# Substrate specific closed-loop optimization of carbohydrate protective group chemistry using Bayesian optimization and transfer learning

> Research article (Chemical Science, 2023) · cited 20× · AI/ML

**Wikidata**: [openalex:W4378085294](https://www.wikidata.org/wiki/openalex:W4378085294)  
**Source**: https://4ort.xyz/entity/substrate-specific-closed-loop-optimization-of-carbohydrate-protective-group-chemistry-using-bayesian-optimization-and-t