Cover Image

Machine-Learned Hamiltonians for Quantum Transport Simulation of Valence Change Memories

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xia, Chen Hao, Kaniselvan, Manasa, Mladenoivić, Marko, Luisier, Mathieu
Format:	Preprint
Published:	2026
Subjects:	Disordered Systems and Neural Networks Mesoscale and Nanoscale Physics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Learning the Electronic Hamiltonian of Large Atomic Structures
by: Xia, Chen Hao, et al.
Published: (2025)

Quantum Transport Reservoir Computing
by: Jing, Yecheng, et al.
Published: (2025)

Machine Learning the Disorder Landscape of Majorana Nanowires
by: Taylor, Jacob R., et al.
Published: (2023)

Three-Dimensional Quantum Hall Effect in Topological Amorphous Metals
by: Wang, Jiong-Hao, et al.
Published: (2023)

Hamiltonian learning with real-space impurity tomography in topological moire superconductors
by: Khosravian, Maryam, et al.
Published: (2023)

Quantum Metric Localization and Quantum Metric Protection
by: Dai, Wen-Bo, et al.
Published: (2026)

Transport in close-packed solids with stacking defects
by: Wilson, C. M., et al.
Published: (2026)

Observation of Erratic Non-Hermitian Skin Localization and Transport
by: Zhong, Jia-Xin, et al.
Published: (2026)

High-energy Landau levels in graphene beyond nearest-neighbor hopping processes: Corrections to the effective Dirac Hamiltonian
by: Vidarte, Kevin J. U., et al.
Published: (2022)

Learning Hamiltonians for solid-state quantum simulators
by: Pawłowski, Jarosław, et al.
Published: (2026)

Extrinsic Orbital Hall Effect: Orbital Skew Scattering and Crossover Between Diffusive and Intrinsic Orbital Transport
by: Veneri, Alessandro, et al.
Published: (2024)

Quantum Criticality in Monolayer Amorphous Carbon
by: SK, Rejaul, et al.
Published: (2026)

Quantum Phase Transitions and Dynamics in Perturbed Flatbands
by: Lee, Sanghoon
Published: (2024)

Quantum localization in incommensurate tight-binding chains
by: Dyrseth, C. J., et al.
Published: (2025)

Exciton Diffusion in a Quantum Dot Ensemble
by: Kawa, Karol, et al.
Published: (2023)

Linear Scaling Quantum Transport Methodologies
by: Fan, Zheyong, et al.
Published: (2018)

Quantum Critical Dynamics Induced by Topological Zero Modes
by: Komissarov, Ilia, et al.
Published: (2025)

Percolation from Quantum Metric in Flat-Band Delocalization
by: Yin, Bo, et al.
Published: (2026)

Scaling of the Integrated Quantum Metric in Disordered Topological Phases
by: Romeral, Jorge Martínez, et al.
Published: (2024)

Quantum skyrmion dynamics studied by neural network quantum states
by: Joshi, Ashish, et al.
Published: (2024)

The Bott Metric: A Real-Space Bridge Between Topology and Quantum Metric
by: Chatterjee, Kaustav, et al.
Published: (2026)

Direct vs. Indirect Measurement of the Effective Electronic Temperature in Quantum Dot Solids
by: Kompatscher, Anton, et al.
Published: (2025)

Scattering Expansion for Localization in One Dimension: from Disordered Wires to Quantum Walks
by: Culver, Adrian B., et al.
Published: (2022)

Quantum dynamics of monitored free fermions: Evolution of quantum correlations and scaling at measurement-induced phase transition
by: Poboiko, Igor, et al.
Published: (2025)

Disordered Parity Anomalous Semimetal
by: Bi, Shi-Hao, et al.
Published: (2024)

Observation of Impurity-Induced Scale-Free Localization in a Disordered Non-Hermitian Electrical Circuit
by: Wang, Hao, et al.
Published: (2025)

Quantum transport reveals spin glass correlations in a 2D network of TbPc$_{2}$ single-molecule magnets grafted on graphene
by: Wu, Nianjheng, et al.
Published: (2026)

Vision transformer based Deep Learning of Topological indicators in Majorana Nanowires
by: Taylor, Jacob R., et al.
Published: (2024)

Adversarial Hamiltonian learning of quantum dots in a minimal Kitaev chain
by: Koch, Rouven, et al.
Published: (2023)

Real space quantum metric of solids
by: Oliveira, Lucas A., et al.
Published: (2024)

Intrinsic (Axion) Statistical Topological Insulator
by: Chen, Xi, et al.
Published: (2024)

Impact of random impurities on the anomalous Hall effect in chiral superconductors
by: Liu, Hao-Tian, et al.
Published: (2022)

Realization of staircase topological Anderson phase transitions
by: Mannai, Marwa, et al.
Published: (2026)

Machine Learning-Enhanced Characterisation of Structured Spectral Densities: Leveraging the Reaction Coordinate Mapping
by: Barr, Jessica, et al.
Published: (2025)

Quantum linear algebra for disordered electrons
by: Chen, Jielun, et al.
Published: (2024)

AI-enhanced tuning of quantum dot Hamiltonians toward Majorana modes
by: Krawczyk, Mateusz, et al.
Published: (2026)

Quantized Transport of $ν= 2/3$ Fractional Quantum Hall Edge with Disordered Superconducting Proximity
by: Tam, Pok Man, et al.
Published: (2025)

Validation Workflow for Machine Learning Interatomic Potentials for Complex Ceramics
by: Ghaffari, Kimia, et al.
Published: (2024)

Magnetic vortex writing and local reversal seeding in artificial spin-vortex ice via all-optical and surface-probe control
by: Holder, Holly, et al.
Published: (2025)

Fermi energy sensitive universal conductance fluctuations in anisotropic materials
by: Yang, Qiang, et al.
Published: (2025)