Hybrid physics and data-driven modeling for unconventional field development and its application to US onshore basin
Jaeyoung Park, Akhil Datta‐Gupta, Ajay Pratap Singh, Sathish Sankaran
Topics & Concepts
Artificial neural networkMatching (statistics)Reservoir simulationField (mathematics)Sensitivity (control systems)Computer scienceOil fieldReservoir modelingTest dataReservoir computingAlgorithmMachine learningSimulationArtificial intelligenceEngineeringMathematicsPetroleum engineeringStatisticsRecurrent neural networkElectronic engineeringProgramming languagePure mathematicsReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir AnalysisDrilling and Well Engineering