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Multi-scale Hydrology, Processes and Intelligence

Dr Chaopeng Shen's Group in Hydrologic Deep Learning and Modeling

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  1. hydroDL Public

    Python 204 101

  2. generic_deltaModel Public

    Generic differentiable modeling framework

    Python 10 2

  3. dPLHBVrelease Public

    Jupyter Notebook 14 5

  4. dMC-Juniata-hydroDL2 Public

    A novel differentiable modeling framework to perform routing and to learn a “parameterization scheme” (a systematic way of inferring parameters from more rudimentary information) for routing flows …

    Python 9 5

  5. HydroDLAdj Public

    This code solves ODEs of hydrological models with adjoint.

    Python 4 1

Repositories

Showing 10 of 12 repositories
  • generic_deltaModel Public

    Generic differentiable modeling framework

    Python 10 Apache-2.0 2 7 0 Updated Apr 2, 2025
  • hydroDL2 Public

    Home for hydrology models and augmentations to be used with differential modeling package dMG.

    Python 7 Apache-2.0 1 2 0 Updated Mar 20, 2025
  • dHBV_2_0 Public

    High-resolution, multiscale, differentiable physics-informed ML model.

    Jupyter Notebook 1 Apache-2.0 0 0 0 Updated Mar 11, 2025
  • CIROH_DL_NextGen Public Forked from jmframe/CIROH_DL_NextGen

    Integrate and test deep learning (DL) and physics-informed deep learning (PIML) streamflow models and data assimilation into NOAA’s Next Generation Water Modeling Engine and Framework Prototype.

    Jupyter Notebook 1 MIT 6 0 0 Updated Feb 10, 2025
  • HydroDLAdj Public

    This code solves ODEs of hydrological models with adjoint.

    Python 4 1 0 0 Updated Feb 6, 2025
  • dPLHBVrelease Public
    Jupyter Notebook 14 5 1 0 Updated Jan 18, 2025
  • HTML 1 0 0 0 Updated Dec 17, 2024
  • hydro_data_dev Public

    Development project for hydro data management

    Jupyter Notebook 4 MIT 2 0 0 Updated Nov 4, 2024
  • hydroDL Public
    Python 204 101 5 0 Updated Sep 13, 2024
  • dMC-Juniata-hydroDL2 Public

    A novel differentiable modeling framework to perform routing and to learn a “parameterization scheme” (a systematic way of inferring parameters from more rudimentary information) for routing flows on the river network.

    Python 9 CC-BY-4.0 5 0 0 Updated Apr 14, 2024

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