Informatics‐Driven and Automated Optimization in Flow Electrochemical Synthesis

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.

Authors

Institutions

Publication Details

Journal
European Journal of Organic Chemistry
Published
2026-04-03
DOI
https://doi.org/10.1002/ejoc.202501237
Primary Topic
Radical Photochemical Reactions
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Informatics‐Driven and Automated Optimization in Flow Electrochemical Synthesis

Eisuke F. Sato, Koichi Mitsudo, Seiji Suga, Akine Tani
European Journal of Organic Chemistry
Radical Photochemical Reactions
article

Informatics‐Driven and Automated Optimization in Flow Electrochemical Synthesis

Eisuke F. Sato, Koichi Mitsudo, Seiji Suga, Akine Tani
article en

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.

European Journal of Organic Chemistry
Okayama University of Science (JP), Okayama University (JP)
Okayama Foundation for Science and Technology, Japan Society for the Promotion of Science
Responsible consumption and production
Openalex Percentile: Top 24%
Radical Photochemical Reactions
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.