Finite-element and neural-network-assisted surrogate analysis of mixed convection heat transfer of nano-encapsulated phase change material suspensions in a lid-driven trapezoidal enclosure: dataset

Name: Finite-element and neural-network-assisted surrogate analysis of mixed convection heat transfer of nano-encapsulated phase change material suspensions in a lid-driven trapezoidal enclosure: dataset
Creator: Rawia Ahmed
Published: 2026-07-30T10:16:28.435Z
Keywords: Nanoparticle, Heat Transfer, Phase Change Material, Natural Convection

Ahmed, Rawia; Guesmi, Hanene; Alalfy, Hany; Habib, Jehan; Shafi, jana; Hajlaoui, Khalil; Ghalambaz, Mehdi

doi:10.17632/wdzs4bw4nm.1

Finite-element and neural-network-assisted surrogate analysis of mixed convection heat transfer of nano-encapsulated phase change material suspensions in a lid-driven trapezoidal enclosure: dataset

Published: 30 July 2026| Version 1 | DOI: 10.17632/wdzs4bw4nm.1

Contributors:

Rawia Ahmed, Hanene Guesmi, Hany Alalfy, Jehan Habib, jana Shafi, Khalil Hajlaoui, Mehdi Ghalambaz

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Finite-element and neural-network-assisted surrogate analysis of mixed convection heat transfer of nano-encapsulated phase change material suspensions in a lid-driven trapezoidal enclosure: dataset

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University of Ha'il
Ha'il
Grant ID: RG-25 100

Finite-element and neural-network-assisted surrogate analysis of mixed convection heat transfer of nano-encapsulated phase change material suspensions in a lid-driven trapezoidal enclosure: dataset

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