44 citations · 120 across the 12 of their papers we have counts for
13 papers
A Machine Learning study of the two-dimensional antiferromagnetic -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 -state Potts model on the square lattice with and 6 are investigated using the technique of supervis…
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 and next-to-nearest interactions on the triangular lattice for $J_2/J_1…
The phase transitions of the frustrated - Ising model on the honeycomb lattice
Shang-Wei Li, Yuan-Heng Tseng, Fu-Jiun Jiang
We study the phase transitions of the frustrated - Ising model on the honeycomb lattice using the non-perturbative first principle Monte Carlo simulations. Here …
Comments on the minimal training set for CNN: a case study of the frustrated - Ising model on the square lattice
Shang-Wei Li, Yuan-Heng Tseng, Ming-Che Hsieh +1
The minimal training set to train a working CNN is explored in detail. The considered model is the frustrated - Ising model on the square lattice. Here and $J_2…
A Bond weighted tensor renormalization group study of the q-state ferromagnetic Potts models on the square lattice
Yuan-Heng Tseng, Shang-Wei Li, Fu-Jiun Jiang
It is known rigorously that the phase transition of the -state ferromagnetic Potts model on the square lattice is second order for . Despite this fact, some observables of…
A neural network study of the phase transitions of the two-dimensional antiferromagnetic -state Potts models on the square lattice
Yuan-Heng Tseng, Fu-Jiun Jiang
The critical phenomena of the two-dimensional antiferromagnetic -state Potts model on the square lattice with are investigated using the techniques of neural networks…
Classification for the universal scaling of Néel temperature and staggered magnetization density of three-dimensional dimerized spin-1/2 antiferromagnets
D. -R. Tan, C. -D. Li, F. -J. Jiang
Inspired by the recently theoretical development relevant to the experimental data of TlCuCl, particularly those associated with the universal scaling between the Néel temperat…
Universal scalings of Néel temperature, staggered magnetization density, and spinwave velocity of three-dimensional disordered and clean quantum antiferromagnets
D. -R. Tan, F. -J. Jiang
The Néel temperature, staggered magnetization density, as well as the spinwave velocity of a three-dimensional (3D) quantum Heisenberg model with antiferromagnetic disorder (random…
Interfaces, Strings, and a Soft Mode in the Square Lattice Quantum Dimer Model
D. Banerjee, M. Bögli, C. P. Hofmann +3
The quantum dimer model on the square lattice is equivalent to a gauge theory. Quantum Monte Carlo calculations reveal that, for values of the Rokhsar-Kivelson (RK) coupling…
Investigation of a universal behavior between Néel temperature and staggered magnetization density for a three-dimensional quantum antiferromagnet
M. -T. Kao, F. -J. Jiang
We simulate the three-dimensional quantum Heisenberg model with a spatially anisotropic ladder pattern using the first principles Monte Carlo method. Our motivation is to investiga…
Quantum phase transitions of 2-d dimerized spin-1/2 Heisenberg models with spatial anisotropy
M. -T. Kao, D. -J. Tan, F. -J. Jiang
Motivated by the unexpected Monte Carlo results as well as the theoretical proposal of a large correction to scaling for the critical theory of the 2-d staggered-dimer spin-1/2 Hei…
Solving the puzzle of an unconventional phase transition for a 2d dimerized quantum Heisenberg model
F. -J. Jiang
Motivated by the indication of a new critical theory for the spin-1/2 Heisenberg model with a spatially staggered anisotropy on the square lattice as suggested in \cite{Wenzel08},…
A New Method of Calculating the Spin-Wave Velocity of Spin-1/2 Antiferromagnets With Symmetry in a Monte Carlo Simulation
F. -J. Jiang
Motivated by the so-called cubical regime in magnon chiral perturbation theory, we propose a new method to calculate the low-energy constant, namely the spin-wave velocity of s…