Cover Image

Kinetics of Peierls dimerization transition: Machine learning force-field approach

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Jang, Ho, Yang, Yang, Chern, Gia-Wei
Format:	Preprint
Published:	2025
Subjects:	Statistical Mechanics Strongly Correlated Electrons Chemical Physics Computational Physics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Anomalous coarsening and nonlinear diffusion of kinks in an one-dimensional quasi-classical Holstein model
by: Jang, Ho, et al.
Published: (2025)

Suppressed coarsening after an interaction quench in the Holstein chain
by: Jang, Ho, et al.
Published: (2026)

Pattern formation in charge density wave states after a quantum quench
by: Yang, Lingyu, et al.
Published: (2023)

Machine learning force-field model for kinetic Monte Carlo simulations of itinerant Ising magnets
by: Tyberg, Alexa, et al.
Published: (2024)

Photo-induced pattern formations and melting of charge-density-wave order
by: Yang, Lingyu, et al.
Published: (2024)

Learning Degenerate Manifolds of Frustrated Magnets with Boltzmann Machines
by: Jang, Ho, et al.
Published: (2025)

Numerically "exact" charge transport dynamics in a dissipative electron-phonon model rationalizing the success of the transient localization scenario
by: Janković, Veljko
Published: (2025)

Enhanced coarsening of charge density waves induced by electron correlation: Machine-learning enabled large-scale dynamical simulations
by: Yang, Yang, et al.
Published: (2024)

Ab initio simulations of the thermodynamic properties and phase transition of Fermi systems based on fictitious identical particles and physics-informed neural networks
by: Xiong, Yunuo, et al.
Published: (2024)

One Rudolf Peierls' surprise: the quantum-to-classical transition in the context of solid-state physics
by: Singh, Navinder
Published: (2025)

Coarsening dynamics of Ising-nematic order in a frustrated Heisenberg antiferromagnet
by: Yang, Yang, et al.
Published: (2024)

Quantum computing for chemistry and physics applications from a Monte Carlo perspective
by: Mazzola, Guglielmo
Published: (2023)

Ab initio electron-lattice downfolding: potential energy landscapes, anharmonicity, and molecular dynamics in charge density wave materials
by: Schobert, Arne, et al.
Published: (2023)

Cavity-mediated localization and collective electron correlation phases
by: Sidler, Dominik, et al.
Published: (2026)

Phase-space networks and connectivity of the kagome antiferromagnet
by: Le, Brandon B., et al.
Published: (2026)

Energy landscape of the kagome antiferromagnet: Characterization of multiple energy scales
by: Le, Brandon B., et al.
Published: (2026)

Thermal Quench Dynamics of Visons in Gapless Kitaev Spin Liquid
by: Yang, Yang, et al.
Published: (2024)

Parastatistics revealed: Peierls phase twists and shifted conformal towers in interacting periodic chains
by: Schuricht, D., et al.
Published: (2025)

Machine-learning force-field models for dynamical simulations of metallic magnets
by: Chern, Gia-Wei, et al.
Published: (2026)

Diagnosing phase transitions through time-scale entanglement
by: Rohshap, Stefan, et al.
Published: (2025)

Transformer Learning of Chaotic Collective Dynamics in Many-Body Systems
by: Jang, Ho, et al.
Published: (2026)

Echo State network for coarsening dynamics of charge density waves
by: Dinh, Clement, et al.
Published: (2024)

Accelerating two-dimensional tensor network optimization by preconditioning
by: Zhang, Xing-Yu, et al.
Published: (2025)

Temporal entanglement transition in chaotic quantum many-body dynamics
by: Vilkoviskiy, Ilya, et al.
Published: (2025)

Out-of-time-order correlators in electronic structure using Quantum Computers
by: Joven, K. J., et al.
Published: (2024)

Graph neural network force fields for adiabatic dynamics of lattice Hamiltonians
by: Fan, Yunhao, et al.
Published: (2026)

Complete finite-size scaling theory of Renyi thermal entropy for second, first and weak first order quantum phase transitions
by: Wang, Zhe, et al.
Published: (2025)

Postselection-free approach to monitored quantum dynamics and entanglement phase transitions
by: Pöyhönen, Kim, et al.
Published: (2024)

Machine learning nonequilibrium phase transitions in charge-density wave insulators
by: Fan, Yunhao, et al.
Published: (2026)

Breakdown of the thermodynamic limit in quantum spin and dimer models
by: Shah, Jeet, et al.
Published: (2025)

Robust analytic continuation using sparse modeling approach imposed by semi-positive definiteness for multi-orbital systems
by: Motoyama, Yuichi, et al.
Published: (2024)

Thermal stability originates the vanishing of the specific heats at the absolute zero
by: Martín-Olalla, et al.
Published: (2025)

Thermodynamic properties of the macroscopically degenerate tetramer-dimer phase of the spin-1/2 Heisenberg model on the diamond-decorated square lattice
by: Karlova, Katarina, et al.
Published: (2024)

Solvable entanglement dynamics in quantum circuits with generalized space-time duality
by: Liu, Chuan, et al.
Published: (2023)

Analysis of Pseudo-Random Number Generators in QMC-SSE Method
by: Liu, Dong-Xu, et al.
Published: (2024)

Uncovering Quantum Many-body Scars with Quantum Machine Learning
by: Feng, Jiajin, et al.
Published: (2024)

Field-induced Peierls phase in $S=1$ Heisenberg spins coupled to quantum phonons
by: Cui, Shifeng, et al.
Published: (2024)

Transient selection of competing order in frustrated spin Peierls systems after a quench
by: Zhou, Jing, et al.
Published: (2024)

Tunable topological protection in Rydberg lattices via a novel quantum Monte Carlo approach
by: Patil, Pranay, et al.
Published: (2025)

Process-tensor approach to full counting statistics of charge transport in quantum many-body circuits
by: Yadalam, Hari Kumar, et al.
Published: (2026)