Student or educator? Sign up with your school email and get 6 months of Pro free.
Cited by 4,770

The DOI matches its Crossref record; 2 of the 2 references it cites were found in a registry or an index.

Single-Atom Catalysts: A New Frontier in Heterogeneous Catalysis

Yang, Xiao-Feng, Wang, Aiqin, Qiao, Botao, Li, Jun, Liu, Jingyue, Zhang, Tao·2013·Accounts of Chemical Research

Abstract

Supported metal nanostructures are the most widely used type of heterogeneous catalyst in industrial processes. The size of metal particles is a key factor in determining the performance of such catalysts. In particular, because low-coordinated metal atoms often function as the catalytically active sites, the specific activity per metal atom usually increases with decreasing size of the metal particles. However, the surface free energy of metals increases significantly with decreasing particle size, promoting aggregation of small clusters. Using an appropriate support material that strongly interacts with the metal species prevents this aggregation, creating stable, finely dispersed metal clusters with a high catalytic activity, an approach industry has used for a long time. Nevertheless, practical supported metal catalysts are inhomogeneous and usually consist of a mixture of sizes from nanoparticles to subnanometer clusters. Such heterogeneity not only reduces the metal atom efficiency but also frequently leads to undesired side reactions. It also makes it extremely difficult, if not impossible, to uniquely identify and control the active sites of interest. The ultimate small-size limit for metal particles is the single-atom catalyst (SAC), which contains isolated metal atoms singly dispersed on supports. SACs maximize the efficiency of metal atom use, which is particularly important for supported noble metal catalysts. Moreover, with well-defined and uniform single-atom dispersion, SACs offer great potential for achieving high activity and selectivity. In this Account, we highlight recent advances in preparation, characterization, and catalytic performance of SACs, with a focus on single atoms anchored to metal oxides, metal surfaces, and graphene. We discuss experimental and theoretical studies for a variety of reactions, including oxidation, water gas shift, and hydrogenation. We describe advances in understanding the spatial arrangements and electronic properties of single atoms, as well as their interactions with the support. Single metal atoms on support surfaces provide a unique opportunity to tune active sites and optimize the activity, selectivity, and stability of heterogeneous catalysts, offering the potential for applications in a variety of industrial chemical reactions.

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.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1021/ar300361m

Cites

2 of 2 references verified0 citation errors · 0 not checkable

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.

A few free checks a day · papers already verified open instantly · results are public

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

Show all 2 references

Research works printed but not linked: 54

  1. Vanharde R., 1969, Surf. Sci., 15, 189, 10.1016/0039-6028(69)90148-4 · DOI · Paper page
  2. Lopez N., 2004, J. Catal., 223, 232, 10.1016/j.jcat.2004.01.001 · DOI · Paper page
  3. Valden M., 1998, Science, 281, 1647, 10.1126/science.281.5383.1647 · DOI · Paper page
  4. Li J., 2003, Science, 299, 864, 10.1126/science.1079879 · DOI · Paper page
  5. Campbell C. T., 2012, Nat. Chem., 4, 597, 10.1038/nchem.1412 · DOI · Paper page
  6. Haruta M., 1987, Chem. Lett., 405, 10.1246/cl.1987.405 · DOI · Paper page
  7. Somorjai G. A., 2008, Chem. Soc. Rev., 37, 2155, 10.1039/b719148k · DOI · Paper page
  8. Crespo-Quesada M., 2011, J. Am. Chem. Soc., 133, 12787, 10.1021/ja204557m · DOI · Paper page
  9. Lin J., 2012, Angew. Chem., Int. Ed., 51, 2920, 10.1002/anie.201106702 · DOI
  10. Heiz U., 1999, J. Am. Chem. Soc., 121, 3214, 10.1021/ja983616l · DOI · Paper page
  11. Lei Y., 2010, Science, 328, 224, 10.1126/science.1185200 · DOI · Paper page
  12. Qiao B., 2009, J. Catal., 261, 241, 10.1016/j.jcat.2008.11.012 · DOI
  13. Turner M., 2008, Nature, 454, 981, 10.1038/nature07194 · DOI · Paper page
  14. Kaden W. E., 2009, Science, 326, 826, 10.1126/science.1180297 · DOI · Paper page
  15. Thomas J. M., 2005, Angew. Chem., Int. Ed., 44, 6456, 10.1002/anie.200462473 · DOI · Paper page
  16. Qiao B., 2011, Nat. Chem., 3, 634, 10.1038/nchem.1095 · DOI · Paper page
  17. Thomas J., 2011, Top. Catal., 54, 588, 10.1007/s11244-011-9677-y · DOI
  18. Ranocchiari M., 2012, Proc. R. Soc. A, 468, 1985, 10.1098/rspa.2012.0078 · DOI
  19. Flytzani-Stephanopoulos M., 2012, Annu. Rev. Chem. Biomol. Eng., 3, 545, 10.1146/annurev-chembioeng-062011-080939 · DOI · Paper page
  20. Abbet S., 2000, J. Am. Chem. Soc., 122, 3453, 10.1021/ja9922476 · DOI · Paper page
  21. Lu J., 2012, Angew. Chem., Int. Ed., 51, 5842, 10.1002/anie.201107391 · DOI · Paper page
  22. Hackett S. F., 2007, Angew. Chem., Int. Ed., 46, 8593, 10.1002/anie.200702534 · DOI · Paper page
  23. Kim Y.-T., 2006, Angew. Chem., Int. Ed., 118, 421, 10.1002/ange.200501792 · DOI
  24. Zhang X., 2005, Angew. Chem., Int. Ed., 44, 7132, 10.1002/anie.200502101 · DOI · Paper page
  25. Wang S., 2004, Nat. Mater., 3, 143, 10.1038/nmat1077 · DOI · Paper page
  26. Batson P. E., 2008, Microsc. Microanal., 14, 89, 10.1017/S1431927608080197 · doi:10.1017/s1431927608080197
  27. Kwak J. H., 2009, Science, 325, 1670, 10.1126/science.1176745 · DOI · Paper page
  28. Fu Q., 2003, Science, 301, 935, 10.1126/science.1085721 · DOI · Paper page
  29. Yang M., 2013, J. Am. Chem. Soc., 135, 3768, 10.1021/ja312646d · DOI · Paper page
  30. Zhang H., 2012, Nat. Mater., 11, 49, 10.1038/nmat3143 · DOI · Paper page
  31. Novotný Z., 2012, Phys. Rev. Lett., 108, 216103, 10.1103/PhysRevLett.108.216103 · DOI
  32. Hashimoto A., 2012, J. Electron Microsc., 61, 409
  33. Bayram E., 2012, ACS Catal., 2, 1947, 10.1021/cs300366w · DOI
  34. Sun S., 2013, Sci. Rep., 3, 1775, 10.1038/srep01775 · DOI · Paper page
  35. Wang L., 2013, ACS Catal., 3, 1011, 10.1021/cs300816u · DOI · Paper page
  36. Zhai Y., 2010, Science, 329, 1633, 10.1126/science.1192449 · DOI · Paper page
  37. Zhang C., 2012, Angew. Chem., Int. Ed., 51, 9628, 10.1002/anie.201202034 · DOI · Paper page
  38. Wang G., 2010, Angew. Chem., Int. Ed., 49, 1302, 10.1002/anie.200906473 · DOI
  39. Huang Z., 2012, Angew. Chem., Int. Ed., 51, 4198, 10.1002/anie.201109065 · DOI · Paper page
  40. Wu C.-T., 2012, Nat. Commun., 3, 1050, 10.1038/ncomms2053 · doi:10.1038/ncomms2053
  41. Tang W., 2010, J. Catal., 273, 125, 10.1016/j.jcat.2010.05.005 · DOI · Paper page
  42. Kyriakou G., 2012, Science, 335, 1209, 10.1126/science.1215864 · DOI · Paper page
  43. Jirkovsky J. S., 2011, J. Am. Chem. Soc., 133, 19432, 10.1021/ja206477z · DOI · Paper page
  44. Zhang R. Q., 2012, Phys. Chem. Chem. Phys., 14, 16552, 10.1039/c2cp41392b · DOI
  45. Rim K. T., 2009, J. Phys. Chem. C, 113, 10198, 10.1021/jp8112599 · DOI
  46. 10.1002/cctc.201200799 · DOI
  47. Tang Y., 2012, Phys. Chem. Chem. Phys., 14, 16566, 10.1039/c2cp41441d · DOI · Paper page
  48. Wang H., 2013, J. Phys. Chem. C, 117, 4632, 10.1021/jp311658m · DOI
  49. Wei X., 2012, J. Phys. Chem. C, 116, 6222, 10.1021/jp210555s · doi:10.1021/jp210555s
  50. García-Mota M., 2008, ChemPhysChem, 9, 1624, 10.1002/cphc.200800246 · doi:10.1002/cphc.200800246
  51. Hu Z., 2011, J. Phys. Chem. C, 115, 17898, 10.1021/jp205432r · DOI
  52. Shapovalov V., 2007, J. Catal., 245, 205, 10.1016/j.jcat.2006.10.009 · DOI · Paper page
  53. 10.1039/C3FD20129E · doi:10.1039/c3fd20129e
  54. Wang C.-M., 2009, J. Catal., 266, 343, 10.1016/j.jcat.2009.06.023 · doi:10.1016/j.jcat.2009.06.023

Cited by

See all 4,770

Metadata

Authors
Yang, X.-F., Wang, A., Qiao, B., Li, J., Liu, J., & Zhang, T.
Venue
Accounts of Chemical Research
Published
2013-07-01
Volume
46
Issue
8
Pages
1740-1748
ISSN
  • 0001-4842 (ISSN-L)
  • 1520-4898
OpenAlex
W1979371521
Cited by
4,770
References
2
FWCI
36.41
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: Single-Atom Catalysts: A New Frontier in Heterogeneous Catalysis. https://app.cochat.ai/papers/10.1021/ar300361m
The paper
Yang, X.-F., Wang, A., Qiao, B., Li, J., Liu, J., & Zhang, T. (2013). Single-Atom Catalysts: A New Frontier in Heterogeneous Catalysis. Accounts of Chemical Research. https://doi.org/10.1021/ar300361m

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.