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Information Functional Theory: Electronic Properties as Functionals of Information for Atoms and Molecules. | LitMetric

Information Functional Theory: Electronic Properties as Functionals of Information for Atoms and Molecules.

J Phys Chem A

Research Computing Center, University of North Carolina, Chapel Hill, North Carolina 27599-3420, United States.

Published: May 2016

AI Article Synopsis

  • Accurately predicting electronic properties of Coulombic systems using experimental electron density, like that from X-ray crystallography, remains a challenge.
  • This research employs an information-theoretic approach within the framework of density functional reactivity theory to illustrate how quantities such as Shannon entropy can effectively describe electronic properties like total energy.
  • The study validates the idea that Shannon entropy captures all necessary information for characterizing electronic systems and offers a method to connect experimentally obtained electron density to various electronic properties.

Article Abstract

How to accurately predict electronic properties of a Columbic system with the electron density obtained from experiments such as X-ray crystallography is still an unresolved problem. The information-theoretic approach recently developed in the framework of density functional reactivity theory is one of the efforts to address the issue. In this work, using 27 atoms and 41 molecules as illustrative examples, we present a study to demonstrate that one is able to satisfactorily describe such electronic properties as the total energy and its components with information-theoretic quantities like Shannon entropy, Fisher information, Ghosh-Berkowitz-Parr entropy, and Onicescu information energy. Closely related to the earlier attempt of expanding density functionals using simple homogeneous functionals, this work not only confirms Nagy's proof that Shannon entropy alone should contain all the information needed to adequately describe an electronic system but also provides a feasible pathway to map the relationship between the experimentally available electron density and various electronic properties for Columbic systems such as atoms and molecules. Extensions to other electronic properties are straightforward.

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Source
http://dx.doi.org/10.1021/acs.jpca.6b01197DOI Listing

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