Baitian Liu

PhD Student
Nanjing University

My research focuses on Neural Network-based Precipitation Nowcasting and AI-based Weather Forecasting. I'm open to any AI4S topics related to weather and climate.

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Selected Publications

AMU-Net: Physics-Aware Adaptive Mamba U-Net for Efficient Multi-Lead Time Precipitation Nowcasting
Baitian Liu , Haiping Zhang , Dongjing Wang , Luan Xu , Ying Li , Feng Chen , Xujian Fang
Proceedings of the International Joint Conference on Neural Networks (IJCNN) , 2026
Note: Accepted, awaiting inclusion in IEEE Xplore
WADEPre: A Wavelet-based Decomposition Model for Extreme Precipitation Nowcasting with Multi-Scale Learning
Baitian Liu , Haiping Zhang , Huiling Yuan , Dongjing Wang , Ying Li , Feng Chen , Hao Wu
Preprint , 2026
Note: Preprint, KDD 2026 submission, under review
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