Novitskiy IM, Kutateladze AG. Peculiar Reaction Products and Mechanisms Revisited with Machine Learning-Augmented Computational NMR.
J Org Chem 2022;
87:8589-8598. [PMID:
35723522 DOI:
10.1021/acs.joc.2c00749]
[Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
DU8ML, a fast and accurate machine learning-augmented density functional theory (DFT) method for computing nuclear magnetic resonance (NMR) spectra, proved effective for high-throughput revision of misassigned natural products. In this paper, we disclose another important aspect of its application: correction of unusual reaction mechanisms originally proposed because of incorrect product structures.
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