Kilometer-Scale AI Downscaling of Atlantic Hurricanes with Generative Ensembles
This study presents an AI-based dynamical downscaling system for Tropical Cyclones (TCs). The system incorporates an AI-based limited-area model that downscales 3-hourly low-resolution boundary forcings into hourly high-resolution fields autoregressively, and a diffusion model that converts the outputs into ensembles o...
Ying-Kai Sha, T. Mayo, Ethan D. Gutmann et al.
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