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

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...

https://www.nature.com/articles/s41586-024-08252-9

Probabilistic weather forecasting with machine learning

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