Bing-Qian Fan

Multimodal semantic weather-aware Mamba: a dual-path framework for EV charging occupancy forecasting

The rapid growth of electric-vehicle (EV) charging infrastructure increases the need for accurate short-term occupancy forecasting. Existing methods mainly rely on historical numerical signals and often represent weather as raw physical variables, which may fail to capture the behavioral implications of adverse conditi...