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Multi-level convolutional autoencoder networks for parametric prediction of spatio-temporal dynamics

Jiayang Xu, Karthik Duraisamy

2020Computer Methods in Applied Mechanics and Engineering170 citationsDOIOpen Access PDF

Topics & Concepts

AutoencoderComputer scienceConvolutional neural networkParametric statisticsSensitivity (control systems)Classification of discontinuitiesDimension (graph theory)AlgorithmArtificial intelligenceSequence (biology)Pattern recognition (psychology)Artificial neural networkMathematicsStatisticsEngineeringGeneticsElectronic engineeringMathematical analysisPure mathematicsBiologyMeteorological Phenomena and SimulationsModel Reduction and Neural NetworksClimate variability and models