Analysing structure-boiling point relationships of oxo organic compounds using molecular descriptors

Authors

  • Narendra V H Department of Mathematics, Govt. Science College, Chitradurga, Karnataka-577501, INDIA
  • Mahalakshmi P Department of Mathematics, School of Engineering, Dayananda Sagar University, Bangalore, Karnataka-560 078, INDIA
  • Deepika T Department of Mathematics, School of Engineering, Dayananda Sagar University, Bangalore, Karnataka-560 078, INDIA
  • Ramakrishna Metri Department of Studies in Mathematics, Govt. Engineering College, Talakal, Koppala , Karnataka-583 238, INDIA
  • Umesh S. Mujumdar Department of Studies in Mathematics, Rani Channamma University, Belagavi, Karnataka-591156, INDIA

DOI:

https://doi.org/10.24996/ijs.2025.66.9.27

Keywords:

Molecular Descriptors, Oxo organic compounds, QSPR-analysis

Abstract

 In organic chemistry the prefix oxo indicates a double bond between an oxygen atom and carbon atom. The oxo group is present in ketons, estern, carboxilic acids, aldehydes and amids. Topological indices are numerical quantities associated with the molecular graphs. Some of the molecular descriptors have proven their ability in predicting physico-chemical properties certain chemical compounds. In this paper structure boiling point relationships are studied for series of oxo organic compounds by ten molecular descriptors. The QSPR modelling for the oxo organic compounds are presented by the means of linear, quadratic, logarithmic and multilinear analysis. The multilinear analysis model produces a correlation coefficient(r) =0.954 and standard error of estimates  for the set of 192 oxo organic compounds. Also, the intercorrelation between pair of molecular descriptors is studied. This is validated by Hierarchial cluster analysis. This study helps to classify useful molecular descriptors based on their predicting in structure boiling point of oxo organic compounds.

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Published

2025-09-30

Issue

Section

Mathematics

How to Cite

[1]
N. V. H, M. . P, D. . T, R. . Metri, and U. S. . Mujumdar, “Analysing structure-boiling point relationships of oxo organic compounds using molecular descriptors”, Iraqi Journal of Science, vol. 66, no. 9, pp. 3852–3871, Sep. 2025, doi: 10.24996/ijs.2025.66.9.27.

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