DPmoire: A tool for constructing accurate machine learning force fields in moiré systems
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Jiaxuan, Fang, Zhong, Weng, Hongming, Wu, Quansheng |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
High-Chern-number Quantum anomalous Hall insulators in mixing-stacked MnBi$_2$Te$_4$ thin films
by: Li, Jiaheng, et al.
Published: (2025)
by: Li, Jiaheng, et al.
Published: (2025)
Polarization-induced Quantum Spin Hall Insulator and Topological Devices in InAs Quantum Wells
by: Liang, Chenhao, et al.
Published: (2025)
by: Liang, Chenhao, et al.
Published: (2025)
Chern-Selective multi-valley Flat Bands in Twisted Mono-Bilayer and Mono-Trilayer MoTe$_2$
by: Qi, Ziyue, et al.
Published: (2025)
by: Qi, Ziyue, et al.
Published: (2025)
Three-dimensional topological ferroelectrics
by: Sheng, Haohao, et al.
Published: (2026)
by: Sheng, Haohao, et al.
Published: (2026)
Evolution of flat bands in MoSe$_2$/WSe$_2$ moiré lattices: A study combining machine learning and band unfolding methods
by: Yang, Shengguo, et al.
Published: (2024)
by: Yang, Shengguo, et al.
Published: (2024)
Correcting force error-induced underestimation of lattice thermal conductivity in machine learning molecular dynamics
by: Wu, Xiguang, et al.
Published: (2024)
by: Wu, Xiguang, et al.
Published: (2024)
Generic continuum model formalism for moiré superlattice systems
by: Xie, Bo, et al.
Published: (2025)
by: Xie, Bo, et al.
Published: (2025)
Optical excitation of atomic force microscopy cantilever for accurate spectroscopic measurements
by: Miyahara, Yoichi, et al.
Published: (2019)
by: Miyahara, Yoichi, et al.
Published: (2019)
Cyclic and helical symmetry-informed machine learned force fields: Application to lattice vibrations in carbon nanotubes
by: Sharma, Abhiraj, et al.
Published: (2024)
by: Sharma, Abhiraj, et al.
Published: (2024)
Axion insulator, Weyl points, quantum anomalous Hall effect and magnetic topological phase transition in Eu3In2As4
by: Yao, Jingyu, et al.
Published: (2024)
by: Yao, Jingyu, et al.
Published: (2024)
Universal Moiré-Model-Building Method without Fitting: Application to Twisted MoTe$_2$ and WSe$_2$
by: Zhang, Yan, et al.
Published: (2024)
by: Zhang, Yan, et al.
Published: (2024)
Delusive chirality and periodic strain pattern in moiré systems
by: Pásztor, Árpád, et al.
Published: (2023)
by: Pásztor, Árpád, et al.
Published: (2023)
Engineering band structures of two-dimensional materials with remote moire ferroelectricity
by: Ding, Jing, et al.
Published: (2024)
by: Ding, Jing, et al.
Published: (2024)
Nonlinear Hall quantum oscillations to probe topological Brown-Zak fermions in graphene moiré systems
by: Zhong, Jinrui, et al.
Published: (2026)
by: Zhong, Jinrui, et al.
Published: (2026)
Ubiquitous van der Waals altermagnetism with sliding/moire ferroelectricity
by: Sheng, Yuxuan, et al.
Published: (2024)
by: Sheng, Yuxuan, et al.
Published: (2024)
Macroscopic uniform 2D moiré superlattices with controllable angles
by: Zaborski Jr., Gregory, et al.
Published: (2024)
by: Zaborski Jr., Gregory, et al.
Published: (2024)
An active metasurface enhanced with moiré ferroelectricity
by: Kim, Dong Seob, et al.
Published: (2024)
by: Kim, Dong Seob, et al.
Published: (2024)
Hydrostatic Pressure-enhanced correlated magnetism and Chern insulator in moir'e WSe2
by: Jiao, Pengfei, et al.
Published: (2026)
by: Jiao, Pengfei, et al.
Published: (2026)
Atomic relaxation and flat bands in strain-engineered transition metal dichalcogenide bilayer moiré systems
by: Kundu, Sudipta, et al.
Published: (2021)
by: Kundu, Sudipta, et al.
Published: (2021)
Anisotropic moiré band flattening in twisted bilayers of M-valley MXenes
by: Bao, Kejie, et al.
Published: (2024)
by: Bao, Kejie, et al.
Published: (2024)
Geometrical properties of strained and twisted moiré heterostructures
by: Escudero, Federico, et al.
Published: (2025)
by: Escudero, Federico, et al.
Published: (2025)
Unconventional spin texture driven by higher-order spin-orbit interactions
by: Wu, Jiaxuan, et al.
Published: (2025)
by: Wu, Jiaxuan, et al.
Published: (2025)
The interplay of ferroelectricity and magneto-transport in non-magnetic moiré superlattices
by: Jiang, Siqi, et al.
Published: (2025)
by: Jiang, Siqi, et al.
Published: (2025)
Higher order topological defects in a moiré lattice
by: Gambari, Eugenio, et al.
Published: (2024)
by: Gambari, Eugenio, et al.
Published: (2024)
Tunable moiré materials for probing Berry physics and topology
by: Adak, Pratap Chandra, et al.
Published: (2024)
by: Adak, Pratap Chandra, et al.
Published: (2024)
Mapping the moiré potential in multi-layer rhombohedral graphene
by: Seewald, Eric, et al.
Published: (2025)
by: Seewald, Eric, et al.
Published: (2025)
Probing correlations in the exciton landscape of a moiré heterostructure
by: Bange, Jan Philipp, et al.
Published: (2023)
by: Bange, Jan Philipp, et al.
Published: (2023)
Enumeration of spin-space groups: Towards a complete description of symmetries of magnetic orders
by: Jiang, Yi, et al.
Published: (2023)
by: Jiang, Yi, et al.
Published: (2023)
Imaging moiré flat bands and Wigner molecular crystals in twisted bilayer MoTe2
by: Liu, Yufeng, et al.
Published: (2024)
by: Liu, Yufeng, et al.
Published: (2024)
Band structure engineering using a moiré polar substrate
by: Wang, Xirui, et al.
Published: (2024)
by: Wang, Xirui, et al.
Published: (2024)
Layer-dependent electromechanical response in twisted graphene moiré superlattices
by: Zhang, Hanhao, et al.
Published: (2024)
by: Zhang, Hanhao, et al.
Published: (2024)
Commensurate moiré superlattices in anisotropically strained twisted bilayer graphene
by: Mondal, Ayan, et al.
Published: (2026)
by: Mondal, Ayan, et al.
Published: (2026)
Resonant absorption and linear photovoltaic effect in ferroelectric moiré heterostructures
by: Enaldiev, V. V., et al.
Published: (2026)
by: Enaldiev, V. V., et al.
Published: (2026)
Quantum geometric moment encodes stacking order of moiré matter
by: Layek, Surat, et al.
Published: (2025)
by: Layek, Surat, et al.
Published: (2025)
Controlling Umklapp scattering in bilayer graphene moir'e superlattice
by: Jat, Mohit Kumar, et al.
Published: (2023)
by: Jat, Mohit Kumar, et al.
Published: (2023)
Discovering two-dimensional magnetic topological insulators by machine learning
by: Xu, Haosheng, et al.
Published: (2023)
by: Xu, Haosheng, et al.
Published: (2023)
Tunable moiré bandgap in hBN-aligned bilayer graphene device with in-situ electrostatic gating
by: Xiao, Hanbo, et al.
Published: (2024)
by: Xiao, Hanbo, et al.
Published: (2024)
Topological flat bands in a family of multilayer graphene moiré lattices
by: Waters, Dacen, et al.
Published: (2024)
by: Waters, Dacen, et al.
Published: (2024)
Ferroelectric hysteresis in singly aligned graphene-hBN moiré superlattices
by: Tu, Bao Q., et al.
Published: (2026)
by: Tu, Bao Q., et al.
Published: (2026)
Lithography defined semiconductor moires with anomalous in-gap quantum Hall states
by: Pan, Wei, et al.
Published: (2025)
by: Pan, Wei, et al.
Published: (2025)
Similar Items
-
High-Chern-number Quantum anomalous Hall insulators in mixing-stacked MnBi$_2$Te$_4$ thin films
by: Li, Jiaheng, et al.
Published: (2025) -
Polarization-induced Quantum Spin Hall Insulator and Topological Devices in InAs Quantum Wells
by: Liang, Chenhao, et al.
Published: (2025) -
Chern-Selective multi-valley Flat Bands in Twisted Mono-Bilayer and Mono-Trilayer MoTe$_2$
by: Qi, Ziyue, et al.
Published: (2025) -
Three-dimensional topological ferroelectrics
by: Sheng, Haohao, et al.
Published: (2026) -
Evolution of flat bands in MoSe$_2$/WSe$_2$ moiré lattices: A study combining machine learning and band unfolding methods
by: Yang, Shengguo, et al.
Published: (2024)