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grundner23james_EquationDiscovery_CloudCover
grundner23james_EquationDiscovery_CloudCover PublicA hierarchical modeling framework to discover new machine learning-based equations for cloud cover, including symbolic regression
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galytska23jgr_EvaluatingCausalArcticMidlatTelec
galytska23jgr_EvaluatingCausalArcticMidlatTelec Public -
grundner22james_icon-ml_cloudcover
grundner22james_icon-ml_cloudcover PublicA NN based cloud cover parameterization for the ICON-A model
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Repositories
- karmouche24esd_AtlanticPacificPacemaker_Causality Public
Code to reproduce figures from Karmouche, S., Galytska, E., Meehl, G. A., Runge, J., Weigel, K., and Eyring, V. (2024) Changing effects of external forcing on Atlantic-Pacific interactions
EyringMLClimateGroup/karmouche24esd_AtlanticPacificPacemaker_Causality’s past year of commit activity - karmouche23esd_CausalModelEvaluation_Modes Public
Notebooks for the code used to perform regime-oriented causal model evaluation of CMIP6 LEs
EyringMLClimateGroup/karmouche23esd_CausalModelEvaluation_Modes’s past year of commit activity - heuer24_gbt_shap_toydata Public
EyringMLClimateGroup/heuer24_gbt_shap_toydata’s past year of commit activity - 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
EyringMLClimateGroup/debeire24clear_Bagged_TimeSeries_Causality’s past year of commit activity - kaps23_domain_adaptation Public
EyringMLClimateGroup/kaps23_domain_adaptation’s past year of commit activity - kaps22tgrs_ml_cloud_eval Public
EyringMLClimateGroup/kaps22tgrs_ml_cloud_eval’s past year of commit activity - grundner22james_icon-ml_cloudcover Public
A NN based cloud cover parameterization for the ICON-A model
EyringMLClimateGroup/grundner22james_icon-ml_cloudcover’s past year of commit activity
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