Abstract
The transformation of noble metal nanoparticles into atomically dispersed catalysts has been a long-standing goal to enhance metal utilization and regenerate the activity of agglomerated catalysts. Traditional methods, however, often require high temperatures, specific atmospheres, or complex chemical processes. We present a novel photoinduced strategy for atomic dispersion of noble metal nanoparticles under ambient conditions. Experimental and density functional theory calculations reveal that chlorine radicals (•Cl), together with •O2-, promote Pd-Pd bond cleavage. The intermediate [PdCl4]2- species formed adsorbs onto TiO2 via electrostatic interactions and, upon dechlorination, stabilizes into a single-atom Pd1-N2O1 structure. This method is applicable to various noble metals (Pd, Pt, Rh) and different oxide supports (TiO2 and WO3), and significantly enhances the catalytic activity of both commercial Pd/C and industrial waste Pd/C catalysts by 17.8-fold and 26-fold, respectively, in the hydrogenation of styrene. This approach offers a simple, green, and sustainable solution for advancing catalytic technologies.
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References
Zhu, C., Du, D., Eychmueller, A. & Lin, Y. Engineering ordered and nonordered porous noble metal nanostructures: Synthesis, assembly, and their applications in electrochemistry. Chem. Rev. 115, 8896–8943 (2015).
Liu, X. et al. Noble metal-metal oxide nanohybrids with tailored nanostructures for efficient solar energy conversion, photocatalysis and environmental remediation. Energy Environ. Sci. 10, 402–434 (2017).
Fuerstner, A. Gold and platinum catalysis-a convenient tool for generating molecular complexity. Chem. Soc. Rev. 38, 3208–3221 (2009).
Zhang, S. et al. Catalysis on singly dispersed bimetallic sites. Nat. Commun. 6, 7938 (2015).
Xu, Z. et al. Size-dependent catalytic activity of supported metal clusters. Nature 372, 346–348 (1994).
Sehested, J., Gelten, J. A. P., Remediakis, I. N., Bengaard, H. & Nørskov, J. K. Sintering of nickel steam-reforming catalysts: Effects of temperature and steam and hydrogen pressures. J. Catal. 223, 432–443 (2004).
Corma, A. et al. Exceptional oxidation activity with size-controlled supported gold clusters of low atomicity. Nat. Chem. 5, 775–781 (2013).
Wang, X., Zhuang, J., Peng, Q. & Li, Y. A general strategy for nanocrystal synthesis. Nature 437, 121–124 (2005).
Qiao, B. et al. Single-atom catalysis of CO oxidation using Pt1/FeOx. Nat. Chem. 3, 634–641 (2011).
Wu, Y., Wang, D. & Li, Y. Understanding of the major reactions in solution synthesis of functional nanomaterials. Sci. China Mater. 59, 938–996 (2016).
Thomas, J. M. Tens of thousands of atoms replaced by one. Nature 525, 325–326 (2015).
Yin, P. et al. Single cobalt atoms with precise N-coordination as superior oxygen reduction reaction. Catalysts. Angew. Chem. Int. Ed. 55, 10800–10805 (2016).
Guo, X. et al. Direct, nonoxidative conversion of methane to ethylene, aromatics, and hydrogen. Science 344, 616–619 (2014).
Yang, X.-F. et al. Single-atom catalysts: A new frontier in heterogeneous catalysis. Acc. Chem. Res. 46, 1740–1748 (2013).
Campbell, C. T., Parker, S. C. & Starr, D. E. The effect of size-dependent nanoparticle energetics on catalyst sintering. Science 298, 811–814 (2002).
Asoro, M. A., Kovar, D., Shao-Horn, Y., Allard, L. F. & Ferreira, P. J. Coalescence and sintering of Pt nanoparticles:in situobservation by aberration-corrected HAADF STEM. Nanotechnology 21, 025701 (2010).
Simonsen, S. B. et al. Direct observations of oxygen-induced platinum nanoparticle ripening studied by in situ TEM. J. Am. Chem. Soc. 132, 7968–7975 (2010).
Hansen, T. W., DeLaRiva, A. T., Challa, S. R. & Datye, A. K. Sintering of catalytic nanoparticles: Particle migration or ostwald ripening? Acc. Chem. Res. 46, 1720–1730 (2013).
Risse, T., Shaikhutdinov, S., Nilius, N., Sterrer, M. & Freund, H.-J. Gold supported on thin oxide films: From single atoms to nanoparticles. Acc. Chem. Res. 41, 949–956 (2008).
Datye, A. K., Xu, Q., Kharas, K. C. & McCarty, J. M. Particle size distributions in heterogeneous catalysts: What do they tell us about the sintering mechanism? Catal. Today 111, 59–67 (2006).
Jones, J. et al. Thermally stable single-atom platinum-on-ceria catalysts via atom trapping. Science 353, 150–154 (2016).
Wei, S. et al. Direct observation of noble metal nanoparticles transforming to thermally stable single atoms. Nat. Nanotechnol. 13, 856–861 (2018).
Feng, S. et al. In situ formation of mononuclear complexes by reaction-induced atomic dispersion of supported noble metal nanoparticles. Nat. Commun. 10, 5281 (2019).
Wang, S. et al. Ligand assisted thermal atomization of palladium clusters: An inspiring approach for the rational design of atomically dispersed metal catalysts. Angew. Chem. Int. Ed. 62, e202218630 (2023).
Luo, S. et al. Light-induced dynamic restructuring of Cu active sites on TiO2 for low-temperature H2 production from methanol and water. J. Am. Chem. Soc. 145, 20530–20538 (2023).
Kaichev, V. V. et al. High-pressure studies of CO adsorption on Pd(111) by X-ray photoelectron spectroscopy and sum-frequency generation. J. Phys. Chem. B 107, 3522–3527 (2003).
Wang, H. et al. Quasi Pd1Ni single-atom surface alloy catalyst enables hydrogenation of nitriles to secondary amines. Nat. Commun. 10, 4998 (2019).
Giannakakis, G. et al. Single-atom alloy formation via reaction-driven catalyst restructuring. J. Am. Chem. Soc. 146, 20989–20995 (2024).
Zhang, W. et al. High-performance photocatalytic nonoxidative conversion of methane to ethane and hydrogen by heteroatoms-engineered TiO2. Nat. Commun. 13, 2806 (2022).
Ding, S. et al. Electrostatic stabilization of single-atom catalysts by ionic liquids. Chem 5, 3207–3219 (2019).
Ge, X. et al. Palladium single atoms on TiO2 as a photocatalytic sensing platform for analyzing the organophosphorus pesticide chlorpyrifos. Angew. Chem. 132, 238–242 (2019).
Li, X. et al. Cooperative catalysis by a single-atom enzyme-metal complex. Nat. Commun. 13, 2189 (2022).
Lu, Y. et al. Enhancing activity and stability of Pd-on-TiO2 single-atom catalyst for low-temperature CO oxidation through in situ local environment tailoring. J. Am. Chem. Soc. 146, 28141–28152 (2024).
Dahl, M., Liu, Y. & Yin, Y. Composite titanium dioxide nanomaterials. Chem. Rev. 114, 9853–9889 (2014).
Shang, H. et al. Scalable and selective gold recovery from end-of-life electronics. Nat. Chem. Eng. 1, 170–179 (2024).
Chen, Y. et al. Selective recovery of precious metals through photocatalysis. Nat. Sustain. 4, 618–626 (2021).
Zhang, Y. et al. Efficient ammonia removal and toxic chlorate control by using BiVO4/WO3 heterojunction photoanode in a self-driven PEC-chlorine system. J. Hazard. Mater. 402, 123725 (2021).
Ding, A. et al. Recovering palladium and gold by peroxydisulfate-based advanced oxidation process. Sci. Adv. 10, eadm9311 (2024).
Liu, P. et al. Photochemical route for synthesizing atomically dispersed palladium catalysts. Science 352, 797–800 (2016).
Chen, X. et al. Photocatalytic free radical-controlled synthesis of high-performance single-atom. Catalysts. Angew. Chem. Int. Ed. 62, e202312734 (2023).
Ye, X. et al. Insight of the stability and activity of platinum single atoms on ceria. Nano Res. 12, 1401–1409 (2019).
Matsubu, J. C., Yang, V. N. & Christopher, P. Isolated metal active site concentration and stability control catalytic CO2 reduction selectivity. J. Am. Chem. Soc. 137, 3076–3084 (2015).
Liu, B. et al. Molecular understanding of heterogeneous hydroformylation on Rh1/CeO2: Morphology effects. ACS Catal. 14, 15956–15964 (2024).
Kresse, G. & Furthmüller, J. Efficient iterative schemes for ab initio total-energy calculations using a plane-wave basis set. Phys. Rev. B. 54, 11169–11186 (1996).
Perdew, J. P., Burke, K. & Ernzerhof, M. Generalized gradient approximation made simple. Phys. Rev. Lett. 77, 3865–3868 (1996).
Kresse, G. & Joubert, D. From ultrasoft pseudopotentials to the projector augmented-wave method. Phys. Rev. B. 59, 1758–1775 (1999).
Mathew, K. et al. Implicit solvation model for density-functional study of nanocrystal surfaces and reaction pathways. J. Chem. Phys. 140, 084106 (2014).
Luo, Z., Wang, Z., Li, J., Yang, K. & Zhou, G. N-Promoted Ru1/TiO2 single-atom catalysts for photocatalytic water splitting for hydrogen production: A density functional theory study. Phys. Chem. Chem. Phys. 22, 11392–11399 (2020).
Bengtsson, L. Dipole correction for surface supercell calculations. Phys. Rev. B. 59, 12301–12304 (1999).
Wang, V. et al. VASPKIT:A user-friendly interface facilitating high-throughput computing and analysis using VASP code. Comput. Phys. Commun. 267, 108033 (2021).
Grimme, S. et al. A consistent and accurate ab initio parametrization of density functional dispersion correction (DFT-D) for the 94 elements H-Pu. J. Chem. Phys. 132, 154104 (2010).
Acknowledgements
This work was supported by the National Natural Science Foundation of China (22525606, 22176128, 22236005), the Innovation Program of Shanghai Municipal Education Commission (2023ZKZD50), Shanghai Leading Talent Program of Eastern Talent Plan (LJ2023002), Chinese Education Ministry Key Laboratory and International Joint Laboratory on Resource Chemistry, and Shanghai Eastern Scholar Program. “111 Innovation and Talent Recruitment Base on Photochemical and Energy Materials” (No. D18020), Yunnan University Collaborative Innovation Center (Qujing Green Photovoltaic Industry Collaborative Innovation Center), Technology Talent and Platform Plan Project of Yunnan Provincial Department of Science and Technology (202305AF150088), Shanghai Engineering Research Center of Green Energy Chemical Engineering (18DZ2254200). Shanghai Frontiers Science Center of Biomimetic Catalysis.
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X.C. and Z.B. proposed the study. X.C. conceived the research, designed the experiments, characterized the samples, and drafted the manuscript. X.C. and K.Z. performed the DFT simulations. Z.B. and X.Q. conceived the research and designed the experiments. Q.Z. and X.Q. were responsible for the STEM characterization. J.Z. and K.Z. conceived the research and performed catalytic evaluation. All the authors discussed the results and participated in writing the manuscript.
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Nature Communications thanks Xiaoqiang An, Andrew Logsdail, who co-reviewed with Igor Kowalec, and the other, anonymous, reviewer(s) for their contribution to the peer review of this work. A peer review file is available.
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Chen, X., Zhao, Q., Zhang, J. et al. Photoinduced radical-mediated atomic dispersion of noble metal nanoparticles. Nat Commun (2026). https://doi.org/10.1038/s41467-026-70742-3
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DOI: https://doi.org/10.1038/s41467-026-70742-3


