Managed pressure drilling (MPD) has emerged as a powerful technique for optimizing wellbore stability during drilling operations. By carefully controlling the mud weight MPD drilling techniques and pressure throughout the drilling process, MPD mitigates the risk of formation failure, leading to a more secure wellbore environment. Consequently, MPD