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3D CNN-PCA: A deep-learning-based parameterization for complex geomodels

Y. Liu, Louis J. Durlofsky

2020Computers & Geosciences84 citationsDOIOpen Access PDF

Topics & Concepts

Principal component analysisArtificial intelligenceConvolutional neural networkComputer sciencePattern recognition (psychology)ChannelizedContext (archaeology)Representation (politics)Deep learningGeologyPolitical sciencePoliticsPaleontologyTelecommunicationsLawReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir AnalysisDrilling and Well Engineering
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