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二元 Lennard-Jones 溶液成核途径选择的机制:分子动力学模拟与自由能分析的联合研究。

Mechanism of Nucleation Pathway Selection in Binary Lennard-Jones Solution: A Combined Study of Molecular Dynamics Simulation and Free Energy Analysis.

机构信息

Department of Chemical Engineering, Kyoto University, Katsura, Nishikyo, Kyoto 615-8510, Japan.

出版信息

J Phys Chem B. 2023 Apr 20;127(15):3524-3533. doi: 10.1021/acs.jpcb.2c08893. Epub 2023 Apr 7.

DOI:10.1021/acs.jpcb.2c08893
PMID:37027488
Abstract

The nucleation process, which is the initial step in particle synthesis, determines the properties of the resultant particles. Although recent studies have observed various nucleation pathways, the physical factors that determine these pathways have not been fully elucidated. Herein, we conducted molecular dynamics simulations in a binary Lennard-Jones system as a model solution and found that the nucleation pathway can be classified into four types depending on microscopic interactions. The key parameters are (1) the strength of the solute-solute interaction and (2) the difference between the strengths of the like-pair and unlike-pair interactions. The increment of the former alters the nucleation mechanism from a two-step to a one-step pathway, whereas that of the latter causes quick assembly of solutes. Moreover, we developed a thermodynamic model based on the formation of core-shell nuclei to calculate the free energy landscapes. Our model successfully described the pathway observed in the simulations and demonstrated that the two parameters, (1) and (2), define the degree of supercooling and supersaturation, respectively. Thus, our model interpreted the microscopic insights from a macroscopic point of view. Because the only inputs required for our model are the interaction parameters, our model can a priori predict the nucleation pathway.

摘要

成核过程是颗粒合成的初始步骤,决定了所得颗粒的性质。尽管最近的研究观察到了各种成核途径,但决定这些途径的物理因素尚未得到充分阐明。在此,我们在二元 Lennard-Jones 体系中进行了分子动力学模拟作为模型溶液,并发现成核途径可以根据微观相互作用分为四种类型。关键参数是 (1) 溶质-溶质相互作用的强度和 (2) 相似对和不同对相互作用强度之间的差异。前者的增加会改变成核机制,从两步途径变为一步途径,而后者会导致溶质快速组装。此外,我们基于核壳形核的形成开发了一个热力学模型来计算自由能景观。我们的模型成功地描述了模拟中观察到的途径,并表明这两个参数 (1) 和 (2) 分别定义了过冷度和过饱和度的程度。因此,我们的模型从宏观角度解释了微观见解。由于我们模型所需的唯一输入是相互作用参数,因此我们的模型可以先验地预测成核途径。

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