Publications
Selected publications and research projects. For a complete list visit Google Scholar.
2026
Decomposing Ensemble Spread in Lorenz'96 With Learned Stochastic Parameterizations
Accepted at UAI 2026
2024 ICMLA
Towards Physically Consistent Deep Learning for Climate Model Parameterizations
in 2024 International Conference on Machine Learning and Applications (ICMLA)
@inproceedings{kuhbacher2024,
title = {{Towards Physically Consistent Deep Learning For Climate Model Parameterizations}},
booktitle = {2024 {{International Conference}} on {{Machine Learning}} and {{Applications}} ({{ICMLA}})},
author = {K{\"u}hbacher, Birgit and {Iglesias-Suarez}, Fernando and Kilbertus, Niki and Eyring, Veronika},
year = 2024,
pages = {280--287},
doi = {10.1109/ICMLA61862.2024.00044},
}