AI RESEARCH
Samudra 2: Scaling Ocean Emulators across Resolutions
arXiv CS.LG
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ArXi:2606.02610v1 Announce Type: cross Ocean general circulation models (OGCMs) are essential to climate science but computationally expensive, limiting ensemble size and forcing scenarios. Neural emulators promise orders-of-magnitude speedups, yet existing ocean emulators have not combined fine spatial resolution with multi-year autoregressive rollouts.