解开密度函数多体展开中的误差来源

IF 4.6 2区 化学 Q2 CHEMISTRY, PHYSICAL
Dustin R. Broderick, John M. Herbert
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引用次数: 0

摘要

多体展开为电子结构理论的数据驱动应用提供了一个框架,包括经典力场的参数化和机器学习。然而,我们证明,当采用现代密度泛函近似时,它的使用显着放大了正交网格误差。在传统密度泛函计算中工作良好的标准网格在与多体展开一起使用时会导致失控的误差累积。同时,离域误差也会加剧,导致非加性n体相互作用的估计被夸大。这是用SCAN、r2SCAN、ωB97X-V和ωB97M-V官能团表示的阴离子-水团簇。通过采用密集的正交网格,暴露了固有的自交互误差,然后可以使用各种其他策略来减轻这种误差。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Untangling Sources of Error in the Density-Functional Many-Body Expansion

Untangling Sources of Error in the Density-Functional Many-Body Expansion
The many-body expansion provides a framework for data-driven applications of electronic structure theory, including parametrization of classical force fields and machine learning. However, we demonstrate that its use significantly amplifies quadrature grid errors when modern density-functional approximations are employed. Standard grids that work well in conventional density-functional calculations result in runaway error accumulation when used with the many-body expansion. At the same time, delocalization error is also exacerbated, leading to exaggerated estimates of nonadditive n-body interactions. This is illustrated for anion–water clusters using the SCAN, r2SCAN, ωB97X-V and ωB97M-V functionals. By employing dense quadrature grids, the inherent self-interaction error is exposed, which can then be mitigated using a variety of other strategies.
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来源期刊
The Journal of Physical Chemistry Letters
The Journal of Physical Chemistry Letters CHEMISTRY, PHYSICAL-NANOSCIENCE & NANOTECHNOLOGY
CiteScore
9.60
自引率
7.00%
发文量
1519
审稿时长
1.6 months
期刊介绍: The Journal of Physical Chemistry (JPC) Letters is devoted to reporting new and original experimental and theoretical basic research of interest to physical chemists, biophysical chemists, chemical physicists, physicists, material scientists, and engineers. An important criterion for acceptance is that the paper reports a significant scientific advance and/or physical insight such that rapid publication is essential. Two issues of JPC Letters are published each month.
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