Managed pressure drilling (MPD) has emerged as a leading technique for optimizing wellbore stability during drilling operations. By precisely controlling the mud weight and pressure throughout the drilling process, MPD reduces the risk of formation damage, leading to a safer wellbore environment. This, MPD enables operators to traverse challenging