Cover Image

Comment on "Spin-1/2 Kagome Heisenberg Antiferromagnet: Machine Learning Discovery of the Spinon Pair-Density-Wave Ground State"

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kamal, Helia, Kufel, Dominik, Vu, DinhDuy, Laumann, Chris R., Yao, Norman Y.
Format:	Preprint
Published:	2026
Subjects:	Strongly Correlated Electrons Disordered Systems and Neural Networks Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Optimizing the dynamical preparation of quantum spin lakes on the ruby lattice
by: Vu, DinhDuy, et al.
Published: (2025)

Approximately-symmetric neural networks for quantum spin liquids
by: Kufel, Dominik S., et al.
Published: (2024)

Interaction-enhanced many body localization in a generalized Aubry-Andre model
by: Huang, Ke, et al.
Published: (2023)

Statistics of noninteracting many-body fermionic states: The question of a many-body mobility edge
by: Huang, Ke, et al.
Published: (2023)

From Thermalization to Multifractality: Spin-Spin Correlation in Disordered $SU(2)$-Invariant 1D Heisenberg Spin Chains
by: Giri, Debasmita, et al.
Published: (2025)

Strong Disorder Renormalization Group Method for Bond Disordered Antiferromagnetic Quantum Spin Chains with Long Range Interactions: Ground State Properties
by: Kettemann, Stefan
Published: (2025)

Antiferromagnetic order enhanced by local dissipation
by: Bouverot-Dupuis, Oscar, et al.
Published: (2023)

Nematic Ordering in the Heisenberg Spin-Glass System in d=3 Dimensions
by: Tunca, Egemen, et al.
Published: (2022)

Universal Spin Models are Universal Approximators in Machine Learning
by: Reinhart, Tobias, et al.
Published: (2025)

Ground States of the Mean-Field Spin Glass with 3-Spin Couplings
by: Boettcher, Stefan, et al.
Published: (2025)

Graph-Theoretic Analysis of Phase Optimization Complexity in Variational Wave Functions for Heisenberg Antiferromagnets
by: Shamim, Mahmud Ashraf, et al.
Published: (2026)

Spectral and Entanglement Properties of the Random Exchange Heisenberg Chain
by: Gao, Yilun, et al.
Published: (2024)

Spin squeezing in an ensemble of nitrogen-vacancy centers in diamond
by: Wu, Weijie, et al.
Published: (2025)

Ferromagnetic and Spin-Glass Finite-Temperature Order but no Antiferromagnetic Order in the d=1 Ising Model with Long-Range Power-Law Interactions
by: Artun, E. Can, et al.
Published: (2025)

Exact Ground States of Two Dimensional $\pm J$ Spin Glasses
by: Song, Chaoming
Published: (2025)

Semiclassical picture of the Heisenberg spin glass in two dimensions: from weak localization to hydrodynamics
by: Bracci-Testasecca, Giacomo, et al.
Published: (2026)

Theory of Scalable Spin Squeezing with Disordered Quantum Dipoles
by: Kaplan-Lipkin, Avi, et al.
Published: (2025)

Disorder free many-body localization transition in two quasiperiodically coupled Heisenberg spin chains
by: Gunawardana, K. G. S. H., et al.
Published: (2024)

Impact of Stealthy Hyperuniform Magnetic Impurity Configurations on Bulk Magnetism in a Two-dimensional Heisenberg Model
by: Asakura, K., et al.
Published: (2026)

Discovery of Spin-Crossover Candidates with Equivariant Graph Neural Networks and Relevance-Based Classification
by: Albavera-Mata, Angel, et al.
Published: (2025)

Pattern Expansion of Spin Glasses
by: Shen, Mutian, et al.
Published: (2026)

Antiferromagnetic Barkhausen noise induced by weak random-field disorder
by: Tadic, Bosiljka
Published: (2026)

Nonreciprocal Spin-Glass Transition and Aging
by: Lorenzana, Giulia Garcia, et al.
Published: (2024)

Spin Glasses: Disorder, Frustration, and Nonequilibrium Complexity
by: Tahriri, Naeimeh, et al.
Published: (2025)

The Cavity Approach to Parallel Dynamics of Ising Spins on a Graph
by: Neri, I., et al.
Published: (2009)

Driven and Non-Driven Surface Chaos in Spin-Glass Sponges
by: Pektaş, Yiğit Ertaç, et al.
Published: (2023)

A Spin model for global flat-foldability of random origami
by: Nakajima, Chihiro
Published: (2024)

Overlap Gap and Computational Thresholds in the Square Wave Perceptron
by: Benedetti, Marco, et al.
Published: (2025)

A Complex Network Analysis on The Eigenvalue Spectra of Random Spin Systems
by: Xue, Qiaomu, et al.
Published: (2023)

Variational Monte Carlo (VMC) with row-update Projected Entangled-Pair States (PEPS) and its applications in quantum spin glasses
by: Chen, Tao, et al.
Published: (2026)

Rashba Spin-Orbit Coupling and Nonlocal Correlations in Disordered 2D Systems
by: Li, Yongtai, et al.
Published: (2025)

Spin glasses and the Parisi formula
by: Mourrat, Jean-Christophe
Published: (2025)

Local Density of States as a Probe of Multifractality in Quasiperiodic Moiré Materials
by: Oliveira, Ricardo, et al.
Published: (2025)

Unlearning regularization for Boltzmann Machines
by: Ventura, Enrico, et al.
Published: (2023)

Localization and Dynamics in One-dimensional and Two-dimensional Gaussian Disordered Quantum Spin Systems
by: Guo, Dongyan, et al.
Published: (2024)

An Exactly Solvable Model of Randomly Pinned Charge Density Waves in Two Dimensions
by: O'Brien, Matthew C., et al.
Published: (2023)

Local Density of States Correlations in the Lévy-Rosenzweig-Porter random matrix ensemble
by: Lunkin, A. V., et al.
Published: (2024)

Ground State Excitations and Energy Fluctuations in Short-Range Spin Glasses
by: Newman, C. M., et al.
Published: (2025)

The Accuracy and Performance Analysis of the 1/t Wang-Landau Algorithm in the Joint Density of States Estimation
by: Egorov, Vladislav, et al.
Published: (2024)

Interplay of Quantum and Thermal Fluctuations in Two-Dimensional Randomly Pinned Charge Density Waves
by: O'Brien, Matthew C., et al.
Published: (2024)