Modified reverse degree descriptors for combined topological and entropy characterizations of 2D metal organic frameworks: applications in graph energy prediction

Autor: A. R. Abul Kalaam, A. Berin Greeni, Micheal Arockiaraj
Jazyk: angličtina
Rok vydání: 2024
Předmět:
Zdroj: Frontiers in Chemistry, Vol 12 (2024)
Druh dokumentu: article
ISSN: 2296-2646
DOI: 10.3389/fchem.2024.1470231
Popis: Topological descriptors are widely utilized as graph theoretical measures for evaluating the physicochemical properties of organic frameworks by examining their molecular structures. Our current research validates the usage of topological descriptors in studying frameworks such as metal-butylated hydroxytoluene, NH-substituted coronene transition metal, transition metal-phthalocyanine, and conductive metal-octa amino phthalocyanine. These metal organic frameworks are crucial in nanoscale research for their porosity, adaptability, and conductivity, making them essential for advanced materials and modern technology. In this study, we provide the topological and entropy characterizations of these frameworks by employing robust reverse degree based descriptors, which offer insightful information on structural complexities. This structural information is applied to predict the graph energy of the considered metal organic frameworks using statistical regression models.
Databáze: Directory of Open Access Journals
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