分子动力学
蒙特卡罗方法
相间
电解质
溶剂化
动力学蒙特卡罗方法
化学物理
材料科学
离子
化学
计算化学
统计物理学
物理
物理化学
电极
生物
统计
遗传学
数学
有机化学
作者
Joseph W. Abbott,Felix Hanke
标识
DOI:10.1021/acs.jctc.1c00921
摘要
We present a kinetic approach to the Monte Carlo-molecular dynamics (MC-MD) method for simulating reactive liquids using nonreactive force fields. A graphical reaction representation allows definition of reactions of arbitrary complexity, including their local solvation environment. Reaction probabilities and molecular dynamics (MD) simulation times are derived from ab initio calculations. Detailed validation is followed by studying the development of the solid electrolyte interphase (SEI) in lithium-ion batteries. We reproduce the experimentally observed two-layered structure on graphite, with an inorganic layer close to the anode and an outer organic layer. This structure develops via a near-shore aggregation mechanism.
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