3 papers
cs.LG2026
QWRF-Net: A Quantum-Wavelet Framework with Rectified Flow for Short-Term Precipitation Nowcasting
Zhuo Wang, Chaorong Li, Wenjie Luo +1
Short-term precipitation nowcasting is important for hydrometeorological early warning, especially when intense convective rainfall may trigger urban flooding, flash floods, and ot…
cs.LG2026
LangPrecip: Language-Aware Multimodal Precipitation Nowcasting
Xudong Ling, Chaorong Li, Tianxi Huang +2
Short-term precipitation nowcasting is an inherently uncertain and under-constrained spatiotemporal forecasting problem, especially for rapidly evolving and extreme weather events.…
cs.CV2026
MFC-RFNet: A Multi-scale Guided Rectified Flow Network for Radar Sequence Prediction
Wenjie Luo, Chuanhu Deng, Chaorong Li +2
Accurate and high-resolution precipitation nowcasting from radar echo sequences is crucial for disaster mitigation and economic planning, yet it remains a significant challenge. Ke…