This research delivers one of the most sturdy and knowledge-driven assessments of mud loss prediction so far, providing useful insights to the advanced interaction of drilling parameters and demonstrating a predictive precision that considerably surpasses traditional empirical or much less innovative modeling strategies. This perform aims to br