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  1. HydrologicStationarity HydrologicStationarity Public

    Analyzing hydrologic nonstationarities

    Jupyter Notebook 2 3

  2. nwm-post-processing-with-lstm nwm-post-processing-with-lstm Public

    Post processing the National Water Model at a one day averaged time step with long short-term memory networks.

    Jupyter Notebook 1 5

  3. lstm-land-surface lstm-land-surface Public

    LSTM model to predict the states and fluxes of Noah-MP land surface model

    Python 1

  4. IMPaCS IMPaCS Public

    Geochemistry of early Earth...

    Jupyter Notebook

  5. mclstm_2021_extrapolate mclstm_2021_extrapolate Public

    Code and models for the HESS paper on mass conservation and extrapolation with deep learning

    Jupyter Notebook 11 1

  6. mclstm_2021_mass_balance mclstm_2021_mass_balance Public

    Repository for analysis code for the 2021 paper on mass balance with LSTM/MC-LSTM

    Jupyter Notebook 6