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Title: Research Progress in High-Throughput Screening of CO2 Reduction Catalysts

The conversion and utilization of carbon dioxide (CO2) have dual significance for reducing carbon emissions and solving energy demand. Catalytic reduction of CO2 is a promising way to convert and utilize CO2. However, high-performance catalysts with excellent catalytic activity, selectivity and stability are currently lacking. High-throughput methods offer an effective way to screen high-performance CO2 reduction catalysts. Here, recent advances in high-throughput screening of electrocatalysts for CO2 reduction are reviewed. First, the mechanism of CO2 reduction reaction by electrocatalysis and potential catalyst candidates are introduced. Second, high-throughput computational methods developed to accelerate catalyst screening are presented, such as density functional theory and machine learning. Then, high-throughput experimental methods are outlined, including experimental design, high-throughput synthesis, in situ characterization and high-throughput testing. Finally, future directions of high-throughput screening of CO2 reduction electrocatalysts are outlooked. This review will be a valuable reference for future research on high-throughput screening of CO2 electrocatalysts.

 
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Award ID(s):
2011754
NSF-PAR ID:
10500610
Author(s) / Creator(s):
; ; ; ; ; ; ;
Publisher / Repository:
IEEE
Date Published:
Journal Name:
Energies
Volume:
15
Issue:
18
ISSN:
1996-1073
Page Range / eLocation ID:
6666
Format(s):
Medium: X
Sponsoring Org:
National Science Foundation
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