Kai-Wei Huang

collaborators

2 papers

hep-lat2026

A Machine Learning study of the two-dimensional antiferromagnetic $q$ -state Potts model on the square lattice

Shang-Wei Li, Kai-Wei Huang, Chien-Ting Chen +1

The critical phenomena of two-dimensional (2D) antiferromagnetic $q$ -state Potts model on the square lattice with $q = 2, 3, 4, 5$ and 6 are investigated using the technique of supervis…

hep-lat2025

A Machine Learning study of the two-dimensional antiferromagnetic Ising model with nearest and next-to-nearest interactions on the triangular lattice

Shang-Wei Li, Yuan-Heng Tseng, Kai-Wei Huang +1

We study the phase transitions of the two-dimensional antiferromagnetic Ising model with nearest $J_{1}$ and next-to-nearest $J_{2}$ interactions on the triangular lattice for $J_2/J_1…

A Machine Learning study of the two-dimensional antiferromagnetic q-state Potts model on the square lattice

A Machine Learning study of the two-dimensional antiferromagnetic Ising model with nearest and next-to-nearest interactions on the triangular lattice

A Machine Learning study of the two-dimensional antiferromagnetic $q$ -state Potts model on the square lattice