J. Peng

activity

20192022

most citedMachine learning phases of an Abelian gauge theory

6 citations · 14 across the 8 of their papers we have counts for

collaborators

Showing 2022Show all

3 papers · 1 filter

hep-lat2022★ 6 cited

Machine learning phases of an Abelian gauge theory

Jhao-Hong Peng, Yuan-Heng Tseng, Fu-Jiun Jiang

The phase transition of the two-dimensional $U (1)$ quantum link model on the triangular lattice is investigated by employing a supervised neural network (NN) consisting of only one…

cond-mat.stat-mech2022

Unexpected results of the phase transitions of four-state Potts model on the square and the honeycomb lattices

Jhao-Hong Peng, Fu-Jiun Jiang

It is widely believed that the phase transition for the four-state ferromagnetic Potts model on the square lattice is of the pseudo-first order. Specifically, it is expected that f…

cond-mat.str-el2022

Evidence of anomalous Curie constants for nonmagnetic impurities in a critical 2-dimensional $J Q_{3}$ model on the honeycomb lattice

L. -W. Huang, J-H. Peng, F. -J. Jiang

The Curie constants $C^{*} = lim_{T \to 0} T χ_{imp}$ of a spin-1/2 and a spin-1 impurities are calculated using the quantum Monte Carlo simulations. Here the impurity…

Machine learning phases of an Abelian gauge theory

Unexpected results of the phase transitions of four-state Potts model on the square and the honeycomb lattices

Evidence of anomalous Curie constants for nonmagnetic impurities in a critical 2-dimensional JQ3​ model on the honeycomb lattice

Evidence of anomalous Curie constants for nonmagnetic impurities in a critical 2-dimensional $J Q_{3}$ model on the honeycomb lattice