What is Flex-Cat?

Flex-Cat is a self-driving chemistry laboratory that runs parallel miniaturized reactors and uses a Bayesian optimization algorithm to search through combinations of catalysts and reaction conditions without a human choosing each experiment. By automatically steering hundreds of experiments toward the most informative next test, it maps out how a reaction's selectivity and speed change across a wide space of ligands and process variables far faster than manual trial-and-error.