J. Mater. Sci. Technol. ›› 2025, Vol. 218: 126-134.DOI: 10.1016/j.jmst.2024.09.009

• Research Article • Previous Articles     Next Articles

High-throughput screening of axially bonded dual atom catalysts for enhanced electrocatalytic reactions: The effect of van der Waals interaction

Mohsen Tamtajia, William A. Goddard IIIb,*, Ziyang Hua,c, GuanHua Chena,c,*   

  1. aHong Kong Quantum AI Lab Limited, Pak Shek Kok, Hong Kong SAR, 999077, China;
    bMaterials and Process Simulation Center (MSC), MC 139-74, California Institute of Technology, Pasadena CA, 91125, USA;
    cDepartment of Chemistry, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, 999077, China
  • Received:2024-07-26 Revised:2024-09-05 Accepted:2024-09-05 Published:2025-05-20 Online:2024-09-24
  • Contact: *E-mail addresses: wag@caltech.edu (W.A. Goddard III), ghc@everest.hku.hk (G. Chen)

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.

Key words: ORR, OER, HER, CO2RR, CO2 capture, syngas, double-layer