High-throughput screening of axially bonded dual atom catalysts for enhanced electrocatalytic reactions: The effect of van der Waals interaction
Abstract
Single- and dual-atom catalysts (SACs and DACs) on single-layer graphene are widely investigated for a wide range of electrochemical reactions. However, the effect of van der Waals interactions on the activity of these catalysts has not been investigated through systematic high-throughput screening. Here we introduce the concept of van der Waals interactions through a double-layer DAC structure which has axial d orbital modification towards enhanced CO2 reduction reaction (CO2RR), hydrogen evolution reaction (HER), oxygen reduction reaction (ORR), and oxygen evolution reaction (OER). We applied density functional theory (DFT) to screen 3d, 4d, and 5d transition metals supported by double-layer nitrogen-doped graphene, denoted as M2N8. We sought catalysts with high thermodynamic and electrochemical stabilities along with low overpotentials for CO2RR, ORR, OER, or HER. We find that HER can take place inside the van der Waals gap of V2N8 and Co2N8 leading to overpotentials of 0.10 and 0.16 V. Moreover, ORR and OER can take place on the surface of Fe2N8 and Ir2N8, respectively, leading to overpotentials of 0.39 and 0.37 V. DFT predicts a CO2RR overpotential of 0.85 V towards CO on the surface of Co2N8 along with the HER overpotential of 0.16 V inside the van der Waals gap of Co2N8 towards the production of syngas (CO+H2). This paper provides fundamental insights into the design of advanced multi-layer catalysts by applying the concept of van der Waals interactions for electrochemistry at room temperature.
Copyright and License
© 2024 Published by Elsevier Ltd on behalf of The editorial office of Journal of Materials Science & Technology.
Acknowledgement
William A. Goddard III thanks the US National Science Foundation (No. CBET-2311117) for support. GuanHua Chen acknowledges financial support from the General Research Fund (Grant No. 17309620) and Research Grants Council (RGC: T23–713/22-R). William A. Goddard III and GuanHua Chen acknowledge support from the Hong Kong Quantum AI Lab, AIR@InnoHK of the Hong Kong Government.
Contributions
Mohsen Tamtaji: Writing – review & editing, Writing – original draft, Visualization, Validation, Project administration, Methodology, Investigation, Formal analysis, Data curation, Conceptualization. William A. Goddard III: Writing – review & editing, Validation, Supervision, Software, Resources, Project administration, Methodology, Investigation, Funding acquisition, Data curation, Conceptualization. Ziyang Hu: Visualization, Methodology, Data curation. GuanHua Chen: Writing – review & editing, Validation, Supervision, Software, Resources, Project administration, Methodology, Investigation, Funding acquisition.
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Additional details
- Accepted
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2024-09-05
- Available
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2024-09-24Published online
- Available
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2024-10-22Version of record
- Publication Status
- Published