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Downhole quantitative evaluation of gas kick during deepwater drilling with deep learning using pilot-scale rig data

Qishuai Yin, Jin Yang, Mayank Tyagi, Xu Zhou, Ning Wang, Gang Tong, Renjun Xie, Hexing Liu, Bohan Cao

2021Journal of Petroleum Science and Engineering57 citationsDOIOpen Access PDF

Topics & Concepts

DrillingArtificial neural networkPetroleum engineeringMargin (machine learning)EngineeringArtificial intelligenceMarine engineeringMachine learningSimulationComputer scienceMechanical engineeringDrilling and Well EngineeringOil and Gas Production TechniquesOffshore Engineering and Technologies
Downhole quantitative evaluation of gas kick during deepwater drilling with deep learning using pilot-scale rig data | Litcius