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使用隐式水模型对离子表面活性剂的自组装和表面吸附进行粗粒度分子动力学模拟。

Coarse-grained molecular dynamics simulation of self-assembly and surface adsorption of ionic surfactants using an implicit water model.

作者信息

Wang Shihu, Larson Ronald G

机构信息

Department of Chemical Engineering, University of Michigan , 2800 Plymouth Avenue, Ann Arbor, Michigan 48109, United States.

出版信息

Langmuir. 2015 Feb 3;31(4):1262-71. doi: 10.1021/la503700c. Epub 2015 Jan 21.

Abstract

We perform coarse-grained molecular dynamics simulations for sodium dodecyl sulfate (SDS) surfactant using a modification of the Dry Martini force field (Arnarez et al. 2014) with implicit water. After inclusion of particle mesh Ewald (PME) electrostatics, an artificially high dielectric constant for water (ε(r) = 150), and reparameterization, we obtain structural and thermodynamic properties of SDS micelles that are close to those obtained from the standard Martini force field with explicit water, which in turn match those of atomistic simulations. The gains in computational efficiency obtained by removing explicit water allow direct simulations of the self-assembly of SDS in solution. We observe surfactant exchange among micelles and micelle fission and fusion and obtain realistic, equilibrated micelle size distributions at modest computational cost, as well as a transition to cylindrical micelles at high surfactant concentration or with added salt. We further apply this parametrized force field to study the adsorption of SDS onto hydrophobic surfaces and calculate the adsorption kinetics and equilibrium adsorption isotherm. The greatly increased speed of computation of surfactant self-assembly made possible by this Dry Martini method should allow future simulation of competitive adsorption of multiple surfactant species to surfaces, as well as simulation of micellar shape transitions.

摘要

我们使用改进的Dry Martini力场(Arnarez等人,2014年)并结合隐式水模型,对十二烷基硫酸钠(SDS)表面活性剂进行了粗粒度分子动力学模拟。在引入粒子网格埃瓦尔德(PME)静电作用、设定水的人工高介电常数(ε(r) = 150)并重新参数化之后,我们得到了SDS胶束的结构和热力学性质,这些性质与使用显式水的标准Martini力场得到的结果相近,而后者又与原子模拟结果相符。去除显式水所带来的计算效率提升,使得我们能够直接模拟SDS在溶液中的自组装过程。我们观察到了胶束之间的表面活性剂交换以及胶束的裂变和融合,并以适度的计算成本获得了逼真的、平衡的胶束尺寸分布,同时还观察到在高表面活性剂浓度或添加盐的情况下向圆柱形胶束的转变。我们进一步应用这个参数化的力场来研究SDS在疏水表面上的吸附,并计算吸附动力学和平衡吸附等温线。这种Dry Martini方法极大地提高了表面活性剂自组装的计算速度,这将使得未来能够模拟多种表面活性剂在表面的竞争吸附,以及胶束形状转变的模拟。

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