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@cerea-daml CEREA DA-ML team

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    15 repositories

    • diffusion-nextsim-regional

      Public
      Official implementation for "Generative diffusion for regional surrogate models from sea-ice simulations"
      Jupyter Notebook
      •
      MIT License
      •0•3•0•0•Updated Sep 30, 2024Sep 30, 2024

    • ddm-dynamical

      Public
      Python
      •
      MIT License
      •0•1•0•0•Updated Sep 30, 2024Sep 30, 2024

    • pyshqg

      Public
      Python solver for the Marshall and Molteni (1993) quasi-geostrophic model.
      Python
      •
      MIT License
      •0•0•0•0•Updated Mar 19, 2024Mar 19, 2024

    • nextsim-surrogate

      Public
      Repository containing all source codes to train a surrogate model of neXtSIM and plot figures of paper 'Data-driven surrogate modeling of high-resolution sea-ice thickness in the Arctic' published in The Cryosphere
      Jupyter Notebook
      •
      MIT License
      •0•1•0•0•Updated Mar 6, 2024Mar 6, 2024

    • adomo-mocis-wape-daml-mooc

      Public
      Jupyter Notebook
      •
      MIT License
      •0•1•0•0•Updated Feb 22, 2024Feb 22, 2024

    • adomo-mocis-wape-daml-tutorial

      Public
      Practical sessions of data assimilation with a shallow water model.
      Jupyter Notebook
      •
      MIT License
      •0•1•0•0•Updated Feb 22, 2024Feb 22, 2024

    • tdma-practical-session

      Public
      Practical session at the summer school "TDMA"
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Jan 10, 2024Jan 10, 2024

    • co2-images-inv-dl

      Public
      Official repository for the paper "Deep learning applied to CO2 power plant emissions quantification using simulated satellite images"
      Jupyter Notebook
      •0•4•0•0•Updated Nov 10, 2023Nov 10, 2023

    • ddm-attractor

      Public
      Official repository to the paper: "Representation learning with unconditional denoising diffusion models for dynamical systems"
      Python
      •
      MIT License
      •0•1•0•0•Updated Oct 4, 2023Oct 4, 2023

    • hybrid_nn_meb_model

      Public
      The official code for "Deep learning subgrid-scale parametrisations for short-term forecasting of sea-ice dynamics with a Maxwell elasto-brittle rheology", published in the "The Cryosphere"
      Jupyter Notebook
      •
      MIT License
      •0•2•0•0•Updated Jul 26, 2023Jul 26, 2023

    • cerea-daml.github.io

      Public
      Website for the CEREA-DAML team
      Ruby
      •
      MIT License
      •0•0•0•0•Updated Dec 8, 2022Dec 8, 2022

    • co2-images-seg

      Public
      The official code for "Segmentation of XCO2 images with deep learning: application to synthetic plumes from cities and power plants", submitted to " Geoscientific Model Development"
      Python
      •
      MIT License
      •1•10•0•0•Updated Nov 28, 2022Nov 28, 2022

    • fnn

      Public
      Toolbox to use NNs in fortran
      Fortran
      •
      MIT License
      •3•12•0•0•Updated Oct 25, 2022Oct 25, 2022

    • treeconfigparser

      Public
      Python
      •
      MIT License
      •0•2•0•0•Updated Apr 29, 2021Apr 29, 2021

    • optimal-transport

      Public
      Code to solve optimal transport
      Python
      •3•1•0•0•Updated Feb 13, 2017Feb 13, 2017