Showing Weather & climate Show all papers
Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026
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Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026
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Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026
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Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026
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Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026
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Minimal Swin Transformer weather emulators trained with continual training and periodic cooldowns follow predictable neural scaling laws, outperform cosine schedules, and reveal compute-optimal regimes.
Atlanta Poster Session 2, Wed, Dec 9, 4:30 PM–7:30 PM, Hall C1 · Published 2026 · Code ★ 3
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Otter Weather achieves state-of-the-art skill with minimal compute, outperforming NWP and frontier AI weather models using under 3.5 A100-days.
Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026
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Njord is a probabilistic graph neural network that produces efficient ensemble ocean forecasts via single-pass sampling, achieving lowest average upper-ocean errors globally and in the Baltic Sea.
Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026
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ThousandWorlds introduces a multi-model exoplanet climate benchmark of ~1,700 GCM simulations, showing Gaussian processes outperform deep learning in low-data multi-simulator regression.
Paris Poster Session 1, Wed, Dec 9, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026 · ▲ 1 on Hugging Face
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STRATA is an autoregressive AI emulator for global storm-resolving atmospheric dynamics that achieves 50× better energy efficiency and stable 24-hour rollouts on limited training data.
Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026
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