Managed formation drilling (MPD) is a advanced drilling process that enables for precise control of the reservoir conditions. Differing from traditional drilling, MPD dynamically manages the annulus https://vertechs21.wordpress.com/2025/09/17/exploring-the-advantages-of-self%e2%80%91adaptive-algorithms-in-mpd/