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    22 repositories

    • CAM-ML

      Public
      Community Atmosphere Model
      Fortran
      •140•0•13•4•Updated Oct 16, 2024Oct 16, 2024

    • m2lines.github.io

      Public
      m2lines.github.io Hugo website source
      SCSS
      •1•2•6•2•Updated Oct 15, 2024Oct 15, 2024

    • convection-parameterization-in-CAM

      Public
      Deployment of the convection parameterization scheme (previously from within SAM) deployed into the CAM model
      Fortran
      •
      MIT License
      •2•3•10•3•Updated Oct 15, 2024Oct 15, 2024

    • data-gallery

      Public
      Jupyter Notebook
      •
      Apache License 2.0
      •2•0•11•3•Updated Oct 14, 2024Oct 14, 2024

    • L96_demo

      Public
      Lorenz 1996 two time-scale model for learning machine learning
      Jupyter Notebook
      •
      Other
      •19•34•1•1•Updated Oct 14, 2024Oct 14, 2024

    • momentum-closures-OM4

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Oct 9, 2024Oct 9, 2024

    • Spinup-NEMO

      Public
      Jupyter Notebook
      •0•0•14•2•Updated Sep 18, 2024Sep 18, 2024

    • seaice_DA-ML

      Public
      Jupyter Notebook
      •0•1•0•0•Updated Aug 30, 2024Aug 30, 2024

    • mom6-plots

      Public
      Centralized plotting styles and functions for MOM6 output
      Jupyter Notebook
      •
      Apache License 2.0
      •3•1•4•3•Updated Aug 29, 2024Aug 29, 2024

    • Implementation-ZB20

      Public
      Contains source code and Figure plotting functions of ZB20 parameterization implemented to the MOM6 ocean model
      Jupyter Notebook
      •0•1•0•0•Updated Jul 7, 2024Jul 7, 2024

    • gz21_ocean_momentum

      Public
      Stochastic-Deep Learning Parameterization of Ocean Momentum Forcing
      Jupyter Notebook
      •
      MIT License
      •0•5•15•1•Updated Dec 19, 2023Dec 19, 2023

    • pyqg_generative

      Public
      Generative models (GAN, VAE) for parameterization of mesoscale eddies in pyqg ocean model.
      Jupyter Notebook
      •2•5•0•0•Updated Oct 19, 2023Oct 19, 2023

    • EquationDisco

      Public
      M²LInES equation discovery package.
      Jupyter Notebook
      •
      MIT License
      •1•1•5•2•Updated Jun 29, 2023Jun 29, 2023

    • MLwithQG

      Public
      Jupyter book tutorial on Ross 2022 machine learning subgrid parametrizations
      Jupyter Notebook
      •0•0•2•0•Updated Jun 5, 2023Jun 5, 2023

    • pyqg_parameterization_benchmarks

      Public
      Public-facing git repository for JAMES submission, "Benchmarking of machine learning ocean parameterizations in an idealized model"
      Jupyter Notebook
      •
      MIT License
      •3•10•2•0•Updated Feb 20, 2023Feb 20, 2023

    • hub

      Public
      Jupyter Notebook
      •0•1•2•0•Updated Jan 25, 2023Jan 25, 2023

    • pyqg_hackathon_examples

      Public
      Examples for the M2LiNES hackathon!
      Jupyter Notebook
      •0•0•0•0•Updated May 17, 2022May 17, 2022

    • momentum_parameterization

      Public
      Code and associated data with neural network parameterization of momentum
      Jupyter Notebook
      •2•0•0•0•Updated Aug 18, 2021Aug 18, 2021

    • subgrid

      Public
      Jupyter Notebook
      •
      MIT License
      •2•0•0•0•Updated Aug 18, 2021Aug 18, 2021

    • swe_stochastic_param

      Public
      Shallow Water Equations on a square basin with stochastic deep learning parameterization of subgrid momentum forcing
      Python
      •
      GNU General Public License v3.0
      •1•0•0•0•Updated Aug 18, 2021Aug 18, 2021

    • Neural_nework_parameterization

      Public
      Code used in:"Use of neural networks for stable, accurate and physically consistent parameterization of subgrid atmospheric processes with good performance at reduced precision"
      Fortran
      •6•1•0•0•Updated Feb 9, 2021Feb 9, 2021

    • subgrid_parameterization

      Public
      Fortran
      •1•0•0•0•Updated Mar 2, 2020Mar 2, 2020