Cover Image

Deep Learning Accelerated First-Principles Quantum Transport Simulations at Nonequilibrium State

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Tang, Zili, Xie, Xiaoxin, Yao, Guanwen, Zhang, Ligong, Liu, Xiaoyan, Zhang, Xing, Fei, Liu
Format:	Preprint
Published:	2025
Subjects:	Mesoscale and Nanoscale Physics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

First Principles Study of Electronic Structure and Transport in Graphene Grain Boundaries
by: Lorentzen, Aleksander Bach, et al.
Published: (2024)

A New Direction for First-Principles Device Simulations
by: Kim, Yong-Hoon, et al.
Published: (2024)

Deep Learning Accelerated Quantum Transport Simulations in Nanoelectronics: From Break Junctions to Field-Effect Transistors
by: Zou, Jijie, et al.
Published: (2024)

Dissipation-Shaped Quantum Geometry in Nonlinear Transport
by: Guo, Zhichao, et al.
Published: (2025)

First-Principles Nanocapacitor Simulations of the Optical Dielectric Constant in Water Ice
by: Mannino, Anthony, et al.
Published: (2025)

A Clarification on Quantum-Metric-Induced Nonlinear Transport
by: Qiang, Xiao-Bin, et al.
Published: (2025)

Nonequilibrium mean-field approach for quantum transport with off-diagonal disorder
by: Cui, Rongjie, et al.
Published: (2025)

Thermodynamic Geometry of Nonequilibrium Fluctuations in Cyclically Driven Transport
by: Wang, Zi, et al.
Published: (2023)

ELEQTRONeX: A GPU-Accelerated Exascale Framework for Non-Equilibrium Quantum Transport in Nanomaterials
by: Sawant, Saurabh, et al.
Published: (2024)

Dissipation Enhanced Unidirectional Transport in Topological Systems
by: Lu, Ming, et al.
Published: (2023)

Exciton Transport Coherent with Upper and Lower Polaritons
by: Liu, Jingyu, et al.
Published: (2024)

Structure Phase Change Induced by Nonequilibrium Effects in Molecular Scale Junctions
by: Wang, Hao, et al.
Published: (2024)

Thermal Casimir Force Imaging of Nonequilibrium Hot Electrons
by: Lu, Weikang, et al.
Published: (2026)

The General Principle behind Magnetization-induced Second-Order Topological Corner States in the Kane-Mele Model
by: Miao, Cheng-Ming, et al.
Published: (2024)

Negative Electronic Friction and Non-Markovianity in Nonequilibrium Quantum Systems
by: Preston, Riley J., et al.
Published: (2026)

Nonequilibrium effects in spin-torque oscillators
by: Gunnink, Pieter M., et al.
Published: (2025)

Nonequilibrium Exchange Nonlinear Hall Effect
by: Tan, John, et al.
Published: (2025)

Reinterpreting Memory Effects in Nonequilibrium Systems: From Temporal Dynamics to Steady-State Signatures via NEGF
by: Chaudhary, Pragya
Published: (2026)

Fermionic Quantum Simulation on Andreev Bound State Superlattices
by: Johannsen, Peter D., et al.
Published: (2024)

Predicting the Thermal Conductivity Collapse in SWCNT Bundles: The Interplay of Symmetry Breaking and Scattering Revealed by Machine-Learning-Driven Quantum Transport
by: Tao, Feng, et al.
Published: (2025)

Fractal Quantum Transport on MoS2 Superlattices: a System with Tunable Symmetry
by: Garcia-Ruiz, Aitor, et al.
Published: (2024)

The Impact of Geometric Blockade on Thermoelectric Transport in Triangular Triple Quantum Dots
by: Dong, Shuo, et al.
Published: (2026)

Fully First-Principles Approach in Studying Topological Magnons
by: Liu, Xiaoqiang, et al.
Published: (2025)

Mechanistic Insight into BEOL Thermal Transport via Optical Metrology and Multiphysics Simulation
by: Shen, Yang, et al.
Published: (2025)

Nonequilibrium steady-state thermoelectrics of Kondo-correlated quantum dots
by: Manaparambil, Anand, et al.
Published: (2024)

Temperature-Stable Tunneling Current in Serial Double Quantum Dots: Insights from Nonequilibrium Green Functions and Pauli Spin Blockade
by: Kuo, David M T
Published: (2024)

Dimensionality-Driven Anomalous Metallic State with Zero-field Nonreciprocal Transport in Layered Ising Superconductors
by: Cui, Yanwei, et al.
Published: (2025)

CDW Gap Collapse and Weyl State Restoration in (TaSe4)2I via Coherent Phonons: A First-Principles Study
by: Jiang, Tao, et al.
Published: (2026)

Voltage-Tunable Nonequilibrium Dispersion Interactions
by: Little, Christine M. E., et al.
Published: (2026)

Unified Semiclassical Theory of Nonlinear Hall Effect:Bridging Ballistic and Diffusive Transport Regime
by: Liu, Xinyu, et al.
Published: (2025)

Bilayer Excitons in the Laughlin Fractional Quantum Hall State
by: Nguyen, Ron Q., et al.
Published: (2024)

Nonequilibrium transport in epitaxial CsPbBr3 single crystals
by: Saris, Seryio, et al.
Published: (2026)

Nonequilibrium Green's Function Formalism Applicable to Discrete Impurities in Semiconductor Nanostructures
by: Sano, Nobuyuki
Published: (2025)

Current-Induced Circular Dichroism on Metallic Surfaces: A First-Principles Study
by: Mahfouzi, Farzad, et al.
Published: (2024)

Spin Relaxation and Diffusion in Monolayer 1T'-WTe$_2$ from First-Principles
by: Xu, Junqing, et al.
Published: (2024)

Observation of Cavity-Mediated Nonlinear Landau Fan and Modified Landau Level Degeneracy in Graphene Quantum Transport
by: Xue, Hongxia, et al.
Published: (2025)

Quantum Sensing of Broadband Spin Dynamics and Magnon Transport in Antiferromagnets
by: Melendez, Alex Lee, et al.
Published: (2024)

Unambiguous Simulation of Diffusive Charge Transport in Disordered Nanoribbons
by: Veiga, H. P., et al.
Published: (2023)

Conservation in High-field Quantum Transport
by: Das, Mukunda P., et al.
Published: (2025)

Training for Transport and Localization in Quantum System
by: Mukhopadhyay, Madhuri
Published: (2025)