A numerical investigation was conducted of steady laminar natural convection within a heated square
enclosure filled with a mixture of water, carbon nanotubes (CNT), and aluminum oxide (Al<sub>2</sub>O<sub>3</sub>) (hybrid
CNT-Al<sub>2</sub>O<sub>3</sub>/water nanofluid). Various heat source configurations and different volume fractions
for the hybrid nanofluids were examined. The obtained results were analyzed through numerical simulation
using ANSYS Fluent software. Thermal and dynamic fields were acquired, along with the Nusselt
number (Nu). The influence of parameters such as Rayleigh number (Ra), nanofluid type, and
heat source configuration was taken into account. Correlations between the Nusselt number and the
various control parameters of our configuration were also established. The acquired findings clearly
indicate that the introduction of nanoparticles has notably amplified heat transfer within the cavity (φ
= 0.09). Furthermore, the heat source configuration has proven to be a pivotal element that effectively
expedites the heat transfer process. Additionally, a direct correlation is observed between the increase
in average Nusselt number and the augmentation in volume fraction. Notably, the most favorable
outcomes are derived from the implementation of the (CNT-Al<sub>2</sub>O<sub>3</sub>)/water hybrid nanofluid.