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Variational Autoencoder or Generative Adversarial Networks? A Comparison of Two Deep Learning Methods for Flow and Transport Data Assimilation

Jichao Bao, Liangping Li, Arden D. Davis

2022Mathematical Geosciences56 citationsDOI

Topics & Concepts

Data assimilationAutoencoderHydrogeologyAquiferComputer scienceCategorical variableGroundwaterGenerative modelArtificial intelligenceDeep learningData miningMachine learningGeologyGenerative grammarGeotechnical engineeringMeteorologyPhysicsGroundwater flow and contamination studiesReservoir Engineering and Simulation MethodsSeismic Imaging and Inversion Techniques
Variational Autoencoder or Generative Adversarial Networks? A Comparison of Two Deep Learning Methods for Flow and Transport Data Assimilation | Litcius