272 citations · 1.1k across the 40 of their papers we have counts for
40 papers
Topological invariant tensor renormalization group method for spin glasses
Chuang Wang, Shao-Meng Qin, Hai-Jun Zhou
Tensor renormalization group method (TRG) is a real space renormalization group approach. It has been successfully applied to both classical and quantum systems. In this paper, we…
Simplifying Generalized Belief Propagation on Redundant Region Graphs
Chuang Wang, Hai-Jun Zhou
The cluster variation method has been developed into a general theoretical framework for treating short-range correlations in many-body systems after it was first proposed by Kikuc…
Core percolation on complex networks
Yang-Yu Liu, Endre Csóka, Haijun Zhou +1
As a fundamental structural transition in complex networks, core percolation is related to a wide range of important problems. Yet, previous theoretical studies of core percolation…
Region graph partition function expansion and approximate free energy landscapes: Theory and some numerical results
Haijun Zhou, Chuang Wang
Graphical models for finite-dimensional spin glasses and real-world combinatorial optimization and satisfaction problems usually have an abundant number of short loops. The cluster…
Partition Function Expansion on Region-Graphs and Message-Passing Equations
Haijun Zhou, Chuang Wang, Jing-Qing Xiao +1
Disordered and frustrated graphical systems are ubiquitous in physics, biology, and information science. For models on complete graphs or random graphs, deep understanding has been…
Counting solutions from finite samplings
Haiping Huang, Haijun Zhou
We formulate the solution counting problem within the framework of inverse Ising problem and use fast belief propagation equations to estimate the entropy whose value provides an e…