This research provides one of the most robust and data-pushed assessments of mud loss prediction thus far, giving practical insights in to the advanced interaction of drilling parameters and demonstrating a predictive precision that noticeably surpasses conventional empirical or a lot less innovative modeling methods. This do the job Successfully Submitted (Awaiting Approval)