Shuo-Qing Zhang

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Data-driven design of new chiral carboxylic acid for construction of indoles with C-central and C–N axial chirality via cobalt catalysis - Nature Communications

May 31, 2023 | nature.com | Shuo-Qing Zhang |Torben Rogge |Xin Hong

AbstractChallenging enantio- and diastereoselective cobalt-catalyzed C–H alkylation has been realized by an innovative data-driven knowledge transfer strategy. Harnessing the statistics of a related transformation as the knowledge source, the designed machine learning (ML) model took advantage of delta learning and enabled accurate and extrapolative enantioselectivity predictions.

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