3 citations · 4 across the 8 of their papers we have counts for
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cs.CV2024★ 1 cited
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…
cs.LG2024
RAIN: Reinforcement Algorithms for Improving Numerical Weather and Climate Models
Pritthijit Nath, Henry Moss, Emily Shuckburgh +1
This study explores integrating reinforcement learning (RL) with idealised climate models to address key parameterisation challenges in climate science. Current climate models rely…