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A statistical correlation of entropy measures and zagreb indices in antizeolite networks via pearson analysis

  • Muhammad Farhan Hanif*
  • , Atef F. Hashem
  • , Mazhar Hussain
  • , Muhammad Kamran Siddiqui
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

5 Scopus citations

Abstract

Entropy measures are critical to characterizing the structural and information complexity of the network. The antizeolite-type structure is examined in this study through graph theory using the computation of several Zagreb-type indices and their respective entropy measures. Special attention is given to the use of the Pearson correlation coefficient to study the strength and character of the relationship between the indices and the values of the corresponding entropy measures. With extensive mathematical derivation and computation through Python, we uncover strong positive correlations revealing the character of structural graph parameters impacting informational uncertainty. These results provide an integrated comprehension of the topological features and the behavior of the antizeolite network’s entropy.

Original languageEnglish
Pages (from-to)6985-6997
Number of pages13
JournalChemical Papers
Volume79
Issue number10
DOIs
StatePublished - Oct 2025
Externally publishedYes

Bibliographical note

Publisher Copyright:
© The Author(s), under exclusive licence to the Institute of Chemistry, Slovak Academy of Sciences 2025.

Keywords

  • Antizeolite network
  • Graph entropy
  • Pearson correlation
  • Shannon entropy
  • Topological analysis
  • Zagreb-type indices

ASJC Scopus subject areas

  • General Chemistry
  • Biochemistry
  • General Chemical Engineering
  • Industrial and Manufacturing Engineering
  • Materials Chemistry

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