Xin-Bing Zhang

RAPID-Hydrology: Pretraining Hydro-Meteorological Representations With Diffusion for Enhanced Causal Prediction

Accurate basin-scale prediction of hydro-meteorological variables is central to water-resource management and environmental monitoring, but target-basin observations are often insufficient for training high-capacity sequence models from scratch. RAPID-Hydrology extends the TimeDART diffusion-autoregressive backbone int...