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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Shiqi Zhang

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Preprint Aug 2026

Tianmu-TC: Physics-constraints Generative Artificial Intelligence for Global Tropical Cyclone Forecasting

Experiments show Tianmu-TC outperforms deterministic and ensemble meteorological artificial intelligence models and authoritative NWP systems in global ocean basins, with significantly lower computational cost, and suggest physics-constraints generative AI offers a promising approach for reliable, efficient global TC f...

Shiqi Zhang, Pan Mu, Cheng Huang et al. · 0 citations

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