Noncovalent Interactions in Density Functional Theory: All the Charge Density We Do Not See.

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

Abstract

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.

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。
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。
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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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