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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