On Shannon's Strategy of Computing Degree Based Entropy Measures for Melamine Cyanuric Acid Molecular Structure

This manuscript introduces an existing enhanced approach to Shannon's method for computing degree-based entropies, integrating both additive and multiplicative degree-based topological indices. It also assesses the physicochemical correlation capacity of the melamine cyanuric acid molecular structure, addressing implications for physicochemical and biological realms. Graph theoritical computational techniques were applied to investigate the interaction between melamine and cyanuric acid, revealing diverse binding configurations and emphasizing the importance of structural diversity in these complexes. The study represents the melamine cyanuric acid structure using three chemical graphs and establishes a hydrogen-bonded biomolecular network. From the comparison between multiplicative and additive degree based entropy measures the bond additive descriptors showed superior predictive performance for entropies, prompting further analysis on their correlation with entropy measures using linear regression models. Significant relationships between bond additive degree-based descriptors and entropy measures were observed, demonstrating potential for predictive modeling in physicochemical contexts.

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Publication Details

Journal
Malaysian Journal of Mathematical Sciences
Published
2025-03-24
DOI
https://doi.org/10.47836/mjms.19.1.13
Citations
1
Primary Topic
Melamine detection and toxicity
Type
article
Field-Weighted Citation Impact
1.16
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article

On Shannon's Strategy of Computing Degree Based Entropy Measures for Melamine Cyanuric Acid Molecular Structure

Mohamad Nazri Husin, P. Noah Antony Daniel Renai, S. Roy
1 citations
Malaysian Journal of Mathematical Sciences
Melamine detection and toxicity
1.16
article

On Shannon's Strategy of Computing Degree Based Entropy Measures for Melamine Cyanuric Acid Molecular Structure

Mohamad Nazri Husin, P. Noah Antony Daniel Renai, S. Roy
article en
1 citations

Abstract

This manuscript introduces an existing enhanced approach to Shannon's method for computing degree-based entropies, integrating both additive and multiplicative degree-based topological indices. It also assesses the physicochemical correlation capacity of the melamine cyanuric acid molecular structure, addressing implications for physicochemical and biological realms. Graph theoritical computational techniques were applied to investigate the interaction between melamine and cyanuric acid, revealing diverse binding configurations and emphasizing the importance of structural diversity in these complexes. The study represents the melamine cyanuric acid structure using three chemical graphs and establishes a hydrogen-bonded biomolecular network. From the comparison between multiplicative and additive degree based entropy measures the bond additive descriptors showed superior predictive performance for entropies, prompting further analysis on their correlation with entropy measures using linear regression models. Significant relationships between bond additive degree-based descriptors and entropy measures were observed, demonstrating potential for predictive modeling in physicochemical contexts.

Malaysian Journal of Mathematical SciencesVol. 19(1)
Openalex Percentile: Top 24%
Melamine detection and toxicity
1.16
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On Shannon's Strategy of Computing Degree Based Entropy Measures for Melamine Cyanuric Acid Molecular Structure — Mohamad Nazri Husin, P. Noah Antony Daniel Renai, et al. · Malaysian Journal of Mathematical Sciences (2025) | TGRS Research Map | TGRS