Showing 2026Show all
2 papers · 1 filter
physics.ao-ph2026
Kilometer-Scale AI Downscaling of Atlantic Hurricanes with Generative Ensembles
Yingkai Sha, Talea L. Mayo, Ethan D. Gutmann +2
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-resolu…
cs.CC2026
The Ice Sheet State and Parameter Estimator (ICESEE) Library (v1.0.0): Ensemble Kalman Filtering for Ice Sheet Models
Brian Kyanjo, Talea L. Mayo, Alexander A. Robel
ICESEE (ICE Sheet statE and parameter Estimator) is a Python-based, open-source data assimilation framework designed for seamless integration with ice sheet and Earth system models…