A video diffusion model with two-stage training improves tropical cyclone image forecasts over a frame-by-frame diffusion baseline and extends the reliable forecast horizon from 36 to 50 hours.
An Ensemble Machine Learn- ing Approach for Tropical Cyclone Detection Using ERA5 Reanalysis Data
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Improving Tropical Cyclone Forecasting With Video Diffusion Models
A video diffusion model with two-stage training improves tropical cyclone image forecasts over a frame-by-frame diffusion baseline and extends the reliable forecast horizon from 36 to 50 hours.