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Tung Nguyen Profile picture
Tung Nguyen
@tungnd_13
Ph.D. Student in CS at UCLA. Working on Sequence Modeling and Decision making.
Jerome Ku Profile picture 1 subscribed
Jan 26, 2023 • 10 tweets • 5 min read
Introducing ClimaX, the first foundation model for weather and climate. A fast and accurate one-stop AI solution for a range of atmospheric science tasks.

Paper: arxiv.org/abs/2301.10343

Blog: microsoft.com/en-us/research…

Thread🧵
#ML #Climate #Weather #FoundationModel The current approach to numerical weather and climate modeling is to simulate a system of differential equations relating the flow of energy and matter in different Earth systems. The science is good, but often computationally expensive and imperfect at longer time scales.