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探索离子极化率及其与范德华半径的相关性:一项理论研究。

Exploring Ion Polarizabilities and Their Correlation with van der Waals Radii: A Theoretical Investigation.

作者信息

Smith Madelyn, Khatiwada Richa, Li Pengfei

机构信息

Department of Chemistry and Biochemistry, Loyola University Chicago, Chicago, Illinois 60660, United States.

出版信息

J Chem Theory Comput. 2024 Oct 8;20(19):8505-8516. doi: 10.1021/acs.jctc.4c00632. Epub 2024 Sep 28.

Abstract

Polarizability (α) is a fundamental property which measures the tendency of the electron cloud of an atom, ion, or molecule to be distorted by electric field. Polarizability contributes to important physical properties such as molecular interactions or dielectric constants; thus, it is essential to have accurate polarizabilities in molecular simulations. However, it remains a challenge to develop polarizable force fields (FFs) for ions in computational chemistry. In particular, a comprehensive set of polarizabilities for ions has not been derived. Herein, we derived a systematic set of polarizabilities for atoms and ions across the periodic table based on high-level quantum mechanics calculations. These values have excellent agreement with experimental data. Furthermore, we examined the relationship between the obtained polarizabilities and the van der Waals (VDW) radii () that we previously determined (, , , 2064). Two relationships, ∝ α and ∝ α, proposed in previous studies were examined in the present work. Our results indicated the former relationship, which was derived based on the quantum harmonic oscillator model, prevails for atoms and cations, but neither relationship provides a satisfactory fit for anions. This is consistent with the tight-binding nature of the electrons in atoms and cations, while it is more challenging to quantify the polarizabilities of anions because of their more dispersed electron clouds. Moreover, we compared different approaches to determine the dispersion coefficients, including the London equation, Slater-Kirkwood equation, symmetry-adapted perturbation theory (SAPT) calculations, and time-dependent density functional theory method, along with the approach based on VDW constants. Our results indicated that although different approaches predict deviated magnitudes for the dispersion coefficients, their predictions are highly correlated, implying that each of these approaches can be used to evaluate dispersion interactions after proper scaling. Finally, we have developed a parametrization strategy for the 12-6-4 model based on the obtained insights. We specifically compared the performance of the 12-6-4 model with SAPT and SobEDA analyses to model interactions involving Na/Mg and various ligands containing He, Ne, Ar, HO, NH, [HPO], and [HPO]. Our results demonstrate that the 12-6-4 parameters effectively reproduce both the total interaction energy and the individual energy components (electrostatics, exchange-repulsion, dispersion, and induction), highlighting the physical robustness of the 12-6-4 model and the effectiveness of our parametrization approach. This study has significant implications for advancing the development of next-generation ion models and polarizable FFs.

摘要

极化率(α)是一种基本性质,它衡量原子、离子或分子的电子云被电场扭曲的倾向。极化率对诸如分子间相互作用或介电常数等重要物理性质有影响;因此,在分子模拟中获得准确的极化率至关重要。然而,在计算化学中为离子开发可极化力场(FFs)仍然是一项挑战。特别是,尚未得到一套完整的离子极化率。在此,我们基于高水平量子力学计算,推导出了元素周期表中原子和离子的一套系统的极化率。这些值与实验数据高度吻合。此外,我们研究了所获得的极化率与我们之前确定的范德华(VDW)半径(,,,2064)之间的关系。在本工作中,我们检验了先前研究中提出的两种关系,即 ∝ α 和 ∝ α。我们的结果表明,基于量子谐振子模型推导的前一种关系适用于原子和阳离子,但两种关系都不能很好地拟合阴离子。这与原子和阳离子中电子的紧密束缚性质一致,而由于阴离子的电子云更分散,量化其极化率更具挑战性。此外,我们比较了确定色散系数的不同方法,包括伦敦方程、斯莱特 - 柯克伍德方程、对称适配微扰理论(SAPT)计算、含时密度泛函理论方法,以及基于VDW常数的方法。我们的结果表明,尽管不同方法预测的色散系数大小存在偏差,但它们的预测高度相关,这意味着在适当缩放后,这些方法中的每一种都可用于评估色散相互作用。最后,我们基于所获得的见解,为12 - 6 - 4模型开发了一种参数化策略。我们特别将12 - 6 - 4模型与SAPT和SobEDA分析的性能进行了比较,以模拟涉及Na/Mg以及包含He、Ne、Ar、HO——原文HO疑似有误,推测可能是H₂O、NH₃、[HPO₄]²⁻和[H₂PO₄]⁻的各种配体的相互作用。我们的结果表明,12 - 6 - 4参数有效地再现了总相互作用能和各个能量分量(静电能、交换排斥能、色散能和诱导能),突出了12 - 6 - 4模型的物理稳健性以及我们参数化方法的有效性。这项研究对推进下一代离子模型和可极化力场的发展具有重要意义。

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