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Bretherton, Florent Brient, Kyle G

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2026 3

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Scaling Storm-Resolving Atmospheric AI Simulation to the Entire Planet

physics.ao-ph · 2026-06-30 · unverdicted · novelty 7.0

STRATA is the first autoregressive transformer emulator for global 4.9-km storm-resolving atmospheric dynamics, achieving 50x better energy efficiency than the underlying physics model while producing realistic km-scale features in 24-hour forecasts.

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