FuXi-TC combines the FuXi global DL model with a diffusion generative framework to downscale and improve TC intensity and precipitation forecasts, matching ECMWF skill while being faster and generalizing zero-shot to North Atlantic hurricanes.
A Description of the Advanced Research WRF Model Version 4.3 (2021) NCAR/TN-556+ STR 556 (2021)
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
physics.ao-ph 1years
2025 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
FuXi-TC: A generative framework integrating deep learning and physics-based models for improved tropical cyclone forecasts
FuXi-TC combines the FuXi global DL model with a diffusion generative framework to downscale and improve TC intensity and precipitation forecasts, matching ECMWF skill while being faster and generalizing zero-shot to North Atlantic hurricanes.