Huang Tianxi

LangPrecip: Language-Aware Multimodal Precipitation Nowcasting

Short-term precipitation nowcasting is inherently under-constrained due to limited historical observation windows: identical observations can lead to multiple plausible future trajectories, especially for extreme events. Existing generative methods rely solely on visual features and lack explicit co…