#weather-forecasting2 articles

2 articles

AINeutralarXiv – CS AI · 5h ago0

🧠

HVR-Met: A Hypothesis-Verification-Replaning Agentic System for Extreme Weather Diagnosis

Researchers have developed HVR-Met, a multi-agent AI system that uses a 'Hypothesis-Verification-Replanning' mechanism to diagnose extreme weather events through sophisticated iterative reasoning. The system addresses current limitations in AI weather forecasting by integrating expert knowledge and providing professional-grade diagnostic capabilities for complex meteorological scenarios.

AINeutralarXiv – CS AI · 5h ago0

🧠

Phys-Diff: A Physics-Inspired Latent Diffusion Model for Tropical Cyclone Forecasting

Researchers have developed Phys-Diff, a physics-inspired latent diffusion model for tropical cyclone forecasting that incorporates physical relationships between cyclone attributes. The model integrates multimodal data including historical cyclone data, ERA5 reanalysis, and FengWu forecast fields, achieving state-of-the-art performance on global and regional datasets.