Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting

Daniel Holmberg, Joel Oskarsson, Erik Wikingsson +2

Ocean dynamics are inherently chaotic, yet existing machine learning ocean models produce only deterministic forecasts. We introduce Njord, a probabilistic data-driven model for oc…