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Why are information-theoretic descriptors powerful predictors of atomic and molecular polarizabilities
by
Zhao, Dongbo
, Ayers, Paul W.
, Zhao, Yilin
, Liu, Shubin
, Rong, Chunying
in
Approximation
/ Characterization and Evaluation of Materials
/ Chemistry
/ Chemistry and Materials Science
/ Computer Appl. in Life Sciences
/ Computer Applications in Chemistry
/ Electrons
/ Entropy
/ Fisher information
/ Information theory
/ Molecular Medicine
/ Original Paper
/ Polarizability
/ Shells (structural forms)
/ Theoretical and Computational Chemistry
2024
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Why are information-theoretic descriptors powerful predictors of atomic and molecular polarizabilities
by
Zhao, Dongbo
, Ayers, Paul W.
, Zhao, Yilin
, Liu, Shubin
, Rong, Chunying
in
Approximation
/ Characterization and Evaluation of Materials
/ Chemistry
/ Chemistry and Materials Science
/ Computer Appl. in Life Sciences
/ Computer Applications in Chemistry
/ Electrons
/ Entropy
/ Fisher information
/ Information theory
/ Molecular Medicine
/ Original Paper
/ Polarizability
/ Shells (structural forms)
/ Theoretical and Computational Chemistry
2024
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Why are information-theoretic descriptors powerful predictors of atomic and molecular polarizabilities
by
Zhao, Dongbo
, Ayers, Paul W.
, Zhao, Yilin
, Liu, Shubin
, Rong, Chunying
in
Approximation
/ Characterization and Evaluation of Materials
/ Chemistry
/ Chemistry and Materials Science
/ Computer Appl. in Life Sciences
/ Computer Applications in Chemistry
/ Electrons
/ Entropy
/ Fisher information
/ Information theory
/ Molecular Medicine
/ Original Paper
/ Polarizability
/ Shells (structural forms)
/ Theoretical and Computational Chemistry
2024
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Why are information-theoretic descriptors powerful predictors of atomic and molecular polarizabilities
Journal Article
Why are information-theoretic descriptors powerful predictors of atomic and molecular polarizabilities
2024
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Overview
Context
We rationalize the excellent performance of information-theoretic descriptors for predicting atomic and molecular polarizabilities. It seems that descriptors which capture information about the change in valence-shell structure, especially the relative Fisher information measures, are particularly useful. Using this, we can rationalize why the
G
3 form of the relative Fisher information, which measures the deviation of effective nuclear charge between an atom-in-a-molecule and the reference pro-atom, is especially effective as a predictor of molecular polarizability.
Methods
There are no methods used in this paper, which relies on mathematical derivation and analysis.
Publisher
Springer Berlin Heidelberg,Springer Nature B.V
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