Combining Bayesian optimization and automation to simultaneously optimize reaction conditions and routes

Abstract

0.2% of the combinatorial space. Further analysis allowed us to identify the influence of different reaction parameters on the reaction outcomes, demonstrating the potential for expedited reaction condition optimization and the prospect of more efficient chemical processes in the future.