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Jian-Ping Gan

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#artificial intelligence Preprint Sep 2026

OceanMind: A multi-agent AI system for ocean diagnosis

OceanMind is introduced, a multi-agent AI system that directly couples large language models (LLMs) with comprehensive time-dependent 3D ocean states for swift and effective diagnosis and improves general ReAct agents with the same registered tool pool on a benchmark of 240 computational-workflow queries.

Fan Zhang, Wei-Cong Cheng, Yu-Heng Chen et al. · 0 citations

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