The DOI matches its Crossref record; 65 of the 65 references it cites were found in a registry or an index.
High-Throughput Screening of Synergistic Transition Metal Dual-Atom Catalysts for Efficient Nitrogen Fixation
Abstract
Great enthusiasm in single-atom catalysts (SACs) for the nitrogen reduction reaction (NRR) has been aroused by the discovery of metal–N x as a promising catalytic center. However, the poor activity and low selectivity of available SACs are far away from the industrial requirement. Through the first-principles high-throughput screening, we find that Fe–Fe distributed on graphite carbon nitride (Fe 2 / g -CN) can manipulate the binding strength of the target reaction species (compromises the ability to adsorb N 2 H and NH 2 ), therefore achieving the best NRR performance among 23 transition metal (TM) centers. Our results show that Fe 2 / g -CN achieves a high theoretical Faradaic efficiency of 100% and, impressively, the lowest limiting potential of −0.13 V. Particularly, multiple-level descriptors shed light on the origin of NRR activity, achieving a fast prescreening among various candidates. Our predictions not only accelerate discovery of catalysts for ammonia synthesis but also contribute to further elucidate the structure–performance correlations.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
1 retracted
RETRACTED ARTICLE: A universal principle for a rational design of single-atom electrocatalysts
Xu, H., Cheng, D., Cao, D., & Zeng, X. C. (2018) · Nature Catalysis · doi:10.1038/s41929-018-0063-z · Cited by 1,590
RetractedEfficient iterative schemes for ab initio total-energy calculations using a plane-wave basis set
Kresse, G., & Furthmüller, J. (1996) · Physical Review B · doi:10.1103/physrevb.54.11169 · Cited by 123,652
Projector augmented-wave method
Blöchl, P. E. (1994) · Physical Review B · doi:10.1103/physrevb.50.17953 · Cited by 92,732
From ultrasoft pseudopotentials to the projector augmented-wave method
Kresse, G., & Joubert, D. (1999) · Physical Review B · doi:10.1103/physrevb.59.1758 · Cited by 85,307
Semiempirical GGA‐type density functional constructed with a long‐range dispersion correction
Grimme, S. (2006) · Journal of Computational Chemistry · doi:10.1002/jcc.20495 · Cited by 31,038
Perdew, J. P., Chevary, J. A., Vosko, S. H., Jackson, K. A., Pederson, M. R., Singh, D. J., & Fiolhais, C. (1992) · Physical Review B · doi:10.1103/physrevb.46.6671 · Cited by 22,269
Perdew, J. P., Chevary, J. A., Vosko, S. H., Jackson, K. A., Pederson, M. R., Singh, D. J., & Fiolhais, C. (1993) · Physical Review B · doi:10.1103/physrevb.48.4978.2 · Cited by 17,144
Origin of the Overpotential for Oxygen Reduction at a Fuel-Cell Cathode
Nørskov, J. K., Rossmeisl, J., Logadottir, A., Lindqvist, L., Kitchin, J. R., Bligaard, T., & Jónsson, H. (2004) · The Journal of Physical Chemistry B · doi:10.1021/jp047349j · Cited by 13,153
Combining theory and experiment in electrocatalysis: Insights into materials design
Seh, Z. W., Kibsgaard, J., Dickens, C. F., Chorkendorff, I., Nørskov, J. K., & Jaramillo, T. F. (2017) · Science · doi:10.1126/science.aad4998 · Cited by 12,114
Single-atom catalysis of CO oxidation using Pt1/FeOx
Qiao, B., Wang, A., Yang, X., Allard, L. F., Jiang, Z., Cui, Y., Liu, J., Li, J., & Zhang, T. (2011) · Nature Chemistry · doi:10.1038/nchem.1095 · Cited by 7,526
Cited by
Review of Carbon Support Coordination Environments for Single Metal Atom Electrocatalysts (SACS)
Song, W., Xiao, C., Ding, J., Huang, Z., Yang, X., Zhang, T., Mitlin, D., & Hu, W. (2024) · Advanced Materials · doi:10.1002/adma.202301477 · Cited by 373
High-efficiency electrochemical ammonia synthesis at co-catalytic Fe–Mo dual-atom sites
Li, R., Ma, R., Zhang, L.-L., Ma, W., Shao, G., Zhang, X., Tian, Y., Jiao, M., & Zhou, Z. (2025) · ACS Nano · doi:10.1021/acsnano.5c01741 · Cited by 46
Metadata
- Authors
- Lv, X., Wei, W., Huang, B., Dai, Y., & Frauenheim, T.
- Venue
- Nano Letters
- Publisher
- American Chemical Society (ACS)
- Published
- 2021-02-15
- Volume
- 21
- Issue
- 4
- Pages
- 1871-1878
- ISSN
- 1530-6984 (ISSN-L)
- 1530-6992
- OpenAlex
- W3132688281
- Cited by
- 369
- References
- 65
- FWCI
- 13.41
- Type
- journal article
- Language
- en
- Open access
- closed
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: High-Throughput Screening of Synergistic Transition Metal Dual-Atom Catalysts for Efficient Nitrogen Fixation. https://app.cochat.ai/papers/10.1021/acs.nanolett.0c05080
- The paper
- Lv, X., Wei, W., Huang, B., Dai, Y., & Frauenheim, T. (2021). High-Throughput Screening of Synergistic Transition Metal Dual-Atom Catalysts for Efficient Nitrogen Fixation. Nano Letters. https://doi.org/10.1021/acs.nanolett.0c05080
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.