This study gives One of the more strong and data-pushed assessments of mud loss prediction thus far, providing practical insights into the complicated interplay of drilling parameters and demonstrating a predictive precision that drastically surpasses regular empirical or much less innovative modeling approaches. This perform aims to bridge the