Selecting the optimal drilling fluid is a crucial factor in ensuring successful and efficient well completion. Drilling fluids exhibit a range of properties that directly influence various aspects of the drilling process. These features include flow behavior, density, filtration behavior, lubricity, and stability. Understanding these properties is