Rational design of MXene-based vacancy-confined single-atom catalyst for efficient oxygen evolution reaction

dc.contributor.authorFu, Zhongheng
dc.contributor.authorHai, Guangtong
dc.contributor.authorMa, Xia-Xia
dc.contributor.authorLegut, Dominik
dc.contributor.authorZheng, Yongchao
dc.contributor.authorChen, Xiang
dc.date.accessioned2026-05-12T12:31:00Z
dc.date.available2026-05-12T12:31:00Z
dc.date.issued2024
dc.description.abstractTwo-dimensional transition metal carbides (MXenes) have been demonstrated to be promising supports for single-atom catalysts (SACs) to enable efficient oxygen evolution reaction (OER). However, the rational design of MXene-based SACs depends on an experimental trial-and-error approach. A theoretical guidance principle is highly expected for the efficient evaluation of MXene-based SACs. Herein, highthroughput screening was performed through first-principles calculations and machine learning techniques. Ti3C2(OH)x, V3C2(OH)x, Zr3C2(OH)x, Nb3C2(OH)x, Hf3C2(OH)x, Ta3C2(OH)x, and W3C2(OH)x were screened out based on their excellent stability. Zn, Pd, Ag, Cd, Au, and Hg were proposed to be promising single atoms anchored in MXenes based on cohesive energy analysis. Hf3C2(OH)x with a Pd single atom delivers a theoretical overpotential of 81 mV. Both moderate electron-deficient state and high covalency of metal-carbon bonds were critical features for the high OER reactivity. This principle is expected to be a promising approach to the rational design of OER catalysts for metal-air batteries, fuel cells, and other OER-based energy storage devices. (c) 2024 Science Press and Dalian Institute of Chemical Physics, Chinese Academy of Sciences. Published by ELSEVIER B.V. and Science Press. All rights are reserved, including those for text and data mining, AI training, and similar technologies.
dc.description.firstpage663
dc.description.lastpage669
dc.description.sourceWeb of Science
dc.description.volume98
dc.identifier.citationJournal of Energy Chemistry. 2024, vol. 98, p. 663-669.
dc.identifier.doi10.1016/j.jechem.2024.07.014
dc.identifier.issn2095-4956
dc.identifier.urihttp://hdl.handle.net/10084/158602
dc.identifier.wos001286511100001
dc.language.isoen
dc.publisherElsevier
dc.relation.ispartofseriesJournal of Energy Chemistry
dc.relation.urihttp://doi.org/10.1016/j.jechem.2024.07.014
dc.rights© 2024 Science Press and Dalian Institute of Chemical Physics, Chinese Academy of Sciences. Published by ELSEVIER B.V. and Science Press. All rights are reserved, including those for text and data mining, AI training, and similar technologies.
dc.subjectMXene
dc.subjectsingle-atom catalysis
dc.subjectoxygen evolution reaction
dc.subjecthigh-throughput calculation
dc.subjectmachine learning
dc.titleRational design of MXene-based vacancy-confined single-atom catalyst for efficient oxygen evolution reaction
dc.typearticle
dc.type.statusPeer-reviewed
dc.type.versionpublishedVersion

Files

License bundle

Now showing 1 - 1 out of 1 results
Loading...
Thumbnail Image
Name:
license.txt
Size:
718 B
Format:
Item-specific license agreed upon to submission
Description: