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Making the black-box brighter: Interpreting machine learning algorithm for forecasting drilling accidents

Ekaterina Gurina, Nikita Klyuchnikov, Ksenia Antipova, Dmitry Koroteev

2022Journal of Petroleum Science and Engineering11 citationsDOIOpen Access PDF

Topics & Concepts

Black boxDrillingComputer scienceMachine learningBaseline (sea)Metric (unit)Artificial neural networkArtificial intelligenceIndustrial engineeringData miningEngineeringOperations managementGeologyMechanical engineeringOceanographyReservoir Engineering and Simulation MethodsOil and Gas Production TechniquesExplainable Artificial Intelligence (XAI)
Making the black-box brighter: Interpreting machine learning algorithm for forecasting drilling accidents | Litcius