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