Articles with "retrosynthesis planning" as a keyword



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Chemistry-informed molecular graph as reaction descriptor for machine-learned retrosynthesis planning

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Published in 2022 at "Proceedings of the National Academy of Sciences of the United States of America"

DOI: 10.1073/pnas.2212711119

Abstract: Significance Machine learning has achieved great success in retrosynthesis planning. We introduced chemical information, including NMR chemical shifts, bond energies, catalysts, and solvents into the descriptor of molecules and reactions and into molecular graphs to… read more here.

Keywords: reaction; machine; chemistry; molecular graph ... See more keywords