A framework for predicting the production performance of unconventional resources using deep learning
Sen Wang, Chao-xu Qin, Qihong Feng, Farzam Javadpour, Zhenhua Rui
Topics & Concepts
Unconventional oilProduction (economics)Computer scienceArtificial intelligenceArtificial neural networkHyperparameterReservoir simulationBackpropagationMachine learningDeep learningGeneralizationHydraulic fracturingPredictive modellingData miningOil shaleEngineeringPetroleum engineeringMathematicsEconomicsMacroeconomicsWaste managementMathematical analysisHydraulic Fracturing and Reservoir AnalysisDrilling and Well EngineeringOil and Gas Production Techniques