A physics-constrained long-term production prediction method for multiple fractured wells using deep learning
Xuechen Li, Xinfang Ma, Fengchao Xiao, Cong Xiao, Fei Wang, Shicheng Zhang
Topics & Concepts
Artificial intelligenceArtificial neural networkRobustness (evolution)Reservoir computingDeep learningComputer scienceMachine learningRecurrent neural networkField (mathematics)Term (time)Production (economics)Long-term predictionGeneralizationMathematicsGeneMacroeconomicsPure mathematicsMathematical analysisPhysicsEconomicsTelecommunicationsQuantum mechanicsChemistryBiochemistryHydraulic Fracturing and Reservoir AnalysisReservoir Engineering and Simulation MethodsOil and Gas Production Techniques