Petrophysical characterization of deep saline aquifers for CO2 storage using ensemble smoother and deep convolutional autoencoder
Mingliang Liu, Darío Graña
Topics & Concepts
PetrophysicsData assimilationEnsemble Kalman filterBoreholePlumePermeability (electromagnetism)GeologyAutoencoderCarbon sequestrationAquiferReservoir modelingSoil sciencePorosityGeophysicsPetroleum engineeringDeep learningGeotechnical engineeringMachine learningArtificial intelligenceGroundwaterKalman filterComputer scienceMeteorologyExtended Kalman filterCarbon dioxideBiologyGeneticsPhysicsEcologyMembraneCO2 Sequestration and Geologic InteractionsReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir Analysis