Cover Image

Learning Degenerate Manifolds of Frustrated Magnets with Boltzmann Machines

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Jang, Ho, Glass, Jackson C., Chern, Gia-Wei
Format:	Preprint
Published:	2025
Subjects:	Strongly Correlated Electrons Statistical Mechanics Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

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

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

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

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

Kinetics of Peierls dimerization transition: Machine learning force-field approach
by: Jang, Ho, et al.
Published: (2025)

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

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)

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

Unveiling Magnetic Frustration via the Elastocaloric Effect
by: Andrade, Eric C., et al.
Published: (2026)

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

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

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

Frustrated spin models on two- and three-dimensional decorated lattices with high residual entropy
by: Dmitriev, D. V., et al.
Published: (2026)

Frustration-driven topological textures on the honeycomb lattice: antiferromagnetic meron-antimeron and skyrmion crystals emerging from spiral spin liquids
by: Mohylna, M., et al.
Published: (2025)

Machine Learning Force-Field Approach for Itinerant Electron Magnets
by: Zhang, Sheng, et al.
Published: (2025)

Magnetocaloric Effect of Topological Excitations in Kitaev Magnets
by: Li, Han, et al.
Published: (2024)

Quantum Coherence of Topologically Frustrated Spin Chains
by: Kožić, S. B., et al.
Published: (2025)

Magnetic properties of ferro-antiferromagnetic spin triangle chain
by: Dmitriev, D. V., et al.
Published: (2023)

Magnetic order and novel quantum criticality in the strongly interacting quasicrystals
by: Zhang, Cong, et al.
Published: (2025)

Higher-Rank Spin Liquids and Spin Nematics from Competing Orders in Pyrochlore Magnets
by: Francini, Niccolò, et al.
Published: (2024)

Magnetic properties of the spiral spin liquid and surrounding phases in the square lattice XY model
by: Gonzalez, Matías G., et al.
Published: (2024)

Magnetic Phase Transitions and Mixed Spin in Double Perovskite $Sr_{2}FeMoO_{6}$
by: Khaireddine, Said, et al.
Published: (2025)

1/9 Magnetization Plateau in a Classical Kagome Ising Ferromagnet with Competing Further-Neighbor Interactions
by: Guan, Yixin, et al.
Published: (2026)

Symmetry, Superposition and Fragmentation in Classical Spin Liquids: A General Framework and Applications to Square Kagome Magnets
by: Yogendra, K. B., et al.
Published: (2024)

Coarsening of chiral domains in itinerant electron magnets: A machine learning force field approach
by: Fan, Yunhao, et al.
Published: (2024)

Magnetization plateaus and enhanced magnetocaloric effect of a spin-1/2 Ising-Heisenberg and Heisenberg double sawtooth ladder with four-spin interaction
by: Zad, Hamid Arian, et al.
Published: (2023)

Magnetization plateaus, spin-canted orders and field-induced transitions in a spin-1/2 Heisenberg antiferromagnet on a distorted diamond-decorated honeycomb lattice
by: Karlova, Katarina, et al.
Published: (2026)

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

Collapsing Behavior of the Ferrimagnetic Ground State of the $S=1/2$ Heisenberg Antiferromagnet on the Lieb Lattice due to Frustration
by: Furuchi, Rito, et al.
Published: (2024)

Spectroscopic Feature of Quantum Many-Body Scar States
by: Wei, Wenjie, et al.
Published: (2024)

Thermal Tensor Network Simulations of Lattice Fermions with Fixed Filling
by: Li, Qiaoyi, et al.
Published: (2025)

TensorKrowch: Smooth integration of tensor networks in machine learning
by: Monturiol, José Ramón Pareja, et al.
Published: (2023)

Boosting quantum Monte Carlo and alleviating sign problem by Gutzwiller projection
by: Chang, Wei-Xuan, et al.
Published: (2023)

Eigenstate plateau transition and equilibration in 1D quantum lattice models
by: Li, Wei-Han, et al.
Published: (2024)

Fragile magnetic order in metallic quasicrystals
by: Araújo, Ronaldo N., et al.
Published: (2023)

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

Equivariant Neural Networks for Force-Field Models of Lattice Systems
by: Fan, Yunhao, et al.
Published: (2026)

Partial magnetic order in kagome spin ice
by: Andrade, Eric C., et al.
Published: (2023)