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Insight into properties and structures of ionic liquids by machine learning molecular dynamics simulation

Yaxi Yu Zhenlei Wang Xiaochun Zhang Kun Dong

Green Energy & Environment2026,Vol.11Issue(2):P.500-510,11.
Green Energy & Environment2026,Vol.11Issue(2):P.500-510,11.DOI:10.1016/j.gee.2025.06.001

Insight into properties and structures of ionic liquids by machine learning molecular dynamics simulation

Yaxi Yu 1Zhenlei Wang 2Xiaochun Zhang 3Kun Dong2

作者信息

  • 1. Beijing Key Laboratory of Solid State Battery and Energy Storage Process,CAS Key Laboratory of Green Process and Engineering,State Key Laboratory of Mesoscience and Engineering,Institute of Process Engineering,Chinese Academy of Sciences,Beijing,100190,China Sino-Danish College,University of Chinese Academy of Sciences,Beijing,100049,China
  • 2. Beijing Key Laboratory of Solid State Battery and Energy Storage Process,CAS Key Laboratory of Green Process and Engineering,State Key Laboratory of Mesoscience and Engineering,Institute of Process Engineering,Chinese Academy of Sciences,Beijing,100190,China
  • 3. Beijing Key Laboratory of Solid State Battery and Energy Storage Process,CAS Key Laboratory of Green Process and Engineering,State Key Laboratory of Mesoscience and Engineering,Institute of Process Engineering,Chinese Academy of Sciences,Beijing,100190,China Key Laboratory of Smart Manufacturing in Energy Chemical Process,Ministry of Education,East China University of Science and Technology,Shanghai,200237,China
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摘要

关键词

Ionic liquids/Machine learning force field/Molecular dynamics

分类

化学化工

引用本文复制引用

Yaxi Yu,Zhenlei Wang,Xiaochun Zhang,Kun Dong..Insight into properties and structures of ionic liquids by machine learning molecular dynamics simulation[J].Green Energy & Environment,2026,11(2):P.500-510,11.

基金项目

supported by the National Natural Science Foundation of China(Nos.22278397) (Nos.22278397)

the Fundamental Research Funds for the Central Universities(2024SMECP01). (2024SMECP01)

Green Energy & Environment

2096-2797

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