Computational High-Throughput Screening of Transition-Metal C <sub>2</sub> N <sub>2</sub> Electrocatalysts for Oxygen Reduction Reactions

With the increasing demand for efficient energy conversion technologies, stable and highly active electrocatalysts have become a key area of research. In recent years, transition-metal (TM) nitrogen-doped carbon-based catalysts have emerged as promising electrocatalysts due to their unique physical and chemical properties. Among the various catalysts aimed at overcoming the efficiency bottlenecks of traditional energy conversion, TM-C<sub>2</sub>N<sub>2</sub> has garnered significant attention for its high activity and excellent atomic utilization, demonstrating outstanding performance in the electrochemical oxygen reduction reaction (ORR). However, despite the substantial potential of TM-C<sub>2</sub>N<sub>2</sub> in ORR, the impact of different central atoms on the electronic structure and catalytic performance of C<sub>2</sub>N<sub>2</sub> has not been systematically studied or deeply explored. In this study, density functional theory combined with high-throughput screening methods was employed to systematically screen TM-C<sub>2</sub>N<sub>2</sub> monolayer catalysts composed of different central atoms and to investigate their interaction patterns and catalytic mechanisms in ORR. The computational results indicate that altering the d-band center can effectively reduce excessive adsorption of intermediates, and that the interaction strength between intermediates and TM-C<sub>2</sub>N<sub>2</sub> is a key factor determining ORR catalytic activity. Among the 38 candidate materials, we identified two promising candidates, Ti-C<sub>2</sub>N<sub>2</sub> and Mn-C<sub>2</sub>N<sub>2</sub>, which not only exhibit low overpotentials of 0.34 and 0.41 V, respectively, but also possess high thermodynamic and electrochemical stability. This study introduces a novel nonprecious metal catalyst for ORR and reveals the catalytic mechanism of TM-C<sub>2</sub>N<sub>2</sub> materials in ORR, providing valuable theoretical guidance for structural optimization and performance enhancement in future catalyst design.

Authors

Institutions

Publication Details

Journal
Langmuir
Published
2025-11-10
DOI
https://doi.org/10.1021/acs.langmuir.5c04019
Citations
1
Primary Topic
Electrocatalysts for Energy Conversion
Type
article
Field-Weighted Citation Impact
0.36
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Computational High-Throughput Screening of Transition-Metal C 2 N 2 Electrocatalysts for Oxygen Reduction Reactions

Keyuan Chen, Ju Rong, Jueyi Ye, Li Ma et al.
1 citations
Langmuir
Electrocatalysts for Energy Conversion
0.36
article

Computational High-Throughput Screening of Transition-Metal C 2 N 2 Electrocatalysts for Oxygen Reduction Reactions

Keyuan Chen, Ju Rong, Jueyi Ye, Li Ma, Xiaohua Yu, Zhaohua Liu, Yanbing Wu, Hanqing Li, Xiangjie Fu
article en
1 citations

Abstract

With the increasing demand for efficient energy conversion technologies, stable and highly active electrocatalysts have become a key area of research. In recent years, transition-metal (TM) nitrogen-doped carbon-based catalysts have emerged as promising electrocatalysts due to their unique physical and chemical properties. Among the various catalysts aimed at overcoming the efficiency bottlenecks of traditional energy conversion, TM-C<sub>2</sub>N<sub>2</sub> has garnered significant attention for its high activity and excellent atomic utilization, demonstrating outstanding performance in the electrochemical oxygen reduction reaction (ORR). However, despite the substantial potential of TM-C<sub>2</sub>N<sub>2</sub> in ORR, the impact of different central atoms on the electronic structure and catalytic performance of C<sub>2</sub>N<sub>2</sub> has not been systematically studied or deeply explored. In this study, density functional theory combined with high-throughput screening methods was employed to systematically screen TM-C<sub>2</sub>N<sub>2</sub> monolayer catalysts composed of different central atoms and to investigate their interaction patterns and catalytic mechanisms in ORR. The computational results indicate that altering the d-band center can effectively reduce excessive adsorption of intermediates, and that the interaction strength between intermediates and TM-C<sub>2</sub>N<sub>2</sub> is a key factor determining ORR catalytic activity. Among the 38 candidate materials, we identified two promising candidates, Ti-C<sub>2</sub>N<sub>2</sub> and Mn-C<sub>2</sub>N<sub>2</sub>, which not only exhibit low overpotentials of 0.34 and 0.41 V, respectively, but also possess high thermodynamic and electrochemical stability. This study introduces a novel nonprecious metal catalyst for ORR and reveals the catalytic mechanism of TM-C<sub>2</sub>N<sub>2</sub> materials in ORR, providing valuable theoretical guidance for structural optimization and performance enhancement in future catalyst design.

LangmuirVol. 41(45)
Kunming University of Science and Technology (CN), Faculty (United Kingdom) (GB), Panzhihua University (CN), Division of Materials Science and Engineering (AU), Advanced Energy Materials (United States) (US)
Openalex Percentile: Top 36%
Electrocatalysts for Energy Conversion
0.36
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.