most citedFuXi-Nowcast: Environment-conditioned deep learning for severe convection nowcasting

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cs.LG2026

FuXiWeather2: Learning accurate atmospheric state estimation for operational global weather forecasting

Xiaoze Xu, Xiuyu Sun, Songling Zhu +5

Numerical weather prediction has long been constrained by the computational bottlenecks inherent in data assimilation and numerical modeling. While machine learning has accelerated…

cs.LG2026

AviaSafe: A Physics-Informed Data-Driven Model for Aviation Safety-Critical Cloud Forecasts

Zijian Zhu, Qiusheng Huang, Anboyu Guo +2

Current AI weather forecasting models predict conventional atmospheric variables but cannot distinguish between cloud microphysical species critical for aviation safety. We introdu…