Bayesian optimization with constraint on passed charge for multiparameter screening of electrochemical reductive carboxylation in a flow microreactor. Issue 24 (28th February 2022)

• Record Type: Journal Article
• Authors: Naito, Yuki; Kondo, Masaru; Nakamura, Yuto; Shida, Naoki; Ishikawa, Kazunori; Washio, Takashi; Takizawa, Shinobu; Atobe, Mahito
• Is Part Of: Chemical communications. Volume 58:Issue 24(2022)
• Page Start: 3893
• Page End: 3896
• Publication Date: 2022-02-28
• Subjects: Chemistry -- Periodicals; 540
• DOI: 10.1039/d2cc00124a
• Languages: English
• ISSNs: 1359-7345

Abstract

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.