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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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Chen Su

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Aug 2026

Hyp-retro: hypernetwork-guided preference-conditioned retrosynthetic planner.

Experimental results show that Hyp-Retro outperforms comparative methods in terms of search success rate and route yield, and it can adaptively adjust its planning strategy under different yield preferences, thereby generating high-quality retrosynthetic routes that better satisfy target-specific requirements.

Jing-Wen Wang, Shuan Liu, Shao-Ye Zhang et al. · 0 citations

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