Presentation/Workshop Production and Subsurface Machine Learning Model for Predicting Hydrocarbon Recovery Novi’s Kiran Sathaye used a machine learning model to quantitatively unify geology, completions, and spacing. He presented his results to the AAPG ACE annual convention and exhibition. How do I quantitatively incorporate subsurface, completions, and production data to make pre-drill predictions for unconventional wells […]