25 citations · 33 across the 3 of their papers we have counts for
3 papers · 1 filter
Sublattice extraordinary-log phase and new special point of the antiferromagnetic Potts model
Li-Ru Zhang, Chengxiang Ding, Wanzhou Zhang +1
We study the surface criticality of a three-dimensional classical antiferromagnetic Potts model, whose bulk critical behaviors belongs to the XY model because of emergent O(2) symm…
Machine learning of percolation models using graph convolutional neural networks
Hua Tian, Lirong Zhang, Youjin Deng +1
Percolation is an important topic in climate, physics, materials science, epidemiology, finance, and so on. Prediction of percolation thresholds with machine learning methods remai…
Surface criticality of antiferromagnetic Potts model
Li-Ru Zhang, Chengxiang Ding, Long Zhang +1
We study the three-state antiferromagnetic Potts model on the simple-cubic lattice, paying attention to the surface critical behaviors. When the nearest neighboring interactions of…