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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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Mingyang Xu

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#protein folding Open access Oct 2026

Chain of Structures: Connecting Reasoning and Generation for Protein Design

Scientific design requires reasoning in scientific spaces that represent the objects being designed. Building on Scinetics' Chain of Science Tokens, we present chain-of-structures (COS) as a concrete protein-design case study that connects reasoning and generation through explicit structural states. In this technical r...

Qingran Cai, Mingyang Xu, Jiaxian Yan et al. · 0 citations

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