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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

Jake Y. Chen

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Open access Sep 2025

LINKER: Learning Interactions between Functional Groups and Residues with Chemical Knowledge‑Enhanced Reasoning and Explainability

LINKER is the first sequence-based model to predict residue-functional group interactions according to biologically defined interaction types, using only a protein sequence and the SMILES representation of the ligand, and requires only sequence-level input at inference.

Phuc Pham, Viet Thanh Duy Nguyen, Kevin Song et al. · 1 citation

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