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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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Zhiling Zheng

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Book Open access Aug 2026

AutoSchema: Self-Prompted Schema Induction and Evidence-Grounded Extraction for Materials Science Literature

Scientific papers in materials science contain critical experimental details (e.g., reagents, synthesis conditions, and measured properties) for building structured databases and enabling downstream analysis, but large-scale structured extraction remains difficult. Classic rule-based systems rely on hand-written patter...

Mingfang Zhu, Yixin Chen, Zhiling Zheng · 0 citations

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