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.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…
cs.LG2024
Precipitation Nowcasting Using Diffusion Transformer with Causal Attention
ChaoRong Li, XuDong Ling, YiLan Xue +5
Short-term precipitation forecasting remains challenging due to the difficulty in capturing long-term spatiotemporal dependencies. Current deep learning methods fall short in estab…