1 citations · 1 across the 2 of their papers we have counts for
3 papers
physics.ao-ph2026★ 1 cited
FuXi-Nowcast: Environment-conditioned deep learning for severe convection nowcasting
Lei Chen, Zijian Zhu, Xiaoran Zhuang +4
Severe convection produces localized hazards that often require warnings before radar echoes fully reveal storm development. Convective initiation and the maintenance of intense co…
cs.LG2026
IMPA-Net: Meteorology-Aware Multi-Scale Attention and Dynamic Loss for Extreme Convective Radar Nowcasting
Haofei Cui, Guangxin He, Juanzhen Sun +5
Short-range prediction of convective precipitation from weather radar observations is essential for severe weather warnings. However, deep learning models trained with pixel-wise e…
cs.LG2024
Compressing high-resolution data through latent representation encoding for downscaling large-scale AI weather forecast model
Qian Liu, Bing Gong, Xiaoran Zhuang +3
The rapid advancement of artificial intelligence (AI) in weather research has been driven by the ability to learn from large, high-dimensional datasets. However, this progress also…