Interpretability and causal discovery of the machine learning models to predict the production of CBM wells after hydraulic fracturing
Chao Min, Guoquan Wen, Liangjie Gou, Xiaogang Li, Zhaozhong Yang
Topics & Concepts
InterpretabilityMachine learningArtificial intelligenceGeneralizationHydraulic fracturingProduction (economics)Computer scienceCausality (physics)GraphPredictive modellingData miningEngineeringPetroleum engineeringMathematicsTheoretical computer scienceEconomicsMathematical analysisMacroeconomicsPhysicsQuantum mechanicsHydraulic Fracturing and Reservoir AnalysisReservoir Engineering and Simulation MethodsDrilling and Well Engineering