Grand événement - AI and math for meteorology and climatology - Michael Brenner : The neural GCM, and other remarks

Collège de France - Sélection · May 5, 2025 · 57m

Grand événement - À la recherche d'un Avenir Commun Durable

L'IA et les mathématiques pour la météorologie et la climatologie

AI and math for meteorology and climatology

Collège de France

Année 2024-2025

5 mai 2025

AI and math for meteorology and climatology - Michael Brenner : The neural GCM, and other remarks

Michael Brenner

Harvard University, Research Scientist, Google Research

Résumé

I will discuss the Neural GCM, which we built by building a dynamical core in JAX and then training the parameterization on ERA5 on 5-day forecasts. The quality of the forecasts up to 1 year portends a…