Bayesian optimization with constraint on passed charge for multiparameter screening of electrochemical reductive carboxylation in a flow microreactor. Issue 24 (28th February 2022) - Naito, Yuki
Abstract : Multiparameter screening for a reductive carboxylation reaction in an electrochemical flow microreactor is performed with a Bayesian optimization (BO) strategy. Abstract : Multiparameter screening of reductive carboxylation in an electrochemical flow microreactor was performed using a Bayesian optimization (BO) strategy. The developed algorithm features a constraint on passed charge for the electrochemical reaction, which led to suitable conditions being instantaneously found for the desired reaction. Analysis of the BO-suggested conditions underscored the physicochemical validity.