A study of six Browse Basin wells shows gradient boosting can reconstruct sonic logs missing under a harsh simulated pattern, with little effect on downstream lithology classification.
While machine learning has a variety of use cases and the capability of deep analysis it is not without limitations. With large data requirements coupled with challenges in transparency and ...