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GenCast

Creator
Creator
Seonglae Cho
Created
Created
2024 Dec 5 22:49
Editor
Editor
Seonglae Cho
Edited
Edited
2024 Dec 5 22:54
Refs
Refs

Medium ranged

GenCast merges some computational approaches used by atmospheric scientists with a
Diffusion Model
. It has relatively low computational requirements, so individual academic research teams will likely be able to experiment with it.
 
 
 
cloud_vm_setup.md
google-deepmind
GenCast predicts weather and the risks of extreme conditions with state-of-the-art accuracy
New AI model advances the prediction of weather uncertainties and risks, delivering faster, more accurate forecasts up to 15 days ahead
GenCast predicts weather and the risks of extreme conditions with state-of-the-art accuracy
https://deepmind.google/discover/blog/gencast-predicts-weather-and-the-risks-of-extreme-conditions-with-sota-accuracy/
GenCast predicts weather and the risks of extreme conditions with state-of-the-art accuracy
Probabilistic weather forecasting with machine learning
Nature - GenCast, a probabilistic weather model using artificial intelligence for weather forecasting, has greater skill and speed than the top operational medium-range weather forecast in the...
Probabilistic weather forecasting with machine learning
https://www.nature.com/articles/s41586-024-08252-9
Probabilistic weather forecasting with machine learning
 
 

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