Kai Xie

PstpNet: Dual-Branch Physics-Guided U-Net With Multiscale Spatiotemporal Disentanglement for Precipitation Nowcasting

Precipitation nowcasting remains challenging because precipitation systems exhibit strong nonlinear evolution, rapid development, and complex long-range spatiotemporal dependencies. Existing deep learning methods are still limited in characterizing precipitation dynamics and improving model interpretability. To address...