A deep-learning-based surrogate model for data assimilation in dynamic subsurface flow problems
Meng Tang, Y. Liu, Louis J. Durlofsky
Topics & Concepts
ChannelizedSurrogate modelData assimilationComputer scienceResidualEnsemble Kalman filterArtificial intelligenceConvolutional neural networkAlgorithmReservoir simulationMachine learningGeologyKalman filterPetroleum engineeringMeteorologyExtended Kalman filterTelecommunicationsPhysicsReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir AnalysisDrilling and Well Engineering