Elucidation of specific aspects of dielectric constants of conjugated organic compounds: A QSPR approach

Areum Lee, Daejin Kim, Kyung Hyun Kim, Seung Hoon Choi, Kihang Choi, Dong Hyun Jung

Research output: Contribution to journalArticle

5 Citations (Scopus)

Abstract

The characteristic aspects of dielectric constants of π-conjugated compounds are elucidated by a quantitative structure property relationship (QSPR) study. To develop a QSPR model, among 141 collected π-conjugated compounds, a subset of 116 compounds was used as the training set for the model building and the rest was used as the test set for the model validation. Statistical regression models using 396 molecular descriptors were generated based on the genetic function approximation algorithm. The predicted dielectric constants obtained by the best model are highly correlated with the experimental values (squared correlation coefficient R 2 of 0.93 and 0.97 for the training and test sets, respectively), while a previous prediction model for general organic molecules (Sild S, Karelson M (2002) J Chem Inf Comput Sci 42:360-367) is not valid for our collected π-conjugated organic compounds. It has been known that the dielectric constants of organic materials are largely influenced by orientational correlations of the constituent molecules. In general, hydrogen bonding is one of the most important intermolecular interactions affecting orientational correlation. In the case of π-conjugated compounds, however, π-π interaction could be another comparable interaction with the hydrogen bonding.

Original languageEnglish
Pages (from-to)251-256
Number of pages6
JournalJournal of Molecular Modeling
Volume18
Issue number1
DOIs
Publication statusPublished - 2012 Jan 1

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organic compounds
Organic compounds
Permittivity
permittivity
Hydrogen bonds
education
Molecules
interactions
Approximation algorithms
hydrogen
organic materials
correlation coefficients
set theory
molecules
regression analysis
predictions
approximation

Keywords

  • Conjugated organic compound
  • Dielectric constant
  • Orientational correlation
  • Prediction model
  • QSPR

ASJC Scopus subject areas

  • Physical and Theoretical Chemistry
  • Computer Science Applications
  • Computational Theory and Mathematics
  • Catalysis
  • Organic Chemistry
  • Inorganic Chemistry

Cite this

Elucidation of specific aspects of dielectric constants of conjugated organic compounds : A QSPR approach. / Lee, Areum; Kim, Daejin; Kim, Kyung Hyun; Choi, Seung Hoon; Choi, Kihang; Jung, Dong Hyun.

In: Journal of Molecular Modeling, Vol. 18, No. 1, 01.01.2012, p. 251-256.

Research output: Contribution to journalArticle

Lee, Areum ; Kim, Daejin ; Kim, Kyung Hyun ; Choi, Seung Hoon ; Choi, Kihang ; Jung, Dong Hyun. / Elucidation of specific aspects of dielectric constants of conjugated organic compounds : A QSPR approach. In: Journal of Molecular Modeling. 2012 ; Vol. 18, No. 1. pp. 251-256.
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