Chemoinformatics Kyiv · Strasbourg
Preprint · 2026

Predicting Reactivity and Reaction Yields in Parallel Synthesis: Meeting of Expectations and Reality

Machine learning models for the Biginelli reaction — feasibility prediction, yield regression, and outlier analysis over ~3,5k historical reaction records.


The work · preprint, data, code
Author

Iryna Boiko

PhD student · Kyiv Researcher · Enamine Ltd

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© 2026 I. B. Boiko SSSC 2026