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神经网络分子动力学模拟研究氢氧化钠溶液中的核量子效应。

Nuclear Quantum Effects in Sodium Hydroxide Solutions from Neural Network Molecular Dynamics Simulations.

机构信息

Lehrstuhl für Theoretische Chemie , Ruhr-Universität Bochum , 44780 Bochum , Germany.

Universität Göttingen, Institut für Physikalische Chemie, Theoretische Chemie , Tammannstr. 6 , 37077 Göttingen , Germany.

出版信息

J Phys Chem B. 2018 Nov 8;122(44):10158-10171. doi: 10.1021/acs.jpcb.8b06433. Epub 2018 Oct 26.

Abstract

Nuclear quantum effects (NQEs) cause the nuclei of light elements like hydrogen to delocalize, affecting numerous properties of water and aqueous solutions, such as hydrogen-bonding and proton transfer barriers. Here, we address the prototypical case of aqueous NaOH solutions by investigating the effects of quantum nuclear fluctuations on radial distribution functions, hydrogen-bonding geometries, power spectra, proton transfer barriers, proton transfer rates, water self-exchange rates around the Na cations, and diffusion coefficients, for the full room-temperature solubility range. These properties were calculated from classical and ring-polymer molecular dynamics simulations employing a reactive high-dimensional neural network potential based on dispersion-corrected density functional theory reference calculations. We find that NQEs have a very small impact on the solvation structure around Na, slightly strengthen the water-water and water-hydroxide hydrogen bonds, and lower the peak positions in the power spectra for the HOH bending and OH stretching modes by about 50 and 100 cm, respectively. Moreover, NQEs significantly lower the proton transfer barriers, thus increasing the proton transfer rates, resulting in an increase of the diffusion coefficient in particular of OH, as well as a decrease of the mean residence time of molecules in the first hydration shell around Na at high NaOH concentrations.

摘要

核量子效应(NQEs)导致轻元素(如氢)的核离域,影响水和水溶液的许多性质,如氢键和质子转移势垒。在这里,我们通过研究量子核涨落对水合氢氧化钠溶液的典型影响,来解决这个问题。我们研究了在整个室温溶解度范围内,对径向分布函数、氢键几何形状、功率谱、质子转移势垒、质子转移速率、Na 阳离子周围水的自交换速率和扩散系数的影响。这些性质是通过使用基于色散校正密度泛函理论参考计算的反应高维神经网络势的经典和环聚合物分子动力学模拟来计算的。我们发现,核量子效应对 Na 周围的溶剂化结构影响很小,略微增强了水-水和水-氢氧化物氢键,并使 HOH 弯曲和 OH 伸缩模式的功率谱中的峰位置分别降低约 50 和 100cm。此外,核量子效应显著降低了质子转移势垒,从而提高了质子转移速率,导致扩散系数增加,特别是 OH 的扩散系数增加,以及 NaOH 浓度较高时,Na 周围第一层水合壳中分子的平均停留时间降低。

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