Bayesian optimisation for additive screening and yield improvements – beyond one-hot encoding

Abstract

Cost-effective Bayesian optimisation screening of 720 additives on four complex reactions, achieving substantial yield improvements over baselines using chemical reaction representations beyond one-hot encoding.