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

Combining a cloud-based Bayesian optimization platform with a robotic synthesis platform accelerated the discovery of high conversion iodination of terminal alkyne reactions in a large search space of over 12 000 possible reactions in 23 experiments.