2 papers
cs.LG2025
WeatherMesh-3: Fast and accurate operational global weather forecasting
Haoxing Du, Lyna Kim, Joan Creus-Costa +5
We present WeatherMesh-3 (WM-3), an operational transformer-based global weather forecasting system that improves the state of the art in both accuracy and computational efficiency…
cs.CV2024
CloudTracks: A Dataset for Localizing Ship Tracks in Satellite Images of Clouds
Muhammad Ahmed Chaudhry, Lyna Kim, Jeremy Irvin +5
Clouds play a significant role in global temperature regulation through their effect on planetary albedo. Anthropogenic emissions of aerosols can alter the albedo of clouds, but th…