journal article·2025-10Open access

Computational Discovery of New C─C Coupling Electrocatalysts for CO 2 Electroreduction

Roham Dorakhan, Tiago J. Goncalves, Jehad Abed, Pooya Talebi, Claude Coppex, Mohammadreza Karamad, Ehsan Nikbin, Ali Shayesteh Zeraati, Edward H. Sargent, Samira Siahrostami

Small· Volume 21· Issue 43

Abstract

Abstract Catalyst development is key in advancing low‐temperature CO 2 electroreduction systems on the path to energy‐efficient and low‐carbon intensity fuels and chemicals. Much focus lies today on transition metals and their modification, yet a promising avenue remains unexplored—perovskite oxides. Owing to perovskite oxides’ distinct electronic structures and reactivity patterns, the systematic screening of these materials can enable identification of new activity regimes and point to mechanisms and active sites distinct from those in traditional transition metal catalysts. Herein, a data‐driven search is applied to evaluate the stability of a large library of ≈1500 ABO 3 perovskites at the relevant pH and electrode potentials of CO 2 electroreduction. This study identifies 31 stable candidates and chooses the ATaO 3 family of perovskites to synthesize and investigate for its electrochemical performance. Strikingly, C─C coupling is observed with a C 2 Faradaic Efficiency (FE) of 10% at 100 mAcm −2 with KTaO 3 . This study finds the size of the A element in ATaO 3 to be critical in C─C coupling, and computational reaction pathway analysis shows a CO * ─ * CHO coupling‐driven mechanism for C 2 production. The findings in this study suggest routes to materials design for electrocatalytic C─C coupling on non‐copper surfaces.
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Research context

OpenAlex topics: CO2 Reduction Techniques and Catalysts · Machine Learning in Materials Science · Advanced Photocatalysis Techniques

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Electrical and Computer Engineering University of Toronto 10 King's College Rd Toronto Ontario M5S 3G8 Canada

Department of Chemistry University of Calgary 2500 University Drive NW Calgary Alberta T2N 1N4 Canada

Department of Materials Science and Engineering University of Toronto 184 College St Toronto Ontario M5S 3E4 Canada

Department of Chemistry Simon Fraser University 8888 University Drive Burnaby British Columbia V5A 1S6 Canada

Acceleration Consortium University of Toronto 700 University Ave Toronto Ontario M5G 1X6 Canada

Department of Chemistry Northwestern University 2145 Sheridan Rd Evanston Illinois 60208 United States

Funding

Natural Sciences and Engineering Research Council of Canada

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