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wafngar

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50 years of weather forecasting at the ECMWF

nature.com
5 points·by wafngar·8 mesi fa·0 comments

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wafngar
·7 mesi fa·discuss
Very common in ML research these days - claim novelty / cite prior work in an obfuscated way and so on.
wafngar
·anno scorso·discuss
But they have built a fully “independent” pipeline. Deepseek and others probably trained in gpt4, o1 or whatever data.
wafngar
·anno scorso·discuss
Why not use torch.compile()?
wafngar
·anno scorso·discuss
They train with ERA5 and observations.
wafngar
·anno scorso·discuss
Should be a relevant reference: https://arxiv.org/abs/2111.13587

Adaptive Fourier Neural Operators: Efficient Token Mixers for Transformers John Guibas, Morteza Mardani, Zongyi Li, Andrew Tao, Anima Anandkumar, Bryan Catanzaro
wafngar
·anno scorso·discuss
Brussels is quite small. Probably less than Washington.