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A comparison of neural network architectures for data-driven reduced-order modeling

Anthony Gruber, Max Gunzburger, Lili Ju, Zhu Wang

2022Computer Methods in Applied Mechanics and Engineering78 citationsDOIOpen Access PDF

Topics & Concepts

AutoencoderComputer scienceDeep learningConvolutional neural networkArtificial intelligenceSnapshot (computer storage)ArchitectureGraphNetwork architectureBenchmark (surveying)Pattern recognition (psychology)Data miningTheoretical computer scienceGeographyArtOperating systemVisual artsComputer securityGeodesyModel Reduction and Neural NetworksGenerative Adversarial Networks and Image SynthesisGaussian Processes and Bayesian Inference