I
Ignacio Lopez-Gomez
Researcher
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APPEARANCES
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Jun 15, 2026
Using AI to predict the weather
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Jeffrey ShraderGUEST
But they do expect forecasts to get really a lot better over the coming decades.

Ignacio López GómezGUEST
The main way that we currently have to obtain information or projections about the future climate is to use the so-called global climate models.

Ignacio López GómezGUEST
These models enable us to peak hundreds of years into the future, but they do so at coarse resolutions, so resolutions of hundreds of kilometers.

Ignacio López GómezGUEST
Regional climate models enable us to take that invaluable information at coarse scales and translate that into fine-scale information that then stakeholders can use to make actionable predictions.

Ignacio López GómezGUEST
You can take these generative AI models, train them on real-world data, and they can produce, for instance, realistic videos or images if you train them from films.

Ignacio López GómezGUEST
So the same way that we do that in media and in video, we can use generative AI models trained on historical weather patterns to essentially simulate the dynamics of weather systems at fine scales.
