Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Article
  • Published:

Ligand-restricted synthesis of highly paired dual-atom catalysts

Abstract

Dual-atom catalysts (DACs) exhibit high catalytic activity and metal utilization, alongside structural diversity with a wide range of catalytic site configurations. These features position DACs as promising candidates for energy conversion technologies. However, the precise control over atomic dispersion, pairing ratios and interatomic distances—which critically influence their multifunctional catalytic behavior—remains a formidable challenge. Here we developed a ligand-restricted strategy for the precise synthesis of highly paired DACs with tunable atomic distances. This was accomplished by coordinating diamine ligands with dual-metal precursors, restricting the pairing and relative positions of two metal atoms on two-dimensional graphitic carbon nitride. The atomic pairing ratio exceeded 82%, and the atomic pairing distance was controlled by the chain length of the diamine ligand. As a demonstration, the paired Pt1-Au1 DACs exhibited almost threefold enhancement in catalytic activity for nitrate reduction to ammonia compared with their unpaired counterparts. This work introduces an effective strategy for the atomic-scale fabrication of complex catalysts as well as provides valuable insights into nanoscale reaction mechanisms in heterogeneous catalysis.

This is a preview of subscription content, access via your institution

Access options

Buy this article

USD 39.95

Prices may be subject to local taxes which are calculated during checkout

Fig. 1: Microscopy analysis and structural characterization of DACs.
Fig. 2: Pairing mechanism and coordination environments of DACs.
Fig. 3: Regulation of atomic distance with different ligands.
Fig. 4: Theoretical calculations and ML techniques of Pt-based DACs.
Fig. 5: Structure–activity relationships for Pt1-Au1/g-C3N4-HA.

Similar content being viewed by others

Data availability

All data in this paper are presented in the article and Supplementary Information. Source data are provided with this paper.

References

  1. Wang, A. et al. Heterogeneous single-atom catalysis. Nat. Rev. Chem. 2, 65–81 (2018).

    Article  Google Scholar 

  2. Lang, R. et al. Single-atom catalysts based on the metal-oxide interaction. Chem. Rev. 120, 11986–12043 (2020).

    Article  PubMed  Google Scholar 

  3. Li, J. et al. Introduction: heterogeneous single-atom catalysis. Chem. Rev. 120, 11699–11702 (2020).

    Article  PubMed  Google Scholar 

  4. Zhang, S. et al. Atomically dispersed bimetallic Fe-Co electrocatalysts for green production of ammonia. Nat. Sustain. 6, 169–179 (2023).

    Article  Google Scholar 

  5. Jung, E. et al. Atomic-level tuning of Co-N-C catalyst for high-performance electrochemical H2O2 production. Nat. Mater. 19, 436–442 (2020).

    Article  PubMed  Google Scholar 

  6. Zhang, S. et al. Fe/Cu diatomic catalysts for electrochemical nitrate reduction to ammonia. Nat. Commun. 14, 3634 (2023).

    Article  PubMed  PubMed Central  Google Scholar 

  7. Li, R. & Wang, D. Superiority of dual-atom catalysts in electrocatalysis: one step further than single-atom catalysts. Adv. Energy Mater. 12, 2103564 (2022).

    Article  Google Scholar 

  8. Huang, F. et al. Low-temperature acetylene semi-hydrogenation over the Pd1-Cu1 dual-atom catalyst. J. Am. Chem. Soc. 144, 18485–18493 (2022).

    Article  PubMed  Google Scholar 

  9. Ma, Y. F. et al. Single atom catalysts in liquid phase selective hydrogenations. Chem. Res. Chin. Univ. 38, 1163–1171 (2022).

    Article  Google Scholar 

  10. Wei, X. et al. Cu acting as Fe activity promoter in dual-atom Cu/Fe-NC catalyst in CO2RR to C1 products. Appl. Surf. Sci. 564, 150423 (2021).

    Article  Google Scholar 

  11. Liang, X.-M. et al. Controlled synthesis of a Ni2 dual-atom catalyst for synergistic CO2 electroreduction. Appl. Catal. B 322, 122073 (2023).

    Article  Google Scholar 

  12. Jiao, J. et al. Copper atom-pair catalyst anchored on alloy nanowires for selective and efficient electrochemical reduction of CO2. Nat. Chem. 11, 222–228 (2019).

    Article  PubMed  Google Scholar 

  13. Li, R. & Wang, D. Understanding the structure-performance relationship of active sites at atomic scale. Nano Res. 15, 6888–6923 (2022).

    Article  Google Scholar 

  14. Liu, M. et al. Cascade synthesis of Fe-N2-Fe dual-atom catalysts for superior oxygen catalysis. Angew. Chem. Int. Ed. 63, e202408914 (2024).

    Article  Google Scholar 

  15. Wei, Y. S. et al. Fabricating dual-atom iron catalysts for efficient oxygen evolution reaction: a heteroatom modulator approach. Angew. Chem. Int. Ed. 132, 2–11 (2020).

    Article  Google Scholar 

  16. Lu, Z. et al. An isolated zinc-cobalt atomic pair for highly active and durable oxygen reduction. Angew. Chem. Int. Ed. 58, 2622–2626 (2019).

    Article  Google Scholar 

  17. Ding, T. et al. Atomically precise dinuclear site active toward electrocatalytic CO2 reduction. J. Am. Chem. Soc. 143, 11317–11324 (2021).

    Article  PubMed  Google Scholar 

  18. Zhang, Y. X. et al. General synthesis of a diatomic catalyst library via a macrocyclic precursor-mediated approach. J. Am. Chem. Soc. 145, 4819–4827 (2023).

    Article  PubMed  Google Scholar 

  19. Xie, P. et al. Oxo dicopper anchored on carbon nitride for selective oxidation of methane. Nat. Commun. 13, 1375 (2022).

    Article  PubMed  PubMed Central  Google Scholar 

  20. Chen, C. et al. Adjacent Fe site boosts electrocatalytic oxygen evolution at Co site in single-atom-catalyst through a dual-metal-site design. Energy Environ. Sci. 16, 1685–1696 (2023).

    Article  Google Scholar 

  21. Yu, D. et al. Dual-sites coordination engineering of single atom catalysts for flexible metal-air batteries. Adv. Energy Mater. 11, 2101242 (2021).

    Article  Google Scholar 

  22. Zhang, L. et al. Enhanced oxygen reduction activity and stability of double-layer nitrogen-doped carbon catalyst with abundant Fe-Co dual-atom sites. Nano Energy 117, 108854 (2023).

    Article  Google Scholar 

  23. Zhao, E. et al. Diatomic palladium catalyst for enhanced photocatalytic water-donating transfer hydrogenation. J. Am. Chem. Soc. 147, 2029–2036 (2025).

    Article  PubMed  Google Scholar 

  24. Wang, X. et al. Confined Fe-Cu clusters as sub-nanometer reactors for efficiently regulating the electrochemical nitrogen reduction reaction. Adv. Mater. 32, 2004382 (2020).

    Article  Google Scholar 

  25. Gong, F. et al. Universal sub-nanoreactor strategy for synthesis of yolk-shell MoS2 supported single atom electrocatalysts toward robust hydrogen evolution reaction. Angew. Chem. Int. Ed. 62, e202308091 (2023).

    Article  Google Scholar 

  26. Lu, J. Atomic Lego catalysts synthesized by atomic layer deposition. Acc. Mater. Res. 3, 358–368 (2022).

    Article  Google Scholar 

  27. Yan, H. et al. Bottom-up precise synthesis of stable platinum dimers on graphene. Nat. Commun. 8, 1070 (2017).

    Article  PubMed  PubMed Central  Google Scholar 

  28. Ye, W. et al. Precisely tuning the number of Fe atoms in clusters on N-doped carbon toward acidic oxygen reduction reaction. Chem 5, 2865–2878 (2019).

    Article  Google Scholar 

  29. Zhang, N. et al. A supported Pd2 dual-atom site catalyst for efficient electrochemical CO2 reduction. Angew. Chem. Int. Ed. 60, 13388–13393 (2021).

    Article  Google Scholar 

  30. Li, Y. et al. Dual-atom Ag2/graphene catalyst for efficient electroreduction of CO2 to CO. Appl. Catal. B 268, 118747 (2020).

    Article  Google Scholar 

  31. Tian, S. et al. Carbon nitride supported Fe2 cluster catalysts with superior performance for alkene epoxidation. Nat. Commun. 9, 2353 (2018).

    Article  PubMed  PubMed Central  Google Scholar 

  32. Wang, J. et al. Design of N-coordinated dual-metal sites: a stable and active Pt-free catalyst for acidic oxygen reduction reaction. J. Am. Chem. Soc. 139, 17281–17284 (2017).

    Article  PubMed  Google Scholar 

  33. Wang, J. et al. Synergistic effect of well-defined dual sites boosting the oxygen reduction reaction. Energy Environ. Sci. 11, 3375–3379 (2018).

    Article  Google Scholar 

  34. Ren, W. et al. Isolated diatomic Ni-Fe metal-nitrogen sites for synergistic electroreduction of CO2. Angew. Chem. Int. Ed. 58, 6972–6976 (2019).

    Article  Google Scholar 

  35. Tang, T. et al. Dual-atom Co-Fe catalysts for oxygen reduction reaction. Chin. J. Catal. 46, 48–55 (2023).

    Article  Google Scholar 

  36. Han, X. et al. Atomically dispersed binary Co-Ni sites in nitrogen-doped hollow carbon nanocubes for reversible oxygen reduction and evolution. Adv. Mater. 31, 1905622 (2019).

    Article  Google Scholar 

  37. Li, W. H. et al. Long-range interactions in diatomic catalysts boosting electrocatalysis. Angew. Chem. Int. Ed. 61, e202213318 (2022).

    Article  Google Scholar 

  38. Meng, X. et al. Distance synergy of MoS2-confined rhodium atoms for highly efficient hydrogen evolution. Angew. Chem. Int. Ed. 132, 10588–10593 (2020).

    Article  Google Scholar 

  39. Jiang, S. et al. Visualization of the distance-dependent synergistic interaction in heterogeneous dual-site catalysis. J. Am. Chem. Soc. 146, 29084–29093 (2024).

    Article  PubMed  Google Scholar 

  40. Ong, W. J. et al. Graphitic carbon nitride (g-C3N4)-based photocatalysts for artificial photosynthesis and environmental remediation: are we a step closer to achieving sustainability?. Chem. Rev. 116, 7159–7329 (2016).

    Article  PubMed  Google Scholar 

  41. Tian, X. et al. Surface P atom grafting of g-C3N4 for improved local spatial charge separation and enhanced photocatalytic H2 production. J. Mater. Chem. A 7, 7628–7635 (2019).

    Article  Google Scholar 

  42. Yang, X. et al. Facile fabrication of acidified g-C3N4/g-C3N4 hybrids with enhanced photocatalysis performance under visible light irradiation. Appl. Catal. B 193, 22–35 (2016).

    Article  Google Scholar 

  43. Wang, T. et al. Nature of metal-support interaction for metal catalysts on oxide supports. Science 386, 915–920 (2024).

    Article  PubMed  Google Scholar 

  44. Jiao, L. et al. Non-bonding interaction of neighboring Fe and Ni single-atom pairs on MOF-derived N-doped carbon for enhanced CO2 electroreduction. J. Am. Chem. Soc. 143, 19417–19424 (2021).

    Article  PubMed  Google Scholar 

  45. Wang, B. et al. A general metal ion recognition strategy to mediate dual-atomic-site catalysts. J. Am. Chem. Soc. 146, 24945–24955 (2024).

    Article  PubMed  Google Scholar 

  46. Pan, X. & Bao, X. The effects of confinement inside carbon nanotubes on catalysis. Acc. Chem. Res. 44, 553–562 (2011).

    Article  PubMed  Google Scholar 

  47. Xiao, J. et al. Toward fundamentals of confined catalysis in carbon nanotubes. J. Am. Chem. Soc. 137, 477–482 (2015).

    Article  PubMed  Google Scholar 

  48. Su, J. et al. Strain enhances the activity of molecular electrocatalysts via carbon nanotube supports. Nat. Catal. 6, 818–828 (2023).

    Article  Google Scholar 

  49. Pan, X. et al. Enhanced ethanol production inside carbon-nanotube reactors containing catalytic particles. Nat. Mater. 6, 507–511 (2007).

    Article  PubMed  Google Scholar 

  50. Liu, S. et al. Identify the activity origin of Pt single-atom catalyst via atom-by-atom counting. J. Am. Chem. Soc. 143, 15243–15249 (2021).

    Article  PubMed  Google Scholar 

  51. Ma, Y. F. et al. Tailoring of the proximity of platinum single atoms on CeO2 using phosphorus boosts the hydrogenation activity. ACS Catal. 9, 8404–8412 (2019).

    Article  Google Scholar 

  52. Cao, S. et al. High-loading single Pt atom sites Pt-O(OH)x catalyze the CO PROX reaction with high activity and selectivity at mild conditions. Sci. Adv. 6, eaba3809 (2020).

    Article  PubMed  PubMed Central  Google Scholar 

  53. Ding, K. et al. Identification of active sites in CO oxidation and water-gas shift over supported Pt catalysts. Science 350, 189–192 (2015).

    Article  PubMed  Google Scholar 

  54. Nie, L. et al. Activation of surface lattice oxygen in single-atom Pt/CeO2 for low-temperature CO oxidation. Science 358, 1419–1423 (2017).

    Article  PubMed  Google Scholar 

  55. Gao, R. et al. Pt/Fe2O3 with Pt-Fe pair sites as a catalyst for oxygen reduction with ultralow Pt loading. Nat. Energy 6, 614–623 (2021).

    Article  Google Scholar 

  56. Zhang, B. et al. Stabilizing a platinum1 single-atom catalyst on supported phosphomolybdic acid without compromising hydrogenation activity. Angew. Chem. Int. Ed. 55, 8319–8323 (2016).

    Article  Google Scholar 

  57. Macino, M. et al. Tuning of catalytic sites in Pt/TiO2 catalysts for the chemoselective hydrogenation of 3-nitrostyrene. Nat. Catal. 2, 873–881 (2019).

    Article  Google Scholar 

  58. Sun, M. et al. Self-validated machine learning study of graphdiyne-based dual atomic catalyst. Adv. Energy Mater. 11, 2003796 (2021).

    Article  Google Scholar 

  59. Chen, B. et al. Machine learning accelerated prediction of self-trapped excitons in double halide perovskites. Adv. Energy Sustain. Res. 4, 2370024 (2023).

    Article  Google Scholar 

  60. Zecevic, J. et al. Nanoscale intimacy in bifunctional catalysts for selective conversion of hydrocarbons. Nature 528, 245–248 (2015).

    Article  PubMed  PubMed Central  Google Scholar 

Download references

Acknowledgements

This research was financially supported by the National Key Research and Development Program of China (2022YFA1205200 to L.W.), the National Natural Science Foundation of China (52033003 to L.W., 22279139 to J.L., 62227815 to J.L., 22202027 to S.L. and 22572012 to S.L.), Program of Higher-Level Talents of IMU (10000-23112101/173 to J.L.), Project of Grassland Talent of Inner Mongolia Autonomous Region (12000-12102805 to J.L.) and the Natural Science Foundation of Inner Mongolia Autonomous Region of China (20241Q06 to J.L.). We thank C. Li, R. Che, J. Liang, P.-C. Chen, H. Tan, Y. Gu, W. Tu, J. Du and Y. Hao for helpful discussion.

Author information

Authors and Affiliations

Contributions

This study was conceived by J.L. and L.W. Y.M. carried out the synthesis, characterization and catalytic measurements. S.L. and W. Liu contributed to the electron-microscopy-based atom recognition statistics methodology. W.Z., R.Z., K.S. and R.G. performed the DFT calculations and analysis. W. Li carried out the catalytic performance. J.M. and Z.J. performed the XAS measurement and analysed the data. Y.M., Y.Z., S.L., J.S. and W. Liu performed the AC-HAADF-STEM characterization. M.S. and B.H. performed the DFT and ML. Y.M., G.Q.M.L., J.L. and L.W. wrote the paper. All authors were involved in discussions on the paper.

Corresponding authors

Correspondence to Bolong Huang, Jian Liu or Limin Wu.

Ethics declarations

Competing interests

The authors declare no competing interests.

Peer review

Peer review information

Nature Materials thanks Huiyuan Zhu and the other, anonymous, reviewer(s) for their contribution to the peer review of this work.

Additional information

Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary information

Supplementary Information

Supplementary Figs. 1–46, Tables 1–6 and discussion.

Source data

Source Data Fig. 1

Source data for Fig. 1e,g,i–k.

Source Data Fig. 2

Source data for Fig. 2b–e,k–m.

Source Data Fig. 3

Source data for Fig. 3d–f.

Source Data Fig. 4

Source data for Fig. 4a–f.

Source Data Fig. 5

Source data for Fig. 5b–g.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Ma, Y., Liu, S., Mao, J. et al. Ligand-restricted synthesis of highly paired dual-atom catalysts. Nat. Mater. 25, 80–90 (2026). https://doi.org/10.1038/s41563-025-02385-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Version of record:

  • Issue date:

  • DOI: https://doi.org/10.1038/s41563-025-02385-6

Search

Quick links

Nature Briefing

Sign up for the Nature Briefing newsletter — what matters in science, free to your inbox daily.

Get the most important science stories of the day, free in your inbox. Sign up for Nature Briefing