Skip to content
@EyringMLClimateGroup

EyringMLClimateGroup

Popular repositories Loading

  1. iglesias-suarez23jgr_CausalNNCAM iglesias-suarez23jgr_CausalNNCAM Public

    Jupyter Notebook 6

  2. grundner23james_EquationDiscovery_CloudCover grundner23james_EquationDiscovery_CloudCover Public

    A hierarchical modeling framework to discover new machine learning-based equations for cloud cover, including symbolic regression

    Jupyter Notebook 4 3

  3. behrens24james_SPCESM2_ML_ensembles behrens24james_SPCESM2_ML_ensembles Public

    Code repository to reproduce: G.Behrens, T. Beucler, F. Iglesias-Suarez, S. Yu, P. Gentine, M. Pritchard, M. Schwabe and V. Eyring, 2025. Simulating Atmospheric Processes in Earth System Models and…

    Jupyter Notebook 4 1

  4. behrens22james_SPCAM_VED behrens22james_SPCAM_VED Public

    Jupyter Notebook 3 2

  5. galytska23jgr_EvaluatingCausalArcticMidlatTelec galytska23jgr_EvaluatingCausalArcticMidlatTelec Public

    Jupyter Notebook 3 1

  6. grundner22james_icon-ml_cloudcover grundner22james_icon-ml_cloudcover Public

    A NN based cloud cover parameterization for the ICON-A model

    Jupyter Notebook 2 1

Repositories

Showing 10 of 27 repositories
  • grundner25_iconaml_automatic_tuning Public

    Data-driven equation for cloud cover implemented in ICON-A, the atmospheric component of the ICON climate model. The resulting ICON-A-ML climate model is tuned automatically, surpassing the predictive skill of the native ICON-A model.

    EyringMLClimateGroup/grundner25_iconaml_automatic_tuning’s past year of commit activity
    HTML 1 Apache-2.0 1 0 0 Updated Dec 15, 2025
  • klamt25james_ml_pblh_scheme Public
    EyringMLClimateGroup/klamt25james_ml_pblh_scheme’s past year of commit activity
    Jupyter Notebook 0 Apache-2.0 0 0 0 Updated Dec 5, 2025
  • grundner23james_EquationDiscovery_CloudCover Public

    A hierarchical modeling framework to discover new machine learning-based equations for cloud cover, including symbolic regression

    EyringMLClimateGroup/grundner23james_EquationDiscovery_CloudCover’s past year of commit activity
    Jupyter Notebook 4 Apache-2.0 3 0 0 Updated Nov 26, 2025
  • heuer25james_ml_convection_climsim Public
    EyringMLClimateGroup/heuer25james_ml_convection_climsim’s past year of commit activity
    Jupyter Notebook 0 Apache-2.0 1 0 0 Updated Nov 14, 2025
  • hafner25GMD_MLe_radiation Public
    EyringMLClimateGroup/hafner25GMD_MLe_radiation’s past year of commit activity
    Jupyter Notebook 1 Apache-2.0 0 0 0 Updated Nov 4, 2025
  • hafner24jgrml_MLradiationemulation_offline Public

    Code to reproduce 'Hafner, K., Iglesias-Suarez, F., Shamekh, S., Gentine, P., Giorgetta, M. A., Pincus, R., & Eyring, V. (2025). Interpretable machine learning-based radiation emulation for ICON'

    EyringMLClimateGroup/hafner24jgrml_MLradiationemulation_offline’s past year of commit activity
    Jupyter Notebook 0 Apache-2.0 0 0 0 Updated Nov 4, 2025
  • Castellani2025_GMD_SIMBA2 Public

    Code of Sea Ice Model for Bottom algae (SIMBA) version 2.0

    EyringMLClimateGroup/Castellani2025_GMD_SIMBA2’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Oct 21, 2025
  • heuer23_ml_convection_parameterization Public
    EyringMLClimateGroup/heuer23_ml_convection_parameterization’s past year of commit activity
    Jupyter Notebook 1 Apache-2.0 0 0 0 Updated Sep 5, 2025
  • pacal25esd_UnderstandingHeatwaves_VAE Public

    This repository contains the code and models used in the paper "Understanding European Heatwaves with Variational Autoencoders".

    EyringMLClimateGroup/pacal25esd_UnderstandingHeatwaves_VAE’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Jul 7, 2025
  • debeire25eds_UncertaintyCausalEffects Public

    Code repository to reproduce figures in 'Debeire, K., Gerhardus, A., Bichler, R., Runge, J., & Eyring, V. (2025). Uncertainty bounds for long-term causal effects of perturbations in spatio-temporal systems.'

    EyringMLClimateGroup/debeire25eds_UncertaintyCausalEffects’s past year of commit activity
    Jupyter Notebook 0 GPL-3.0 0 0 0 Updated Mar 31, 2025
View all repositories

People

This organization has no public members. You must be a member to see who’s a part of this organization.