> Download numerical weather prediction datasets (HRRR, RAP, GFS, IFS, etc.) from NOMADS, NODD partners (Amazon, Google, Microsoft), ECMWF open data, and the Pando Archive System
The Herbie docs mention a "GFS GraphCast" but not yet GenCast? https://herbie.readthedocs.io/en/stable/gallery/noaa_models/...
"GenCast predicts weather and the risks of extreme conditions with state-of-the-art accuracy" (2024) https://deepmind.google/discover/blog/gencast-predicts-weath...
"Probabilistic weather forecasting with machine learning" (2024) ; GenCast paper https://www.nature.com/articles/s41586-024-08252-9
google-deepmind/graphcast: https://github.com/google-deepmind/graphcast
Are there error and cost benchmarks for these predictive models?
> Download numerical weather prediction datasets (HRRR, RAP, GFS, IFS, etc.) from NOMADS, NODD partners (Amazon, Google, Microsoft), ECMWF open data, and the Pando Archive System
The Herbie docs mention a "GFS GraphCast" but not yet GenCast? https://herbie.readthedocs.io/en/stable/gallery/noaa_models/...
"GenCast predicts weather and the risks of extreme conditions with state-of-the-art accuracy" (2024) https://deepmind.google/discover/blog/gencast-predicts-weath...
"Probabilistic weather forecasting with machine learning" (2024) ; GenCast paper https://www.nature.com/articles/s41586-024-08252-9
google-deepmind/graphcast: https://github.com/google-deepmind/graphcast
Are there error and cost benchmarks for these predictive models?