论文标题

盐参数化会严重影响MOS $ _2 $纳米孔的经典原子模拟的结果模拟的结果

Salt parameterization can drastically affect the results from classical atomistic simulations of water desalination by MoS$_2$ nanopores

论文作者

Abal, João P. K., Bordin, José Rafael, Barbosa, Marcia C.

论文摘要

缺水是我们世界上的现实,而该领域的主要科学家预测的情景表明,它在未来几十年将会恶化。但是,基于低成本海水脱盐的新技术可以防止最坏的情况,从而为人类提供淡水。有了这个目标,近年来已经提出了基于纳米多孔材料的膜。建议的材料之一是MOS $ _2 $,经典分子动力学(MD)模拟是探索这些纳米材料的最强大工具之一。但是,MD模拟中采用的不同力场是根据不同的实验量进行参数化的。在本文中,我们比较了两种基于水盐混合物的不同特性而建立的盐模型。一种模型适合水合自由能和晶格性能,第二个模型适合水和盐混合物的晶体密度和密度和介电常数。为了比较模型,使用了通过两种纳米尺寸的盐水流动的MD模拟 - 一个足够大以容纳水合离子的孔,另一个较小的离子必须脱水才能进入,而TIP4P家族中的两个刚性水模型 - TIP4P/2005和TIP4P/$ $ $ε$。我们的结果表明,与水模型相比,膜模型的渗透性和盐分排斥更受盐模型的影响,尤其是对于狭窄的孔。实际上,观察到完全不同的机制,它们与离子模型参数化中使用的特征有关。结果表明,水模型不仅可以影响结果,而且离子模型起着至关重要的作用。

Water scarcity is a reality in our world, and scenarios predicted by leading scientists in this area indicate that it will worsen in the next decades. However, new technologies based in low-cost seawater desalination can prevent the worst scenarios, providing fresh water for humanity. With this goal, membranes based in nanoporous materials have been suggested in recent years. One of the materials suggested is MoS$_2$, and classical Molecular Dynamics (MD) simulation is one of the most powerful tools to explore these nanomaterials. However, distinct Force Fields employed in MD simulations are parameterized based on distinct experimental quantities. In this paper, we compare two models of salt that were build based on distinct properties of water-salt mixtures. One model fits the hydration free energy and lattice properties, the second fits the crystal density and the density and the dielectric constant of water and salt mixtures. To compare the models, MD simulations for salty water flow through two nanopores sizes were used -- one pore big enough to accommodate hydrated ions, and one smaller in which the ion has to dehydrate to enter, and two rigid water models from the TIP4P family -- the TIP4P/2005 and TIP4P/$ε$. Our results indicate that the water permeability and salt rejection by the membrane are more influenced by the salt model than by the water model, especially for the narrow pore. In fact, completely distinct mechanisms were observed, and they are related to the characteristics employed in the ion model parameterization. The results show that not only the water model can influence the outcomes, but the ion model plays a crucial role.

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