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EyringMLClimateGroup

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  1. iglesias-suarez23jgr_CausalNNCAM iglesias-suarez23jgr_CausalNNCAM Public

    Jupyter Notebook 6

  2. behrens22james_SPCAM_VED behrens22james_SPCAM_VED Public

    Jupyter Notebook 5 2

  3. 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 5 3

  4. 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 5 1

  5. grundner22james_icon-ml_cloudcover grundner22james_icon-ml_cloudcover Public

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

    Jupyter Notebook 4 1

  6. debeire24clear_Bagged_TimeSeries_Causality debeire24clear_Bagged_TimeSeries_Causality Public

    Code to reproduce figures of Debeire, K., Runge, J., Gerhardus, A., Eyring, V. (2024). Bootstrap aggregation and confidence measures to improve time series causal discovery

    Python 3 2

Repositories

Showing 10 of 35 repositories
  • klamt25mlearth_ml_pblh_scheme Public
    EyringMLClimateGroup/klamt25mlearth_ml_pblh_scheme's past year of commit activity
    Jupyter Notebook 0 Apache-2.0 0 0 0 Updated Aug 27, 2026
  • keller26NewJPhys_QNN-cloudcover-shadow-models Public

    Code for shadow models of QNN's for cloud cover parameterizations in climate models

    EyringMLClimateGroup/keller26NewJPhys_QNN-cloudcover-shadow-models's past year of commit activity
    Jupyter Notebook 0 Apache-2.0 0 0 0 Updated Aug 21, 2026
  • atmojo26tc_EquationDiscovery_SeaIceAlbedo Public

    This respository contains code reproducing the main results of the paper "Data-driven equation discovery of a sea ice albedo parametrisation"

    EyringMLClimateGroup/atmojo26tc_EquationDiscovery_SeaIceAlbedo's past year of commit activity
    Jupyter Notebook 0 Apache-2.0 0 0 0 Updated Aug 10, 2026
  • pastori26MLST_fim-training-fourier-models Public

    This repository contains the Juypter Notebooks and python files to reproduce the main results of the paper: L. Pastori, V. Eyring, M. Schwabe, "Fisher Information, Training and Bias in Fourier Regression Models", arXiv:2510.06945.

    EyringMLClimateGroup/pastori26MLST_fim-training-fourier-models's past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Jul 23, 2026
  • pastori26MLEarth_QNN-cloudcover Public

    Code for quantum neural networks for cloud cover parameterizations in climate models

    EyringMLClimateGroup/pastori26MLEarth_QNN-cloudcover's past year of commit activity
    Jupyter Notebook 0 Apache-2.0 0 0 0 Updated Jul 23, 2026
  • pacal25esd_UnderstandingHeatwaves_VAE Public

    This repository contains the code and models used in the paper "A multivariate analysis of atmospheric drivers for Western European heatwaves".

    EyringMLClimateGroup/pacal25esd_UnderstandingHeatwaves_VAE's past year of commit activity
    Python 0 Apache-2.0 1 0 0 Updated Jul 22, 2026
  • galytska26acp_CausalInferenceForTropicalMiddleStratOzone Public

    This repository presents a code for causal inference to quantify dominant chemical–dynamical pathways that control ozone variability in the tropical middle stratosphere

    EyringMLClimateGroup/galytska26acp_CausalInferenceForTropicalMiddleStratOzone's past year of commit activity
    Jupyter Notebook 0 GPL-3.0 1 0 0 Updated Jun 30, 2026
  • Dogra26JGRMachineLearningAndComputation_QMLTurbulence Public

    Accompagnying repository for "Quantum machine learning-based parameterization for atmospheric boundary layer turbulence"

    EyringMLClimateGroup/Dogra26JGRMachineLearningAndComputation_QMLTurbulence's past year of commit activity
    PureBasic 0 Apache-2.0 0 0 0 Updated Jun 30, 2026
  • haslauer26MLE_NNs_GravityWaves_ERA5 Public
    EyringMLClimateGroup/haslauer26MLE_NNs_GravityWaves_ERA5's past year of commit activity
    Jupyter Notebook 0 Apache-2.0 0 0 0 Updated Jun 15, 2026
  • heuer25james_ml_convection_climsim Public
    EyringMLClimateGroup/heuer25james_ml_convection_climsim's past year of commit activity
    Jupyter Notebook 2 Apache-2.0 1 0 0 Updated Jun 3, 2026
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