Zhaoyang Ma

TCG-LLM: Physics-aware Fine-tuning with Quality-based Reward Shaping for Tropical Cyclogenesis Detection and Localization

Tropical cyclones (TCs) are destructive weather systems, and accurate detection and localization of tropical cyclogenesis (TCG) are critical for mitigating their impacts. Existing deep learning methods mainly focus on a single TC or a limited region, and thus cannot detect and localize all concurrent TCG events over an...