Machine learning of phases and structures for model systems in physics

D Bayo, B Çivitcioğlu, JJ Webb, A Honecker… - Journal of the Physical …, 2025 - journals.jps.jp
The detection of phase transitions is a fundamental challenge in condensed matter physics,
traditionally addressed through analytical methods and direct numerical simulations. In …

Tensor network simulation for the frustrated Ising model on the square lattice

H Li, LP Yang - Physical Review E, 2021 - APS
By using extensive tensor network calculations, we map out the phase diagram of the
frustrated J 1-J 2 Ising model on the square lattice. In particular, we focus on the cases with …

Frustrated Ising model with competing interactions on a square lattice

JH Lee, SY Kim, JM Kim - Physical Review B, 2024 - APS
The Ising model with nearest-neighbor and next-nearest-neighbor interactions of the
coupling constants J 1 and J 2, respectively, is investigated on a square lattice. For J 1= 2 …

Thermodynamic, critical properties and phase transitions of the Ising model on a square lattice with competing interactions

MK Ramazanov, AK Murtazaev… - Solid State …, 2016 - Elsevier
The thermodynamic and critical properties, and phase transitions of two-dimensional Ising
model on a square lattice with competing interactions are investigated by the Monte Carlo …

Critical properties of the two-dimensional Ising model on a square lattice with competing interactions

AK Murtazaev, MK Ramazanov, MK Badiev - Physica B: Condensed Matter, 2015 - Elsevier
The critical properties of two-dimensional (2D) square lattice Ising model with next-nearest-
neighbor interactions are investigated by the replica Monte Carlo method. Estimations are …

Location of the Potts-critical end point in the frustrated Ising model on the square lattice

A Kalz, A Honecker - Physical Review B—Condensed Matter and Materials …, 2012 - APS
We report on Monte Carlo simulations for the two-dimensional frustrated J 1-J 2 Ising model
on the square lattice. Recent analysis has shown that for the phase transition from the …

Phase diagram of the Ising square lattice with competing interactions

A Kalz, A Honecker, S Fuchs, T Pruschke - The European Physical …, 2008 - Springer
We restudy the phase diagram of the 2D-Ising model with competing interactions J 1 on
nearest neighbour and J 2 on next-nearest neighbour bonds via Monte-Carlo simulations …

Analysis of the phase transition for the Ising model on the frustrated square lattice

A Kalz, A Honecker, M Moliner - Physical Review B—Condensed Matter and …, 2011 - APS
We analyze the phase transition of the frustrated J 1-J 2 Ising model with antiferromagnetic
nearest-and strong next-nearest-neighbor interactions on the square lattice. Using extensive …

Weak first-order phase transitions in the frustrated square lattice classical Ising model

AA Gangat - Physical Review B, 2024 - APS
The classical J 1− J 2 Ising model on the square lattice is a minimal model of frustrated
magnetism whose phase boundaries have remained under scrutiny for decades. Signs of …

Numerical simulation of a two-dimensional Blume-Capel ferromagnet in an oscillating magnetic field with a constant bias

C Mendes, GM Buendía, PA Rikvold - Physical Review E, 2024 - APS
We perform a numerical study of the kinetic Blume-Capel (BC) model to find if it exhibits the
metamagnetic anomalies previously observed in the kinetic Ising model for supercritical …