physics.ao-ph · 2026-07-01 · No. 40
Atmospheric and Oceanic Physics, 2026-07-01.
1 new papers in physics.ao-ph. Titles, authors,
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01 — The papers
1 entries-
01
Scaling Storm-Resolving Atmospheric AI Simulation to the Entire Planet
Zeyuan Hu, Akshay Subramaniam, Noel Keen, Tao Ge, Jaideep Pathak, Mohammad Shoaib Abbas, Suman Ravuri, Karthik...
physics.ao-ph · cs.CE · cs.LG
Kilometer-scale convection shapes precipitation extremes, tropical organization, and cloud feedbacks, but most global atmospheric models approximate these processes at 25-100 km resolution. Global storm-resolving physics models resolve convective systems explicitly, but at a cost -- roughly one MWh per simulated day on exascale supercomputers -- that limits long-duration simulation. We introduce STRATA (Storm-resolving Tile-based...
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