Daniel Holmberg
@dholmberg.bsky.social
Graph Nets + Physics | Visiting PhD Student at Geometric Intelligence Lab, UC Santa Barbara
🌐 https://danielholmberg.fi
🌐 https://danielholmberg.fi
Hi, possible to be added here? Researching ML & ocean
December 8, 2024 at 2:40 PM
Hi, possible to be added here? Researching ML & ocean
The results show that SeaCast provides:
🔎 Accurate SST forecast with respect to satellite observations.
📊 On par skill compared to the operational forecasting system at several depth levels.
🚀 Faster predictions than a physics-based model, with a complete forecast taking 11 seconds on a single GPU.
🔎 Accurate SST forecast with respect to satellite observations.
📊 On par skill compared to the operational forecasting system at several depth levels.
🚀 Faster predictions than a physics-based model, with a complete forecast taking 11 seconds on a single GPU.
November 25, 2024 at 2:24 PM
The results show that SeaCast provides:
🔎 Accurate SST forecast with respect to satellite observations.
📊 On par skill compared to the operational forecasting system at several depth levels.
🚀 Faster predictions than a physics-based model, with a complete forecast taking 11 seconds on a single GPU.
🔎 Accurate SST forecast with respect to satellite observations.
📊 On par skill compared to the operational forecasting system at several depth levels.
🚀 Faster predictions than a physics-based model, with a complete forecast taking 11 seconds on a single GPU.
Our model has been trained to predict physical quantities in the Mediterranean Sea up to 15 days ahead at a high 1/24° spatial resolution, using open data from Copernicus Marine Service produced by the CMCC Foundation. Both numerical and data-driven forecasts by ECMWF are tested as surface forcings.
November 25, 2024 at 2:24 PM
Our model has been trained to predict physical quantities in the Mediterranean Sea up to 15 days ahead at a high 1/24° spatial resolution, using open data from Copernicus Marine Service produced by the CMCC Foundation. Both numerical and data-driven forecasts by ECMWF are tested as surface forcings.