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  1. erdc/pynirom erdc/pynirom Public

    Python tools for non-intrusive reduced order modeling

    Python 21 7

  2. 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 23 7

  3. erdc/aa_autoencoder_mca erdc/aa_autoencoder_mca Public

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

    Python 6 1

  4. 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

  5. UT-CHG/SW_MITONet UT-CHG/SW_MITONet Public

    Tensorflow-2 implementation of MITONet, a neural emulator for 2D shallow water flows in coastal and riverine environments. This code supports the results presented in the cited JGR:ML&C article.

    Jupyter Notebook