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Heat transfer enhancement is a critical aspect of thermal engineering design, aimed at improving the efficiency of heat exchangers while minimizing pressure drop penalties. This paper presents a Computational Fluid Dynamics (CFD) investigation into the heat transfer and fluid flow characteristics inside a circular tube fitted with [specific insert, e.g., twisted tape or rib roughness]. The study utilizes software to solve the governing equations of mass, momentum, and energy. The simulation results are validated against standard experimental correlations (Dittus-Boelter equation). The analysis reveals that the use of the insert significantly enhances the heat transfer coefficient compared to a smooth tube, albeit with a moderate increase in friction factor. The thermal performance factor is evaluated to assess the overall efficacy of the enhancement technique. : They have been associated with channels such