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cs.CV2025
Improving Tropical Cyclone Forecasting With Video Diffusion Models
Zhibo Ren, Pritthijit Nath, Pancham Shukla
Tropical cyclone (TC) forecasting is crucial for disaster preparedness and mitigation. While recent deep learning approaches have shown promise, existing methods often treat TC evo…
cs.CV2024
Estimating Atmospheric Variables from Digital Typhoon Satellite Images via Conditional Denoising Diffusion Models
Zhangyue Ling, Pritthijit Nath, César Quilodrán-Casas
This study explores the application of diffusion models in the field of typhoons, predicting multiple ERA5 meteorological variables simultaneously from Digital Typhoon satellite im…