电解质
化学物理
溶剂化
离子
配对
分子动力学
石墨烯
密度泛函理论
化学
平均力势
纳米技术
材料科学
计算化学
物理化学
物理
电极
凝聚态物理
超导电性
有机化学
作者
Kara D. Fong,Barbara Sumić,Niamh O’Neill,Christoph Schran,Clare P. Grey,Angelos Michaelides
出处
期刊:Nano Letters
[American Chemical Society]
日期:2024-04-09
被引量:21
标识
DOI:10.1021/acs.nanolett.4c00890
摘要
The nature of ion-ion interactions in electrolytes confined to nanoscale pores has important implications for energy storage and separation technologies. However, the physical effects dictating the structure of nanoconfined electrolytes remain debated. Here we employ machine-learning-based molecular dynamics simulations to investigate ion-ion interactions with density functional theory level accuracy in a prototypical confined electrolyte, aqueous NaCl within graphene slit pores. We find that the free energy of ion pairing in highly confined electrolytes deviates substantially from that in bulk solutions, observing a decrease in contact ion pairing but an increase in solvent-separated ion pairing. These changes arise from an interplay of ion solvation effects and graphene's electronic structure. Notably, the behavior observed from our first-principles-level simulations is not reproduced even qualitatively with the classical force fields conventionally used to model these systems. The insight provided in this work opens new avenues for predicting and controlling the structure of nanoconfined electrolytes.
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