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@mhpi Multi-scale Hydrology, Processes and Intelligence

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    12 repositories

    • dHBV_2_0

      Public
      High-resolution, multiscale, differentiable physics-informed ML model.
      physics-modelr2o
      Apache License 2.0
      •0•1•0•0•Updated Feb 24, 2025Feb 24, 2025

    • hydroDL2

      Public
      Home for hydrology models and augmentations to be used with differential modeling package dMG.
      Python
      •
      Apache License 2.0
      •1•6•2•0•Updated Feb 20, 2025Feb 20, 2025

    • generic_deltaModel

      Public
      Generic differentiable modeling framework
      Python
      •
      Apache License 2.0
      •2•8•7•0•Updated Feb 20, 2025Feb 20, 2025

    • CIROH_DL_NextGen

      Public
      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
      •
      MIT License
      •6•1•0•0•Updated Feb 10, 2025Feb 10, 2025

    • HydroDLAdj

      Public
      This code solves ODEs of hydrological models with adjoint.
      Python
      •
      Other
      •1•4•0•0•Updated Feb 6, 2025Feb 6, 2025

    • dPLHBVrelease

      Public
      Jupyter Notebook
      •
      Other
      •4•14•1•0•Updated Jan 18, 2025Jan 18, 2025

    • mhpi.github.io

      Public
      HTML
      •0•1•0•0•Updated Dec 17, 2024Dec 17, 2024

    • hydro_data_dev

      Public
      Development project for hydro data management
      Jupyter Notebook
      •
      MIT License
      •2•4•0•0•Updated Nov 4, 2024Nov 4, 2024

    • hydroDL

      Public
      Python
      •
      Other
      •99•199•5•0•Updated Sep 13, 2024Sep 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
      •
      Creative Commons Attribution 4.0 International
      •5•8•0•0•Updated Apr 14, 2024Apr 14, 2024

    • aws_transfer

      Public
      A code repo to interact with file transfers
      Python
      •0•0•0•0•Updated Feb 29, 2024Feb 29, 2024

    • ComponentArrays.jl

      Public
      Arrays with arbitrarily nested named components.
      Julia
      •
      MIT License
      •36•0•0•0•Updated Aug 12, 2021Aug 12, 2021