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Modification of Wiener Index and its application
Feng Yang1, Zhen-Dong Wang, Yun-Ping Huang
1Department of Environmental and Chemical Engineering, Wuhan Institute of Science and Technology, Wuhan, 430073, P.R. China. fengy@wist.edu.cn
Summary
A new topological index, W*, enhances molecular property prediction by considering atomic properties and bonding. This novel index achieves high accuracy in predicting gas chromatography retention and formation enthalpies for diverse chemical systems.
Area of Science:
- Chemical Informatics
- Computational Chemistry
- Quantitative Structure-Property Relationships (QSPR)
Background:
- The Wiener Index is a well-established topological descriptor for molecular graphs.
- Existing topological indices may not fully capture the complexities of heteroatom-containing and multiple bond systems.
- Accurate prediction of molecular properties is crucial for drug discovery and materials science.
Purpose of the Study:
- To introduce a novel topological index, W*, based on the Wiener Index.
- To incorporate atomic properties like electronegativity and atomic number into the index definition.
- To assess the applicability and predictive power of W* for various chemical compounds.
Main Methods:
- Definition of W* incorporating electronegativity (I), bond length (R), and atomic numbers (Z).
- Calculation of S*(ij) for adjacent and non-adjacent atoms, considering electronegativity and atomic number ratios (alpha).
- Application of W* to predict gas chromatography retention index and standard formation enthalpy.
Main Results:
- The proposed W* index effectively accounts for vertex properties and interactions within molecules.
- W* demonstrates applicability to heteroatom-containing organic systems, multiple bond systems, and inorganic compounds.
- High correlation coefficients (above 0.97) were achieved in predicting retention index and formation enthalpy for hydrocarbons, methyl halides, halogen-silicon, and transition metal compounds.
Conclusions:
- The novel W* topological index offers a robust method for predicting molecular properties.
- W* provides a valuable tool for quantitative structure-property relationship studies.
- This index shows significant promise for applications in diverse areas of chemistry and materials science.