2 papers
cs.CV2026
Weather-R1: Logically Consistent Reinforcement Fine-Tuning for Multimodal Reasoning in Meteorology
Kaiyu Wu, Pucheng Han, Hualong Zhang +2
While Vision Language Models (VLMs) show advancing reasoning capabilities, their application in meteorology is constrained by a domain gap and a reasoning faithfulness gap. Specifi…
physics.ao-ph2025
AI Models Still Lag Behind Traditional Numerical Models in Predicting Sudden-Turning Typhoons
Daosheng Xu, Zebin Lu, Jeremy Cheuk-Hin Leung +10
Given the interpretability, accuracy, and stability of numerical weather prediction (NWP) models, current operational weather forecasting relies heavily on the NWP approach. In the…