Computational high-throughput screening of high-performance transition metal C8N8 single-atom electrocatalysts for the oxygen reduction reaction

Abstract

Two-dimensional materials with active sites are expected to replace platinum as large-scale oxygen reduction reaction (ORR) catalysts. C8N8 as a novel 2D material demonstrates an excellent high pore ratio and structural tunability by embedding transition metal (TM) atoms into its periodic units to form TM–N4 subunits, exhibiting enormous catalytic potential in reactions such as the ORR. However, due to experimental cycles and traditional computational cost limitations, the ORR catalytic activity of TM–C8N8 monolayers with varying central metal atoms remains insufficiently investigated, which severely hinders the development of this material. In this study, we performed systematic investigations on various TM–C8N8 monolayers containing different central metals using combined density functional theory and high-throughput screening, exploring their interactions and catalytic mechanisms in the ORR. Our study demonstrates that d-band center modification avoids excessive intermediate adsorption, while the TM–C8N8-intermediate interaction strength governs ORR catalytic activity. From 38 screened materials, Fe–C8N8 and Mn–C8N8 emerged as two optimal candidates; both materials exhibit exceptional thermodynamic and electrochemical stability, with Fe–C8N8 demonstrating particularly remarkable performance, achieving an outstanding overpotential of merely 0.26 V. This study guides the design of efficient ORR electrocatalysts and clarifies the reaction mechanism in TM–C8N8.

Graphical abstract: Computational high-throughput screening of high-performance transition metal C8N8 single-atom electrocatalysts for the oxygen reduction reaction

Supplementary files

Article information

Article type
Paper
Submitted
22 Apr 2025
Accepted
13 May 2025
First published
14 May 2025

Phys. Chem. Chem. Phys., 2025, Advance Article

Computational high-throughput screening of high-performance transition metal C8N8 single-atom electrocatalysts for the oxygen reduction reaction

K. Chen, X. Zhang, Y. Wu, L. Ma, H. Li, J. Ye, J. Rong, X. Yu and Z. Liu, Phys. Chem. Chem. Phys., 2025, Advance Article , DOI: 10.1039/D5CP01530H

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