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Abdulfattah Noorwalli on Muck Rack

Abdulfattah Noorwalli

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Machine learning–based regression analysis of cyclopentane and cyclohexane molecular graphs

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By Muhammad Irfan, M. Umair Shahzad, Kamal M. Othman, Esam Y. O. Zafar, Nabeela Bashir, Abdulfattah Noorwalli, Abdul Guddoos S. A. Gaid
| Nature Verified
Abstract Cyclopentane is used to make high-performance plastics and composites. Cyclohexane is a polymer that has several specialized applications due to its unique properties, such as good chemical resistance, low moisture absorption, and high thermal stability. Despite their industrial relevance, a systematic comparative analysis of degree-based and neighborhood degree-based topological indices and their predictive capability for chemical properties remains limited in the existing literature.
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