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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

V. Safronov

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2 papers indexed here

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Open access Sep 2026

From Chemical Scaffold to Predicted Toxicity: A Scaffold-Aware Pipeline for Reliable In Silico Prioritization of Heracleum Furanocoumarins

A reproducible computational pipeline that evaluates not the predictions themselves but their reliability of furanocoumarins of the genus Heracleum as a model class of natural products, indicating that the predicted toxicological profile is determined predominantly by molecular structure.

A. Rassabina, V. Safronov, Maxim V. Fedorov · 0 citations
#graph neural networks Open access Sep 2026

Biopesticidal Potential of the Cannabis sativa L. Metabolites: A Denoised, Docking-Informed QSAR Model

Overall, the combined structural and docking-informed workflow identified a small, chemically diverse set of high-ranking C. sativa compounds that can now be prioritized for experimental validation.

D. Karamanova, N. Erin, Alexander Bodrov et al. · 0 citations

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