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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 hydroDL Public

    Python 196 98

  2. generic_deltaModel generic_deltaModel Public

    Generic differentiable modeling framework

    Python 8 3

  3. dPLHBVrelease dPLHBVrelease Public

    Jupyter Notebook 14 4

  4. dMC-Juniata-hydroDL2 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 8 5

  5. HydroDLAdj HydroDLAdj Public

    This code solves ODEs of hydrological models with adjoint.

    Python 4 1

Repositories

Showing 10 of 12 repositories
  • ddr Public Forked from mhpi/generic_deltaModel

    Distributed Differential Routing

    mhpi/ddr’s past year of commit activity
    Python 0 Apache-2.0 3 0 0 Updated Feb 4, 2025
  • generic_deltaModel Public

    Generic differentiable modeling framework

    mhpi/generic_deltaModel’s past year of commit activity
    Python 8 Apache-2.0 3 13 0 Updated Jan 31, 2025
  • hydroDL2 Public

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

    mhpi/hydroDL2’s past year of commit activity
    Python 6 Apache-2.0 0 2 0 Updated Jan 31, 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.

    mhpi/CIROH_DL_NextGen’s past year of commit activity
    Jupyter Notebook 1 MIT 6 0 0 Updated Jan 29, 2025
  • dPLHBVrelease Public
    mhpi/dPLHBVrelease’s past year of commit activity
    Jupyter Notebook 14 4 1 0 Updated Jan 18, 2025
  • mhpi/mhpi.github.io’s past year of commit activity
    HTML 1 0 0 0 Updated Dec 17, 2024
  • hydro_data_dev Public

    Development project for hydro data management

    mhpi/hydro_data_dev’s past year of commit activity
    Jupyter Notebook 4 MIT 2 0 0 Updated Nov 4, 2024
  • hydroDL Public
    mhpi/hydroDL’s past year of commit activity
    Python 196 98 5 0 Updated Sep 13, 2024
  • HydroDLAdj Public

    This code solves ODEs of hydrological models with adjoint.

    mhpi/HydroDLAdj’s past year of commit activity
    Python 4 1 0 0 Updated Sep 11, 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.

    mhpi/dMC-Juniata-hydroDL2’s past year of commit activity
    Python 8 CC-BY-4.0 5 0 0 Updated Apr 14, 2024

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