Research School of Biology, Australian National University, Canberra, Australia.
School of Engineering, Australian National University, Canberra, Australia.
J Chem Phys. 2022 Apr 28;156(16):164503. doi: 10.1063/5.0088325.
Thermodiffusion is the migration of a species due to a temperature gradient and is the driving phenomenon in many applications ranging from early cancer detection to uranium enrichment. Molecular dynamics (MD) simulations can be a useful tool for exploring the rather complex thermodiffusive behavior of species, such as proteins and ions. However, current MD models of thermodiffusion in aqueous ionic solutions struggle to quantitatively predict the Soret coefficient, which indicates the magnitude and direction of species migration under a temperature gradient. In this work, we aim to improve the accuracy of MD thermodiffusion models by assessing how well different water models can recreate thermodiffusion in a benchmark aqueous NaCl solution. We tested four of the best available rigid non-polarizable water models (TIP3P-FB, TIP4P-FB, OPC3, and OPC) and the commonly used TIP3P and SPC/E water models for their ability to predict the inversion temperature and Soret coefficient in 0.5, 2, and 4M aqueous NaCl solutions. Each water model predicted a noticeably different ion distribution yielding different inversion temperatures and magnitudes of the Soret coefficient. By comparing the modeled Soret coefficients to published experimental values, we determine TIP3P-FB to be the water model that best recreates thermodiffusion in aqueous NaCl solutions. Our findings can aid future works in selecting the most accurate rigid non-polarizable water model, including water and ion parameters for investigating thermodiffusion through MD simulations.
热扩散是由于温度梯度导致的物质迁移,是从早期癌症检测到铀浓缩等许多应用中的驱动现象。分子动力学 (MD) 模拟可以成为探索物质(如蛋白质和离子)相当复杂的热扩散行为的有用工具。然而,目前水合离子溶液中热扩散的 MD 模型在定量预测索雷特系数方面存在困难,索雷特系数表明物质在温度梯度下的迁移幅度和方向。在这项工作中,我们旨在通过评估不同的水模型在基准水合 NaCl 溶液中重现热扩散的能力来提高 MD 热扩散模型的准确性。我们测试了四种最好的刚性非极性化水模型(TIP3P-FB、TIP4P-FB、OPC3 和 OPC)以及常用的 TIP3P 和 SPC/E 水模型,以评估它们预测 0.5、2 和 4M 水合 NaCl 溶液中反转温度和索雷特系数的能力。每个水模型预测的离子分布明显不同,导致反转温度和索雷特系数的幅度不同。通过将模型化的索雷特系数与已发表的实验值进行比较,我们确定 TIP3P-FB 是最能再现水合 NaCl 溶液中热扩散的水模型。我们的发现可以帮助未来的工作选择最准确的刚性非极性化水模型,包括用于通过 MD 模拟研究热扩散的水和离子参数。