二氧化碳
密度泛函理论
力场(虚构)
二氧化硅
领域(数学)
环境科学
材料科学
化学
计算机科学
计算化学
数学
人工智能
复合材料
有机化学
纯数学
作者
Sahan M. Godahewa,Thanuja Jayawardena,Ward H. Thompson,Jeffery A. Greathouse
标识
DOI:10.1021/acs.jpcb.4c07413
摘要
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.
科研通智能强力驱动
Strongly Powered by AbleSci AI