Saved in:
| Main Authors: | Gao, Hongyu, Zhu, Minghe, Ma, Jia, Honecker, Marc, Li, Kexian |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2503.19805 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Probing Non-Equilibrium Grain Boundary Dynamics with XPCS and Domain-Adaptive Machine Learning
by: Cheng, Mouyang, et al.
Published: (2026)
by: Cheng, Mouyang, et al.
Published: (2026)
Brittleness of metallic glasses dictated by their state at the fragile-to-strong transition temperature
by: Atila, Achraf, et al.
Published: (2024)
by: Atila, Achraf, et al.
Published: (2024)
Time-Resolved Photoemission Spectroscopy of Quantum Materials Using High Harmonic Generation: Probing Electron-Phonon Interactions and Non-Equilibrium Dynamics
by: Suzuki, Takeshi, et al.
Published: (2025)
by: Suzuki, Takeshi, et al.
Published: (2025)
Harnessing Machine Learning for Quantum-Accurate Predictions of Non-Equilibrium Behavior in 2D Materials
by: Zhang, Yue, et al.
Published: (2025)
by: Zhang, Yue, et al.
Published: (2025)
Nanomechanics of Shear Rate-Dependent Stiffening in Micellar Electrically Conductive Polymers
by: Wang, Jingchen, et al.
Published: (2025)
by: Wang, Jingchen, et al.
Published: (2025)
Advanced Langevin thermostats: Properties, extensions to rheology, and a lean momentum-conserving approach
by: Agarwal, Shubham, et al.
Published: (2025)
by: Agarwal, Shubham, et al.
Published: (2025)
Polarization Dynamics in Ferroelectrics: Insights Enabled by Machine Learning Molecular Dynamics
by: Bai, Dongyu, et al.
Published: (2026)
by: Bai, Dongyu, et al.
Published: (2026)
Dynamic Viscosity of the ABC-stacked Multilayer Graphene in the Collisionless Regime
by: Chen, Weiwei, et al.
Published: (2024)
by: Chen, Weiwei, et al.
Published: (2024)
Revealing Nanoscale Molecular Organization in Liquid Crystals via Cryogenic Atom Probe Tomography
by: Meng, Kuan, et al.
Published: (2025)
by: Meng, Kuan, et al.
Published: (2025)
When Is Structural Lubricity Load Independent? The Role of Contact Geometry and Elastic Compliance
by: Gao, Hongyu
Published: (2026)
by: Gao, Hongyu
Published: (2026)
Shear-enhanced Liquid Crystal Spinning of Conjugated Polymer Fibers
by: Jiang, Hao, et al.
Published: (2024)
by: Jiang, Hao, et al.
Published: (2024)
Scaling of Structure and Dynamics in Molecular Liquids: Insights from Pressure Experiments and Molecular Dynamics
by: Lørup, Erik
Published: (2025)
by: Lørup, Erik
Published: (2025)
Polaron Transport in TiO$_{2}$ from Machine Learning Molecular Dynamics
by: Ahart, Christian S., et al.
Published: (2026)
by: Ahart, Christian S., et al.
Published: (2026)
Machine Learning Accelerates Raman Computations from Molecular Dynamics for Materials Science
by: Egger, David A., et al.
Published: (2025)
by: Egger, David A., et al.
Published: (2025)
Decoupling Intrinsic Molecular Efficacy from Platform Effects: An Interpretable Machine Learning Framework for Unbiased Perovskite Passivator Discovery
by: Zhang, Jing, et al.
Published: (2026)
by: Zhang, Jing, et al.
Published: (2026)
Probing Charge Dynamics in Amorphous Oxide Semiconductors by Time-of-flight Microwave Impedance Microscopy
by: Yu, Jia, et al.
Published: (2024)
by: Yu, Jia, et al.
Published: (2024)
Dynamic Training Enhances Machine Learning Potentials for Long-Lasting Molecular Dynamics
by: Žugec, Ivan, et al.
Published: (2025)
by: Žugec, Ivan, et al.
Published: (2025)
Machine Learning the Energetics of Electrified Solid/Liquid Interfaces
by: Bergmann, Nicolas, et al.
Published: (2025)
by: Bergmann, Nicolas, et al.
Published: (2025)
Advancing Nonadiabatic Molecular Dynamics Simulations for Solids: Achieving Supreme Accuracy and Efficiency with Machine Learning
by: Zhang, Changwei, et al.
Published: (2024)
by: Zhang, Changwei, et al.
Published: (2024)
Incongruent Melting and Phase Diagram of SiC from Machine Learning Molecular Dynamics
by: Xie, Yu, et al.
Published: (2025)
by: Xie, Yu, et al.
Published: (2025)
Descriptor and Graph-based Molecular Representations in Prediction of Copolymer Properties Using Machine Learning
by: Kazemi-Khasragh, Elaheh, et al.
Published: (2025)
by: Kazemi-Khasragh, Elaheh, et al.
Published: (2025)
Understanding Magnesium Dissolution through Machine Learn-ing Molecular Dynamics
by: Liu, Zhoulin, et al.
Published: (2025)
by: Liu, Zhoulin, et al.
Published: (2025)
Dynamical Classification of Supercooled Liquids: Critical Cooling Rates and Entropic Signatures
by: Zhang, B, et al.
Published: (2025)
by: Zhang, B, et al.
Published: (2025)
Active Learning for Predicting the Enthalpy of Mixing inBinary Liquids Based on Ab Initio Molecular Dynamics
by: Bizot, Quentin, et al.
Published: (2025)
by: Bizot, Quentin, et al.
Published: (2025)
INN-FF: A Scalable and Efficient Machine Learning Potential for Molecular Dynamics
by: Mehereen, Taskin, et al.
Published: (2025)
by: Mehereen, Taskin, et al.
Published: (2025)
Electric-Field Driven Nuclear Dynamics of Liquids and Solids from a Multi-Valued Machine-Learned Dipolar Model
by: Stocco, Elia, et al.
Published: (2025)
by: Stocco, Elia, et al.
Published: (2025)
Accurate Description of Ion Migration in Solid-State Ion Conductors from Machine-Learning Molecular Dynamics
by: Miyagawa, Takeru, et al.
Published: (2024)
by: Miyagawa, Takeru, et al.
Published: (2024)
Competing Hydrogenation Pathways to Metastable CaH$_6$ Revealed by Machine-Learning-Potential Molecular Dynamics
by: Sato, Ryuhei, et al.
Published: (2026)
by: Sato, Ryuhei, et al.
Published: (2026)
Stable Machine Learning Potentials for Liquid Metals via Dataset Engineering
by: Tai, Alex, et al.
Published: (2026)
by: Tai, Alex, et al.
Published: (2026)
Is Ultralow Friction on Graphite Sustainable in Contaminated Environments?
by: Gao, Hongyu, et al.
Published: (2024)
by: Gao, Hongyu, et al.
Published: (2024)
Machine Learning Interatomic Potentials Enable Molecular Dynamics Simulations of Doped MoS2
by: Faiyad, Abrar, et al.
Published: (2025)
by: Faiyad, Abrar, et al.
Published: (2025)
A Comparative Study of Molecular Dynamics Approaches for Simulating Ionic Conductivity in Solid Lithium Electrolytes
by: Kabakibo, Dounia Shaaban, et al.
Published: (2026)
by: Kabakibo, Dounia Shaaban, et al.
Published: (2026)
Size-Dependent Power Laws for Edge Dislocations in Nickel Superalloys: A Molecular Dynamics Study
by: Mistry, Divyeshkumar A., et al.
Published: (2025)
by: Mistry, Divyeshkumar A., et al.
Published: (2025)
Sustainable Pre-reduction of Ferromanganese Oxides with Hydrogen: Heating Rate-Dependent Reduction Pathways and Microstructure Evolution
by: Bajpai, Anurag, et al.
Published: (2025)
by: Bajpai, Anurag, et al.
Published: (2025)
Enabling Ab-Initio Molecular Dynamics under Bias: The CP2K+SMEAGOL Interface for Integrating Density Functional Theory and Non-Equilibrium Green Functions
by: Ahart, Christian S., et al.
Published: (2024)
by: Ahart, Christian S., et al.
Published: (2024)
Accelerating Electronic Stopping Power Predictions by 10 Million Times with a Combination of Time-Dependent Density Functional Theory and Machine Learning
by: Ward, Logan, et al.
Published: (2023)
by: Ward, Logan, et al.
Published: (2023)
Molecular Dynamics Study of Liquid Condensation on Nano-structured Sinusoidal Hybrid Wetting Surfaces
by: Mehereen, Taskin, et al.
Published: (2024)
by: Mehereen, Taskin, et al.
Published: (2024)
Non-Equilibrium Orbital Transport in Terahertz Optorbitronics
by: Mishra, Sobhan Subhra, et al.
Published: (2026)
by: Mishra, Sobhan Subhra, et al.
Published: (2026)
Non-Equilibrium Nature of Fracture Determines the Crack Paths
by: Shi, Pengjie, et al.
Published: (2023)
by: Shi, Pengjie, et al.
Published: (2023)
Toward Sustainable Polymer Design: A Molecular Dynamics-Informed Machine Learning Approach for Vitrimers
by: Zheng, Yiwen, et al.
Published: (2025)
by: Zheng, Yiwen, et al.
Published: (2025)
Similar Items
-
Probing Non-Equilibrium Grain Boundary Dynamics with XPCS and Domain-Adaptive Machine Learning
by: Cheng, Mouyang, et al.
Published: (2026) -
Brittleness of metallic glasses dictated by their state at the fragile-to-strong transition temperature
by: Atila, Achraf, et al.
Published: (2024) -
Time-Resolved Photoemission Spectroscopy of Quantum Materials Using High Harmonic Generation: Probing Electron-Phonon Interactions and Non-Equilibrium Dynamics
by: Suzuki, Takeshi, et al.
Published: (2025) -
Harnessing Machine Learning for Quantum-Accurate Predictions of Non-Equilibrium Behavior in 2D Materials
by: Zhang, Yue, et al.
Published: (2025) -
Nanomechanics of Shear Rate-Dependent Stiffening in Micellar Electrically Conductive Polymers
by: Wang, Jingchen, et al.
Published: (2025)