Physics-Informed Machine Learning for Real-Time Formation Characterization Using Surface Drilling and Mud-Gas Data
Conventional wireline logging provides the industry standard for quantitative petrophysical characterization and remains essential for reservoir definition and completion design. This study investigates whether real-time surface drilling parameters recorded during the drilling of vertical well ASTT-6-Deep (4,094 m MD...