This review features Among the most sturdy and info-driven assessments of mud loss prediction to date, supplying sensible insights into the sophisticated interaction of drilling parameters and demonstrating a predictive accuracy that considerably surpasses traditional empirical or much less sophisticated modeling approaches. This operate aims to bridge the hole Successfully Submitted (Awaiting Approval)