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

TitleHigh-throughput screening of axially bonded dual atom catalysts for enhanced electrocatalytic reactions: The effect of van der Waals interaction
Authors
KeywordsCO2 capture
CO2RR
double-layer
HER
OER
ORR
syngas
Issue Date20-May-2025
PublisherElsevier
Citation
Journal of Materials Science & Technology, 2025, v. 218, p. 126-134 How to Cite?
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.


Persistent Identifierhttp://hdl.handle.net/10722/351346
ISSN
2023 Impact Factor: 11.2
2023 SCImago Journal Rankings: 2.309

 

DC FieldValueLanguage
dc.contributor.authorTamtaji, Mohsen-
dc.contributor.authorGoddard III, William A-
dc.contributor.authorHu, Ziyang-
dc.contributor.authorChen, Guan Hua-
dc.date.accessioned2024-11-20T00:39:20Z-
dc.date.available2024-11-20T00:39:20Z-
dc.date.issued2025-05-20-
dc.identifier.citationJournal of Materials Science & Technology, 2025, v. 218, p. 126-134-
dc.identifier.issn1005-0302-
dc.identifier.urihttp://hdl.handle.net/10722/351346-
dc.description.abstract<p>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.</p>-
dc.languageeng-
dc.publisherElsevier-
dc.relation.ispartofJournal of Materials Science & Technology-
dc.subjectCO2 capture-
dc.subjectCO2RR-
dc.subjectdouble-layer-
dc.subjectHER-
dc.subjectOER-
dc.subjectORR-
dc.subjectsyngas-
dc.titleHigh-throughput screening of axially bonded dual atom catalysts for enhanced electrocatalytic reactions: The effect of van der Waals interaction-
dc.typeArticle-
dc.identifier.doi10.1016/j.jmst.2024.09.009-
dc.identifier.scopuseid_2-s2.0-85206947481-
dc.identifier.volume218-
dc.identifier.spage126-
dc.identifier.epage134-
dc.identifier.eissn1941-1162-
dc.identifier.issnl1005-0302-

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