Physics-informed machine learning for reservoir management of enhanced geothermal systems
Bicheng Yan, Zhen Xu, Manojkumar Gudala, Zeeshan Tariq, Shuyu Sun, Thomas Finkbeiner
Topics & Concepts
Geothermal gradientReservoir simulationPetroleum engineeringReservoir modelingSteam injectionCoupling (piping)Nonlinear systemComputer scienceArtificial neural networkReservoir engineeringGeologyEngineeringArtificial intelligenceGeophysicsPhysicsMechanical engineeringQuantum mechanicsPaleontologyPetroleumReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir AnalysisModel Reduction and Neural Networks