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界面张力、表面张力和表面活性剂吸附等温线的计算预测。

Computational predictions of interfacial tension, surface tension, and surfactant adsorption isotherms.

作者信息

Li Jing, Amador Carlos, Wilson Mark R

机构信息

Department of Chemistry, Durham University, Stockton Road, Durham, DH1 3LE, UK.

Newcastle Innovation Centre, Procter & Gamble Ltd, Newcastle Upon Tyne, NE12 9BZ, UK.

出版信息

Phys Chem Chem Phys. 2024 Apr 17;26(15):12107-12120. doi: 10.1039/d3cp06170a.

Abstract

All-atom (AA) molecular dynamics (MD) simulations are employed to predict interfacial tensions (IFT) and surface tensions (ST) of both ionic and non-ionic surfactants. The general AMBER force field (GAFF) and variants are examined in terms of their performance in predicting accurate IFT/ST, , values for chosen water models, together with the hydration free energy, Δ, and density, , predictions for organic bulk phases. A strong correlation is observed between the quality of and predictions. Based on the results, the GAFF-LIPID force field, which provides improved predictions is selected for simulating surfactant tail groups. Good predictions are obtained with GAFF/GAFF-LIPID parameters and the TIP3P water model for IFT simulations at a water-triolein interface, and for GAFF/GAFF-LIPID parameters together with the OPC4 water model for ST simulations at a water-vacuum interface. Using a combined molecular dynamics-molecular thermodynamics theory (MD-MTT) framework, a mole fraction of C12E6 molecule of 1.477 × 10 (from the experimental critical micelle concentration, CMC) gives a simulated surface excess concentration, , of 76 C12E6 molecules at a 36 nm water-vacuum surface (3.5 × 10 mol cm), which corresponds to a simulated ST of 35 mN m. The results compare favourably with an experimental of C12E6 of 3.7 × 10 mol cm (80 surfactants for a 36 nm surface) and experimental ST of C12E6 of 32 mN m at the CMC.

摘要

全原子(AA)分子动力学(MD)模拟用于预测离子型和非离子型表面活性剂的界面张力(IFT)和表面张力(ST)。研究了通用琥珀色力场(GAFF)及其变体在预测所选水模型准确的IFT/ST值、有机本体相的水化自由能Δ以及密度方面的性能。在Δ和密度预测的质量之间观察到强相关性。基于结果,选择能提供改进密度预测的GAFF-LIPID力场来模拟表面活性剂尾基。使用GAFF/GAFF-LIPID参数和TIP3P水模型在水-三油酸甘油酯界面进行IFT模拟,以及使用GAFF/GAFF-LIPID参数和OPC4水模型在水-真空界面进行ST模拟,都获得了良好的密度预测。使用组合的分子动力学-分子热力学理论(MD-MTT)框架,C12E6分子的摩尔分数为1.477×10(来自实验临界胶束浓度,CMC),在36 nm水-真空表面(3.5×10 mol/cm)给出模拟的表面过量浓度为76个C12E6分子,这对应于模拟的ST为35 mN/m。结果与C12E6的实验表面过量浓度3.7×10 mol/cm(对于36 nm表面为80个表面活性剂)和在CMC时C12E6的实验ST 32 mN/m相比,效果良好。

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