Volador 1.0 is an AI-based regional ocean forecast model that claims forecasting skill comparable to traditional numerical models and reanalysis for temperature, salinity, and sea surface height in the South China Sea while capturing submesoscale processes.
Glonet: Mercator’s end -to-end neural forecasting system[PP/OL]
2 Pith papers cite this work. Polarity classification is still indexing.
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physics.ao-ph 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
Ocean forecasts driven by ECMWF's ML-based AIFS atmospheric model show skill comparable to or better than those driven by the physics-based ACCESS-G3 model.
citing papers explorer
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Volador 1.0: A Data-Driven Air-Sea Full-Coupling Regional Forecast Model with Submesoscale-Permitting Based on MOE-Swin-Transformer Framework
Volador 1.0 is an AI-based regional ocean forecast model that claims forecasting skill comparable to traditional numerical models and reanalysis for temperature, salinity, and sea surface height in the South China Sea while capturing submesoscale processes.
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Comparing Ocean Forecasts Driven with Machine Learning-based and Physics-based Atmospheric Forcings
Ocean forecasts driven by ECMWF's ML-based AIFS atmospheric model show skill comparable to or better than those driven by the physics-based ACCESS-G3 model.