Accurate Force Field for Carbon Dioxide-Silica Interactions Based on Density Functional Theory.

IF 2.9 2区 化学 Q3 CHEMISTRY, PHYSICAL The Journal of Physical Chemistry B Pub Date : 2025-01-23 Epub Date: 2025-01-14 DOI:10.1021/acs.jpcb.4c07413
Sahan M Godahewa, Thanuja Jayawardena, Ward H Thompson, Jeffery A Greathouse
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Abstract

Fluid-silica interfaces are ubiquitous in chemistry, occurring in both natural geochemical environments and practical applications ranging from separations to catalysis. Simulations of these interfaces have been, and continue to be, a significant avenue for understanding their behavior. A constraining factor, however, is the availability of accurate force fields. Most simulations use traditional "mixing rules" to determine nonbonded dispersion interactions, an approach that has not been critically examined. Here, we present Lennard-Jones parameters for the interaction of carbon dioxide with silica interfaces that are optimized to reproduce density functional theory (DFT)-based binding energies. The modeling is based on the recently developed silica-DDEC force field, whose atomic charges are consistent with DFT calculations. Standard mixing rules are found to predict weaker CO2 binding to silica than that obtained from DFT, an effect corrected by the optimized parameters given here. This behavior extends to other silica force fields (Clayff and Gulmen-Thompson), and the present Lennard-Jones parameters improve their performance as well. The effects of improved Lennard-Jones parameters on the structural and dynamical properties of condensed CO2 in silica slit pores are also examined.

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基于密度泛函理论的二氧化碳-二氧化硅相互作用的精确力场。
流体-二氧化硅界面在化学中无处不在,既存在于自然地球化学环境中,也存在于从分离到催化的实际应用中。这些接口的模拟一直是,并将继续是理解其行为的重要途径。然而,一个限制因素是精确力场的可用性。大多数模拟使用传统的“混合规则”来确定非键色散相互作用,这种方法尚未得到严格的检验。在这里,我们提出了二氧化碳与二氧化硅界面相互作用的Lennard-Jones参数,这些参数经过优化,可以再现基于密度泛函理论(DFT)的结合能。该模型基于最近发展的硅- ddec力场,其原子电荷与DFT计算一致。发现标准混合规则预测的CO2与二氧化硅的结合比从DFT得到的要弱,这一效应通过本文给出的优化参数得到了修正。这种行为扩展到其他二氧化硅力场(Clayff和Gulmen-Thompson),并且目前的Lennard-Jones参数也改善了它们的性能。研究了改进的Lennard-Jones参数对二氧化硅狭缝孔中冷凝CO2结构和动力学性能的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
5.80
自引率
9.10%
发文量
965
审稿时长
1.6 months
期刊介绍: An essential criterion for acceptance of research articles in the journal is that they provide new physical insight. Please refer to the New Physical Insights virtual issue on what constitutes new physical insight. Manuscripts that are essentially reporting data or applications of data are, in general, not suitable for publication in JPC B.
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