Managed wellbore drilling (MPD) represents a complex drilling technique that provides for precise control of the downhole fluid levels . Unlike traditional drilling, MPD continuously manages the annulus pressure, minimizing the risk for kicks and maintaining a stable bottomhole pressure. This app