2 papers
physics.ao-ph2026
Watch an AI Weather Model Learn (and Unlearn) Tropical Cyclones
Rebecca Baiman, Ankur Mahesh, Elizabeth A. Barnes
In a changing climate, artificial intelligence (AI) weather models have the potential to provide cheaper, faster, and more accurate forecasts of high-impact weather events. To real…
physics.ao-ph2025
Uncertainty-permitting machine learning reveals sources of dynamic sea level predictability across daily-to-seasonal timescales
Andrew Brettin, Laure Zanna, Elizabeth A. Barnes
Reliable dynamic sea level forecasts are hindered by numerous sources of uncertainty on daily-to-seasonal timescales (1-180 days) due to atmospheric boundary conditions and interna…