Research
An end-to-end machine-learning system for global eddy-resolving ocean forecast
Science · By Xiang Zhang, Yingzhe Cui, Furong Li, Shenghui Zhou, Guangnan Wu, Zhao Jing & Lixin Wu ·
The Brief
- Science Advances published a paper describing an end-to-end machine-learning system for global eddy-resolving ocean forecasts.
- The paper appears in Volume 12, Issue 46 of Science Advances, dated November 2026.
- The available source is the journal listing only; its methods and results are not summarised here.
Why it matters
Eddy-resolving forecasts capture small-scale ocean currents that large-scale models miss, which matters for marine operations and ocean science.
Who’s affected
- oceanographers and ocean forecasters
- #ocean-forecasting
- #machine-learning
- #oceanography
- #eddies
Science Advances, Volume 12, Issue 46 , November 2026.
Timeline
Published in Science Advances, Volume 12, Issue 46
science.org
An end-to-end machine-learning system for global eddy-resolving ocean forecast