密度泛函理论中的非共价相互作用:我们看不见的所有电荷密度。

IF 15.6 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Almaz Khabibrakhmanov, Matteo Gori, Carolin Müller, Alexandre Tkatchenko
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引用次数: 0

摘要

精确测定分子和材料的电子密度,可以通过赫尔曼-费曼定理,直接获得精确的键和非键原子相互作用。然而,密度泛函近似(dfa)──原子系统电子结构的主要方法──只提供近似且有时不可靠的电子密度。在这项工作中,我们证明了远程范德华(vdW)色散相互作用可以在电子密度中诱导显着的极化,并且效应的大小随着系统尺寸的增加而增加。我们使用新开发的完全耦合和优化调谐的多体色散模型(MBD@FCO)来评估vdw诱导的密度偏移,以精确的耦合簇密度为基准。应用于超分子数据集(S12L和L7)和原型蛋白(Fip35-WW),我们的方法揭示了色散驱动极化改变远程静电电位高达4 kcal/mol,重塑非共价相互作用(NCI)等表面,产生光滑和化学可解释的相互作用区域。这些发现表明,色散相互作用在电子密度上留下了可测量的印记,这对静电学、生物分子建模和基于密度的化学分析具有重要意义。我们的研究结果连接了基于能量的色散模型和密度泛函理论,为色散一致的dfa和基于电子密度的改进的机器学习模型铺平了道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Noncovalent Interactions in Density Functional Theory: All the Charge Density We Do Not See.

Exact determination of the electronic density of molecules and materials would provide direct access to accurate bonded and nonbonded interatomic interactions via the Hellman-Feynman theorem. However, density-functional approximations (DFAs)─the workhorse methods for the electronic structure of atomistic systems─only provide approximate and sometimes unreliable electron densities. In this work, we demonstrate that long-range van der Waals (vdW) dispersion interactions can induce significant polarization in the electron density, with the magnitude of effect growing with system size. We evaluate vdW-induced density shifts using newly developed fully coupled and optimally tuned variant of many-body dispersion model (MBD@FCO), benchmarked against accurate coupled-cluster densities. Applied to supramolecular data sets (S12L and L7) and a prototype protein (Fip35-WW), our approach reveals that dispersion-driven polarization alters long-range electrostatic potentials by up to 4 kcal/mol and reshapes noncovalent interaction (NCI) isosurfaces, producing smooth and chemically interpretable interaction regions. These findings demonstrate that dispersion interactions leave a measurable imprint on the electron density, with implications for electrostatics, biomolecular modeling, and density-based chemical analysis. Our results bridge energy-based dispersion models and density-functional theory, paving the way toward dispersion-consistent DFAs and improved machine-learned models based on electron densities.

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来源期刊
CiteScore
24.40
自引率
6.00%
发文量
2398
审稿时长
1.6 months
期刊介绍: The flagship journal of the American Chemical Society, known as the Journal of the American Chemical Society (JACS), has been a prestigious publication since its establishment in 1879. It holds a preeminent position in the field of chemistry and related interdisciplinary sciences. JACS is committed to disseminating cutting-edge research papers, covering a wide range of topics, and encompasses approximately 19,000 pages of Articles, Communications, and Perspectives annually. With a weekly publication frequency, JACS plays a vital role in advancing the field of chemistry by providing essential research.
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