Cover Image

Emergent Wigner phases in moiré superlattice from deep learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Xiang, Qian, Yubing, Ren, Weiluo, Xu, Yang, Chen, Ji
Format:	Preprint
Published:	2024
Subjects:	Computational Physics Disordered Systems and Neural Networks Strongly Correlated Electrons Chemical Physics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Topological invariant of periodic many body wavefunction from charge pumping simulation
by: Chen, Haoxiang, et al.
Published: (2026)

Probing quantum critical phase from neural network wavefunction
by: Chen, Haoxiang, et al.
Published: (2024)

Projector, Neural, and Tensor-Network Representations of $\mathbb{Z}_N$ Cluster and Dipolar-cluster SPT States
by: Lee, Seungho, et al.
Published: (2026)

Microscopic scale of quantum phase transitions: from doped semiconductors to spin chains, cold gases and moiré superlattices
by: Rogachev, Andrey
Published: (2023)

Simulating moiré quantum matter with neural network
by: Luo, Di, et al.
Published: (2024)

Basis-free neural-network geminal and Jastrow factors for variational Monte Carlo
by: Kessler, Jan, et al.
Published: (2026)

Deep learning quantum Monte Carlo for solids
by: Qian, Yubing, et al.
Published: (2024)

Quantum-Enhanced Neural Exchange-Correlation Functionals
by: Sokolov, Igor O., et al.
Published: (2024)

Average-exact mixed anomalies and compatible phases
by: Xu, Yichen, et al.
Published: (2024)

Nonlinear Dynamics, Avalanches and Noise for Driven Wigner Crystals
by: Reichhardt, C., et al.
Published: (2022)

Reducing the Complexity of Density-Matrix Functionals in a Real-Space-Decomposed DF+RDMF Scheme with the Adaptive Cluster Approximation
by: Tamoev, Konstantin, et al.
Published: (2026)

Design principles of deep translationally-symmetric neural quantum states for frustrated magnets
by: Nutakki, Rajah P., et al.
Published: (2025)

Local noise spectroscopy of Wigner crystals in two-dimensional materials
by: Dolgirev, Pavel E., et al.
Published: (2023)

Is disorder a friend or a foe to melting of Wigner-Mott insulators?
by: Hammam, Mohammed, et al.
Published: (2025)

Incommensurability enabled quasi-fractal order in 1D narrow-band moiré systems
by: Gonçalves, Miguel, et al.
Published: (2023)

Entanglement phases, localization and multifractality of monitored free fermions in two dimensions
by: Chahine, K., et al.
Published: (2023)

Cat states carrying long-range correlations in the many-body localized phase
by: Laflorencie, Nicolas, et al.
Published: (2025)

Dynamical learning and quantum memory with non-Hermitian many-body systems
by: Ivaki, Moein N., et al.
Published: (2025)

Exact Relation Between Wehrl-Rényi Entropy and Many-Body Entanglement
by: Zhang, Pengfei, et al.
Published: (2025)

A simple framework for contrastive learning phases of matter
by: Han, Xiao-Qi, et al.
Published: (2022)

Statistics of systemwide correlations in the random-field XXZ chain: Importance of rare events in the many-body localized phase
by: Colbois, Jeanne, et al.
Published: (2024)

Ground state and excitations of quasiperiodic 1D narrow-band moiré systems: a mean field approach
by: Sobrosa, Nicolau, et al.
Published: (2025)

Bond Additivity and Persistent Geometric Imprints of Entanglement in Quantum Thermalization
by: Zhang, Chun-Yue, et al.
Published: (2026)

Empowering deep neural quantum states through efficient optimization
by: Chen, Ao, et al.
Published: (2023)

Chirality reversal at finite magnetic impurity strength and local signatures of a topological phase transition
by: Xu, Ruiqi, et al.
Published: (2025)

Eigenstate properties of the disordered Bose-Hubbard chain
by: Chen, Jie, et al.
Published: (2021)

Inner structure of the many-body localization transition and the fulfillment of the Harris criterion
by: Chen, Jie, et al.
Published: (2024)

Many-body localization and particle multioccupancy in the disordered Bose-Hubbard model
by: Chen, Jie, et al.
Published: (2025)

Digital Quantum Simulation of Flat-Band and All-Bands-Flat Dynamics for Tunable Quantum Transport
by: Giri, Mrinal Kanti, et al.
Published: (2025)

Universal quantum phase classification on quantum computers from machine learning
by: Ye, Weicheng, et al.
Published: (2025)

Unveiling nonmagnetic phase and many-body entanglement in two-dimensional random quantum magnets Sr$_2$CuTe$_{1-x}$W$_x$O$_6$
by: Wu, Dian, et al.
Published: (2024)

Random singlet-like phase of disordered Hubbard chains
by: Yu, Josephine, et al.
Published: (2022)

Analytical quantification of strongly disordered discrete time crystals
by: Liu, Yang-Ren, et al.
Published: (2025)

Structure-driven phase transitions in paracrystalline topological insulators
by: Regis, Victor, et al.
Published: (2023)

Extended critical phase in quasiperiodic quantum Hall systems
by: Karcher, Jonas F, et al.
Published: (2023)

Neural Network-Augmented Pfaffian Wave-functions for Scalable Simulations of Interacting Fermions
by: Chen, Ao, et al.
Published: (2025)

Modeling Quantum Geometry for Fractional Chern Insulators with unsupervised learning
by: Wu, Ang-Kun, et al.
Published: (2025)

Enhancing Neural-Network Variational Monte Carlo through Basis Transformation
by: Liu, Zhixuan, et al.
Published: (2026)

Teleportation transition of surface codes on a superconducting quantum processor
by: Zou, Yiren, et al.
Published: (2026)

Unusual Coulomb phase physics in the arctic square ice
by: Coraux, Johann, et al.
Published: (2024)