Nature Climate Change, Published online: 23 August 2024; doi:10.1038/s41558-024-02095-y
Machine learning methods allow for advances in many aspects of climate research. In this Perspective, the authors give an overview of recent progress and remaining challenges to harvest the full potential of machine learning methods.