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相互关联

Mutual Correlation.

作者信息

Evangelista Francesco A

机构信息

Department of Chemistry and Cherry Emerson Center for Scientific Computation, Emory University, Atlanta, Georgia 30322, United States.

出版信息

J Chem Theory Comput. 2025 Aug 12;21(15):7471-7484. doi: 10.1021/acs.jctc.5c00766. Epub 2025 Jul 29.

DOI:10.1021/acs.jctc.5c00766
PMID:40730188
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12355695/
Abstract

Quantifying correlation and complexity in quantum many-body states is central to advancing theoretical and computational chemistry, physics, and quantum information science. This work introduces a novel framework, , based on the Frobenius norm squared of the two-body reduced density matrix cumulant. Through systematic partitioning of the cumulant norm, mutual correlation quantifies nonadditive correlations among interacting subsystems. To assess the ability of mutual correlation to identify orbital interactions, we performed benchmark studies on model systems, including H, N, and -benzyne, and performed a formal and numerical comparison with orbital mutual information. Maximally correlated orbitals, obtained by maximizing a nonlinear cost function of the mutual correlation, are also considered to identify a basis-independent partitioning of correlation. This study suggests that mutual correlation is a broadly applicable metric, useful in active space selection and the interpretation of electronic states.

摘要

量化量子多体状态中的相关性和复杂性是推动理论和计算化学、物理学以及量子信息科学发展的核心。这项工作引入了一个基于两体约化密度矩阵累积量的弗罗贝尼乌斯范数平方的新颖框架。通过对累积量范数进行系统划分,互相关量化了相互作用子系统之间的非加性相关性。为了评估互相关识别轨道相互作用的能力,我们对包括H、N和 - 苯炔在内的模型系统进行了基准研究,并与轨道互信息进行了形式上和数值上的比较。通过最大化互相关的非线性代价函数获得的最大相关轨道,也被用于识别相关性的与基无关的划分。这项研究表明,互相关是一种广泛适用的度量,在活性空间选择和电子态解释中很有用。

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本文引用的文献

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J Chem Phys. 2025 Mar 28;162(12). doi: 10.1063/5.0250636.
2
Entanglement and Mutual Information in Molecules: Comparing Localized and Delocalized Orbitals.分子中的纠缠与互信息:比较定域轨道和离域轨道
J Chem Theory Comput. 2024 Dec 24;20(24):10861-10874. doi: 10.1021/acs.jctc.4c01101. Epub 2024 Dec 4.
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Orbital entanglement and the double d-shell effect in binary transition metal molecules.二元过渡金属分子中的轨道纠缠与双d壳层效应
J Chem Phys. 2024 Nov 7;161(17). doi: 10.1063/5.0232316.
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Forte: A suite of advanced multireference quantum chemistry methods.Forte:一套先进的多参考量子化学方法。
J Chem Phys. 2024 Aug 14;161(6). doi: 10.1063/5.0216512.
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What can quantum information theory offer to quantum chemistry?量子信息理论能为量子化学提供什么?
Faraday Discuss. 2024 Nov 6;254(0):76-106. doi: 10.1039/d4fd00059e.
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On the notion of strong correlation in electronic structure theory.关于电子结构理论中的强关联概念。
Faraday Discuss. 2024 Nov 6;254(0):53-75. doi: 10.1039/d4fd00066h.
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Quantum Information Orbitals (QIO): Unveiling Intrinsic Many-Body Complexity by Compressing Single-Body Triviality.量子信息轨道(QIO):通过压缩单体平凡性揭示内在多体复杂性。
J Phys Chem Lett. 2024 Jul 4;15(26):6782-6790. doi: 10.1021/acs.jpclett.4c01105. Epub 2024 Jun 24.
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J Chem Theory Comput. 2024 May 14;20(9):3535-3542. doi: 10.1021/acs.jctc.3c01325. Epub 2024 Apr 24.
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