most citedAI Models Still Lag Behind Traditional Numerical Models in Predicting Sudden-Turning Typhoons

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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…