Bayesian optimization of electrochemical devices for electrons-to-molecules conversions: the case of pulsed CO <sub>2</sub> electroreduction
Daniel Frey, K.C. Neyerlin, Miguel A. Modestino
Abstract
Bayesian optimization (BO) was implemented to improve a membrane electrode assembly CO 2 electroreduction device undergoing pulsed operation.
Topics & Concepts
Bayesian optimizationElectrochemistryElectrodeElectronMoleculeBayesian probabilityMaterials scienceComputer scienceChemistryAnalytical Chemistry (journal)Physical chemistryPhysicsChromatographyArtificial intelligenceOrganic chemistryQuantum mechanicsCO2 Reduction Techniques and CatalystsElectrocatalysts for Energy ConversionGreen IT and Sustainability