Managed pressure drilling (MPD) has emerged as a key technology for optimizing wellbore stability during drilling operations. By precisely controlling the pressure within the wellbore, MPD helps to minimize formation collapse and other potential wellbore instability issues. This is achieved by modulating the mud weight and pore pressure throughout