Hexin Huang

Validation design governs reliability claims in well-log lithology prediction

Abstract Well-log lithology classification supports reservoir identification and sedimentary facies mapping in exploration wells where core data are unavailable. Published studies commonly report row-level validation scores, although field deployment requires generalization to we...