Informatics‐Driven and Automated Optimization in Flow Electrochemical Synthesis

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Authors: Eisuke F. Sato, Akine Tani, Tomohiro Nakahama, Koichi Mitsudo, Seiji Suga
Cited by: 3
References: 74

Abstract

Electrochemical synthesis has emerged as a powerful platform for environmentally sustainable chemical transformations. When integrated with flow chemistry, electrosynthetic processes exhibit enhanced scalability, making them suitable for industrial applications. Recently, the integration of electrochemical flow systems with informatics techniques has accelerated the optimization of reaction conditions. Data‐driven strategies facilitate rapid exploration of multidimensional parameter spaces, enabling identification of optimal reaction conditions with high efficiency. These advances have enabled the development of automated optimization systems. This review highlights recent progress in combining electrosynthesis, flow chemistry, and computational tools, focusing on representative examples that illustrate efficient optimization protocols and autonomous reaction development. By showcasing these developments, we discuss how the integration of these technologies is driving innovation in electrochemical synthesis.

Fields of Study & Subjects

Radical Photochemical Reactions Innovative Microfluidic and Catalytic Techniques Innovation Electrocatalysts for Energy Conversion

Publication details

Journal / source
European Journal of Organic Chemistry
Publisher
Wiley
Volume
29
Issue
18
Pages
e202501237
Publication date
3 April 2026
Language
EN