Leveraging Regio- and Stereoselective C(sp3)–H Functionalization of Silyl Ethers to Train a Logistic Regression Classification Model for Predicting Site-Selectivity …

YT Boni, RC Cammarota, K Liao… - Journal of the …, 2022 - ACS Publications
The C–H functionalization of silyl ethers via carbene-induced C–H insertion represents an
efficient synthetic disconnection strategy. In this work, site-and stereoselective C (sp3)–H …

OSCAR: an extensive repository of chemically and functionally diverse organocatalysts

S Gallarati, P van Gerwen, R Laplaza, S Vela… - Chemical …, 2022 - pubs.rsc.org
The automated construction of datasets has become increasingly relevant in computational
chemistry. While transition-metal catalysis has greatly benefitted from bottom-up or top-down …

Training Set Design and Application of Monophosphines as Ligands in Transition Metal Catalysis

SR Smith - 2022 - search.proquest.com
This dissertation explores the use of data-driven workflows to generate datasets with diverse
outputs and the statistical analysis of these datasets for predictive and mechanistic …