Loss circulation problems, often referred to as leakage displacement, represent a major challenge in drilling operations. It happens when cut drilling fluid moves into cracks or porous formations, rather than coming back to the surface. This might lead to a decrease in drilling fluid volumes, impacting wellbore integrity, elevating trip times, and