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The current study generally aims to improve heat transfer in heat sinks by presenting a numerical analysis of natural convection of an enclosure with hot right and cool left walls, and thermally insulated top and bottom walls. The cold wall included configurations (half circle/half square) in various sizes (S = 0.1, 0.2, and 0.3), numbers (N = 1, 2, 3, and 4), and locations (C = 0.35, and 0.65). A heat sink is constructed of Aluminum attached to the hot wall, and composed of five fins with protrusions. Fins of the heat sink will be examined in a solid and porous structure. The enclosure is filled with a hybrid nanofluid of Nanoparticles (MWCNT and Fe3O4) and water. The current study utilized COMSOL Multiphysics software due to its efficacy in addressing scientific and technical challenges involving partial differential equations. The solving of the governing equations is achieved using the finite element method with various parameters: Rayleigh number (Ra = 103–106), Darcy number (Da = 10−2, 10−3), solid volume fraction (
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