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Next-Generation Earth System Models: Towards Reliable Hybrid Models for Weather and Climate Applications., , , , , and . CoRR, (2023)Systematic Sampling and Validation of Machine Learning-Parameterizations in Climate Models., , , , , and . CoRR, (2023)ClimSim: An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators., , , , , , , , , and 39 other author(s). CoRR, (2023)Lessons Learned: Reproducibility, Replicability, and When to Stop., and . CoRR, (2024)Climate-Invariant Machine Learning., , , , , , , , , and 1 other author(s). CoRR, (2021)Analyzing High-Resolution Clouds and Convection using Multi-Channel VAEs., , , , and . CoRR, (2021)Identifying Three-Dimensional Radiative Patterns Associated with Early Tropical Cyclone Intensification., , and . CoRR, (2024)Deep Learning Based Cloud Cover Parameterization for ICON., , , , , and . CoRR, (2021)Selecting Robust Features for Machine Learning Applications using Multidata Causal Discovery., , , , , and . CoRR, (2023)Achieving Conservation of Energy in Neural Network Emulators for Climate Modeling., , , and . CoRR, (2019)