Managed wellbore drilling (MPD) represents a advanced drilling technique that enables for accurate control during the downhole fluid levels . Unlike traditional drilling, MPD continuously manages the https://vertechs21.wordpress.com/2025/09/17/exploring-the-advantages-of-self%e2%80%91adaptive-algorithms-in-mpd/