Thermophoresis effects on Sn-W/ C₃H₈O₂ nanomaterial using intelligent neuro-computing paradigm: Yamada-Ota model.

Muhammad Kamran^1,2,3, Zafar Rakhmanov⁴, Mustafa Inc^5,6, Saba Liaqat⁷, Munawar Abbas^5,8,9, Hakim Al Garalleh¹⁰, Zuhair Jastaneyah¹¹, Mohamed Hafez^2,12

¹Center for Digital Transformation and Artificial Intelligence Research, Bahçeşehir Cyprus University, TRNC Mersin 10, Nicosia, Turkey.

²Faculty of Engineering and Quantity Surviving, INTI International University Colleges, Nilai, Malaysia.

³International Center for Interdisciplinary Research in Sciences, The University of Lahore, Lahore, Pakistan.

⁴School of Exact Sciences, National Pedagogical University of Uzbekistan named after Nizami, Tashkent, Uzbekistan.

⁵Department of Mathematics, Firat University, Elazig, 23119, Turkiye.

⁶Department of Mathematics, Khazar University, Baku, AZ, 1096, Azerbaijan.

⁷Department of Computer Engineering, Biruni University, Istanbul, 34010, Turkey.

⁸Mechanics and Mathematics Department of the Western Caspian University, Baku, Azerbaijan.

⁹Department of Mathematics, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, Tamil Nadu, India.

¹⁰Department of Mathematical Science, College of Engineering, University of Business and Technology, Jeddah, 21361, Saudi Arabia.

¹¹Department of Mechanical Engineering, College of Engineering, University of Business and Technology, Jeddah, 21361, Saudi Arabia.

¹²Faculty of Management, Shinawatra University, Pathum Thani, Thailand.

PubMed PMC DOI PDF

Abstract

The Yamada-Ota thermal conductivity model, along with an intelligent neuro-computing paradigm, is commonly used to study the thermophysical behavior of Sn-W/C₃H₈O₂ nanomaterials during thermophoresis and Soret-Dufour effects. The concept has numerous applications, including electronic device cooling, solar energy systems, thermal energy storage, chemical reactors, biomedical heat transfer, and nan…

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