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  1. erdc/pynirom erdc/pynirom Public

    Python tools for non-intrusive reduced order modeling

    Python 17 7

  2. erdc/node_nirom erdc/node_nirom Public

    Neural Ordinary Differential Equations for model order reduction of time-dependent PDEs

    Jupyter Notebook 7 2

  3. erdc/podrbf_nirom erdc/podrbf_nirom Public

    Non-intrusive reduced order models using proper orthogonal decomposition (POD) and radial basis function (RBF) interpolation for shallow water equations

    Jupyter Notebook 16 6

  4. erdc/aa_autoencoder_mca erdc/aa_autoencoder_mca Public

    Supporting code for "reduced order modeling using advection-aware autoencoders"

    Python 6 1

  5. erdc/SRUncertainty erdc/SRUncertainty Public

    Super-resolution with uncertainty estimation from sparse observations of dynamical systems and geospatial data using CNNs and GANs

    Python 2