密度泛函理论中信息理论方法的若干新进展

IF 2 4区 化学 Q3 CHEMISTRY, MULTIDISCIPLINARY
Kyle J Finley, Xin He, Wenjian Liu, Paul W Ayers, Shubin Liu
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引用次数: 0

摘要

我们目睹了密度泛函理论中信息理论方法的发展和应用。在本文中,我们重点介绍了近年来我们自己的工作,重点介绍了它的理论框架,包括四个表示,三个原理和两个身份,说明了它在确定亲电性,亲核性,区域选择性和立体选择性方面的四个应用实例,然后概述了近年来在拓扑分析,能量信息,激发态和机器学习等方面的一些进展。最后,我们对其未来的发展和可能的应用进行了一些评论。图解:展示了亲电性和亲核性的实验尺度与信息增益和赫希菲尔德电荷等理论量之间的强线性关系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Some recent advances of information-theoretic approach in density functional theory

We have witnessed a recent surge in the development and application of the information-theoretic approach in density functional theory. In this article, by focusing on our own work in recent years, we highlight its theoretical framework, including four representations, three principles and two identities, illustrate four examples of its applications in determining electrophilicity, nucleophilicity, regioselectivity and stereoselectivity, and then overview a few advances in the recent literature such as topological analysis, energetic information, excited states and machine learning. We conclude by providing a few remarks about its future developments and possible applications.

Graphical abstract

Strong linear correlations of experimental scales of electriphilicity and nucleophilicity with theoretical quantities such as information gain and Hirshfeld charge from information-theoretic approach were showcases.

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来源期刊
Journal of Chemical Sciences
Journal of Chemical Sciences CHEMISTRY, MULTIDISCIPLINARY-
CiteScore
3.10
自引率
5.90%
发文量
107
审稿时长
1 months
期刊介绍: Journal of Chemical Sciences is a monthly journal published by the Indian Academy of Sciences. It formed part of the original Proceedings of the Indian Academy of Sciences – Part A, started by the Nobel Laureate Prof C V Raman in 1934, that was split in 1978 into three separate journals. It was renamed as Journal of Chemical Sciences in 2004. The journal publishes original research articles and rapid communications, covering all areas of chemical sciences. A significant feature of the journal is its special issues, brought out from time to time, devoted to conference symposia/proceedings in frontier areas of the subject, held not only in India but also in other countries.
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