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Deep-learning-generalized data-space inversion and uncertainty quantification framework for accelerating geological CO2 plume migration monitoring

Cong Xiao, Shicheng Zhang, Xingfang Ma, Tong Zhou, Tengfei Hou, Fushan Chen

2023Geoenergy Science and Engineering21 citationsDOI

Topics & Concepts

Deep learningUncertainty quantificationComputer scienceAutoencoderData assimilationArtificial intelligenceConvolutional neural networkMachine learningBayesian inferenceInversion (geology)Synthetic dataArtificial neural networkBayesian probabilityAlgorithmData miningGeologyMeteorologyPhysicsStructural basinPaleontologyCO2 Sequestration and Geologic InteractionsReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir Analysis
Deep-learning-generalized data-space inversion and uncertainty quantification framework for accelerating geological CO2 plume migration monitoring | Litcius