3min chapter

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) cover image

Differentiable Programming for Oceanography with Patrick Heimbach - #557

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

CHAPTER

Machine Learning for Ocean Circulation Models

There's this climate modelling alliance that's led out of a calte by tapie schneiderand an groupe involves also colleagues at mi t navy post graduate school. Theyare redeveloping a atmospheric model in julia and then endowing this model with methods of exactly doing very targeted parimeter calebration for cloud parmatization. And the m i t group is doing something similar on the ocean component. We think that expanding this to a much more integrated framework allows us to potentially perform better and do more things that cannot be done in isolation.

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