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经典密度泛函理论中的原始模型:超越标准平均场近似

The primitive model in classical density functional theory: beyond the standard mean-field approximation.

作者信息

Bültmann Moritz, Härtel Andreas

机构信息

Physikalisches Institut, Albert-Ludwigs-Universität, 79104 Freiburg, Germany.

出版信息

J Phys Condens Matter. 2022 Apr 6;34(23). doi: 10.1088/1361-648X/ac5e7a.

Abstract

The primitive model describes ions by point charges with an additional hard-core interaction. In classical density-functional theory (DFT) the mean-field electrostatic contribution can be obtained from the first order of a functional perturbation of the pair potential for an uncharged reference system of hard spheres. This mean-field electrostatic term particularly contributes at particle separations that are forbidden due to hard-core overlap. In this work we modify the mean-field contribution such that the pair potential is constant for distances smaller than the contact distance of the ions. We motivate our modification by the underlying splitting of the potential, which is similar to the splitting of the Weeks-Chandler-Andersen potential and leads to higher-order terms in the respective expansion of the functional around the reference system. The resulting formalism involves weighted densities similar to the ones found in fundamental measure theory. To test our modifications, we analyze and compare density profiles, direct and total correlation functions, and the thermodynamic consistency of the functional via a widely established sum rule and the virial pressure formula for our modified functional, for established functionals, and for data from computer simulations. We found that our modifications clearly show improvements compared to the standard mean-field functional, especially when predicting layering effects and direct correlation functions in high concentration scenarios; for the latter we also find improved consistency when calculated via different thermodynamic routes. In conclusion, we demonstrate how modifications toward higher order corrections beyond mean-field functionals can be made and how they perform, by this providing a basis for systematic future improvements in classical DFT for the description of electrostatic interactions.

摘要

原始模型用点电荷描述离子,并附加硬核相互作用。在经典密度泛函理论(DFT)中,平均场静电贡献可从硬球无电荷参考系统对势的泛函微扰的一阶项获得。这个平均场静电项在因硬核重叠而被禁止的粒子间距处特别起作用。在这项工作中,我们修改了平均场贡献,使得对于小于离子接触距离的距离,对势是恒定的。我们通过势的潜在拆分来推动我们的修改,这类似于Weeks-Chandler-Andersen势的拆分,并导致在参考系统周围泛函的相应展开中出现高阶项。由此产生的形式体系涉及与基本度量理论中发现的加权密度相似的加权密度。为了测试我们的修改,我们通过一个广泛建立的求和规则和我们修改后的泛函、已建立的泛函以及计算机模拟数据的维里压力公式,分析并比较了密度分布、直接和总相关函数以及泛函的热力学一致性。我们发现,与标准平均场泛函相比,我们的修改明显显示出改进,特别是在预测高浓度情况下的分层效应和直接相关函数时;对于后者,我们还发现通过不同热力学途径计算时一致性得到了改善。总之,我们展示了如何对平均场泛函进行超越的高阶修正,以及它们的表现如何,从而为经典DFT中描述静电相互作用的未来系统改进提供了基础。

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