Search Results - "Deep convolutional autoencoder Finite element Nonlinear problem"

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    Non-intrusive reduced order modeling of natural convection in porous media using convolutional autoencoders: Comparison with linear subspace techniques by Kadeethum, T., Ballarin, F., Choi, Y., O’Malley, D., Yoon, H., Bouklas, N.

    ISSN: 0309-1708, 1872-9657
    Published: United States Elsevier Ltd 01.02.2022
    Published in Advances in water resources (01.02.2022)
    “…Natural convection in porous media is a highly nonlinear multiphysical problem relevant to many engineering applications (e.g., the process of CO2…”
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    Journal Article