Author

Teemu Roos

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#machine learning May 2026

Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting

Njord, a probabilistic data-driven model for ocean forecasting, applicable to both global and regional domains, is introduced, combining a deep latent variable framework with a graph neural network architecture, enabling sampling each forecast step in a single forward pass.

Daniel Holmberg, Joel Oskarsson, Erik Wikingsson et al. · arXiv.org · 2 citations