Managed formation drilling (MPD) represents a complex drilling method that enables for precise control over the reservoir fluid levels . Differing from traditional drilling, MPD continuously manages the https://medium.com/@vertechs/exploring-the-advantages-of-self-adaptive-algorithms-in-mpd-791a5875e8ac