Enhancing Molecular Dynamics Simulations of Electrical Double Layers: From Simplified to Realistic Models

ABSTRACT Molecular dynamics (MD) simulations have become a powerful tool for studying double‐layer systems, offering atomistic insights into their equilibrium properties and dynamic behaviors. These simulations have significantly advanced the understanding of key electrochemical mechanisms and the design of electrochemical devices. However, challenges remain in aligning simulations with the complexities of realistic applications. In this perspectiv, we highlight critical areas for enhancing the realism of MD simulations, including refining methods for representing electrode polarization, improving electrode and electrolyte models to incorporate structural and compositional complexities, and simulating charging and discharging processes under realistic conditions while considering associated thermal behaviors. We also stress the importance of scaling simulation results to experimental dimensions through multiscale modeling and dimensionless analysis. Overcoming these challenges will allow MD simulations to advance our understanding of electrical double‐layer behaviors and drive innovations in the development of future electrochemical technologies.

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Publication Details

Journal
Wiley Interdisciplinary Reviews Computational Molecular Science
Published
2025-03-01
DOI
https://doi.org/10.1002/wcms.70009
Citations
3
Primary Topic
Supercapacitor Materials and Fabrication
Type
article
Field-Weighted Citation Impact
1.28

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article

Enhancing Molecular Dynamics Simulations of Electrical Double Layers: From Simplified to Realistic Models

Xiangyu Ji, Jinkai Zhang, Liang Zeng, Jiaxing Peng et al.
3 citations
Wiley Interdisciplinary Reviews Computational Molecular Science
Supercapacitor Materials and Fabrication
1.28
article

Enhancing Molecular Dynamics Simulations of Electrical Double Layers: From Simplified to Realistic Models

Xiangyu Ji, Jinkai Zhang, Liang Zeng, Jiaxing Peng, Guang Feng, Zhenxiang Wang, Nan Huang, Yu Ding
article en
3 citations

Abstract

ABSTRACT Molecular dynamics (MD) simulations have become a powerful tool for studying double‐layer systems, offering atomistic insights into their equilibrium properties and dynamic behaviors. These simulations have significantly advanced the understanding of key electrochemical mechanisms and the design of electrochemical devices. However, challenges remain in aligning simulations with the complexities of realistic applications. In this perspectiv, we highlight critical areas for enhancing the realism of MD simulations, including refining methods for representing electrode polarization, improving electrode and electrolyte models to incorporate structural and compositional complexities, and simulating charging and discharging processes under realistic conditions while considering associated thermal behaviors. We also stress the importance of scaling simulation results to experimental dimensions through multiscale modeling and dimensionless analysis. Overcoming these challenges will allow MD simulations to advance our understanding of electrical double‐layer behaviors and drive innovations in the development of future electrochemical technologies.

Wiley Interdisciplinary Reviews Computational Molecular ScienceVol. 15(2)
Huazhong University of Science and Technology (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 22%
Supercapacitor Materials and Fabrication
1.28
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