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Performance-cost co-optimization of shell-and-tube thermal energy storage units with enhanced sub-fin geometry via a hybrid numerical–AI approach

Yong-hui LiSchool of Management, Zhaotong University, Zhaotong 657000, ChinaAli BasemAdvanced Technical College, University of Warith Al-Anbiyaa, Karbala, IraqSaleh AlhumaidDepartment of Mechanical Engineering, University of Hail, Hail, 81481, Saudi ArabiaRaymond GhandourCollege of Engineering and Technology, American University of the Middle East, 54200, Egaila, KuwaitZahra BayhanDepartment of Physics, College of Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, 11671, Saudi ArabiaXinli LiSchool of Logistics, Linyi University, Linyi, Shandong, 276000, ChinaMohamed AyadiDepartment of Mathematics, College of Science, Majmaah University, Al-Majmaah, 11952, Saudi ArabiaZuhair JastaneyahDepartment of Mechanical Engineering, College of Engineering, University of Business and Technology, Jeddah, 21361, Saudi ArabiaChadi NohraBeirut Arab University, ECE Department, Tripoli, Lebanon
2025en
ABI

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