The Journal of Physical Chemistry · 1996 · 244 citations · 32 references
Natural SciencesChemistryComputational ChemistryOrganic ChemistryTheoretical ChemistryMolecular DescriptorsMolecular Property PredictionBoilingBoiling Point PredictionHydrogen BondingQuantitative Structure - Property Relationship ModelingQuantitative Structure-property Relationship ModelsQuantum Chemical DescriptorsStructure-property Relationship Analysis
A quantitative structure−property relationship (QSPR) treatment of the normal boiling points was performed for a structurally wide variety of organic compounds using the CODESSA (comprehensive descriptors for structural and statistical analysis) technique. A highly significant two-parameter correlation ( R 2 = 0.9544, s = 16.2 K) employs just two molecular parameters, a bulk cohesiveness descriptor, G I 1/3, and the area-weighted surface charge of the hydrogen-bonding donor atom(s) in the molecule. A more refined QSPR model (with R 2 = 0.9732 and s = 12.4 K) includes, in addition, the most negative atomic partial charge and the number of the chlorine atoms in the molecule. The four-parameter equation offers an average predicted error of 2.3% for a standard set of compounds with an average experimental error of 2.1%. The QSPR equations developed allow remarkably accurate predictions of the normal boiling points for a number of simple inorganic compounds, including water.
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Technometrics · 2005 · 18.1K citations
Business, Biostatistics, Mathematics +17
Characterization of molecular branching
Milan Randić · Journal of the American Chemical Society · 1975 · 3.6K citations