Operational Conditions: Drilling was performed beneath overbalanced drilling (OBD) disorders, exactly where the hydrostatic force of the drilling mud column intentionally exceeds the development pore stress. Eventually, when the styles give actionable insights into mud loss prediction, their integration into serious-time drilling operations