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Updated: Jun 28, 2026

Synthesis of Platinum-nickel Nanowires and Optimization for Oxygen Reduction Performance
Published on: April 27, 2018
Computational high-throughput screening of high-performance transition metal C8N8 single-atom electrocatalysts for
Keyuan Chen1,2, Xingkao Zhang1, Yongzhi Wu1
1Faculty of Materials Science and Engineering, Kunming University of Science and Technology, Kunming, 650093, China. JRong_@163.com.
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.
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