Assessing the Robustness of Climate Foundation Models under No-Analog Distribution Shifts

Maria Conchita Agana Navarro, Geng Li, Theo Wolf +1

The accelerating pace of climate change introduces profound non-stationarities that challenge the ability of Machine Learning based climate emulators to generalize beyond their tra…