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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

Author

Bing-Zhi Li

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2 papers indexed here

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Sep 2026

GMSF: A Dual-Path Multimodal Framework for Enzyme Function Prediction via Difference Graph Encoding and Multiscale Semantic Fusion

Enzymes play a central role in green chemistry and biomanufacturing. However, precise enzyme selection via Enzyme Commission (EC) number prediction remains a critical bottleneck between the retrosynthetic pathway planning and experimental implementation. Existing computational methods predominantly rely on single-mod...

Xin Zhao, Hao-Shu Chen, Tao Zhang et al. · 0 citations
Review Sep 2026

Biocatalytic and synthetic biology strategies for S-type lignin valorization.

This review focuses on the bioconversion of lignin-derived syringyl monomers, which are characterized by 3,5-dimethoxy-substituted aromatic rings that create metabolic bottlenecks during microbial O-demethylation and ring cleavage.

Yu-Lu Wang, Hong-Wei Zhu, Xin-Yu Song et al. · 0 citations

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