. It extracts a small Feedback Vertex Set (FVS) from the sparse graph, converting the sparse…