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:

Atomically resolved edges and defects in lead halide perovskites

Abstract

Although edges and defects constitute only a small fraction of crystalline materials, they exert an outsized impact on a material′s properties. Organic–inorganic halide perovskites are promising next-generation semiconductor materials with superior cost effectiveness and interesting optoelectronic properties1,2,3. However, clear images of their edges have remained challenging to obtain owing to their extreme sensitivity4,5. Using truly high-speed ultralow-dose four-dimensional scanning transmission electron microscopy with dose fractionation, we perform ptychography at, to our knowledge, the lowest-dose atomic resolution to date, revealing not only the detailed atomic structure of the edges of a halide perovskite but also their structural dynamics. A majority methylammonium (MA) and iodine (I) edge termination is observed in methylammonium lead iodide (MAPbI3), and the damage rate of its edges and internal defects is found to depend on the concentration and type of vacancies present, with a preponderance of I vacancies in particular correlating with higher rates of damage.

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: Ultralow-dose 4D-STEM imaging of MAPbI3.
Fig. 2: Atomic-resolution imaging of MAPbI3.
Fig. 3: Edge structure and evolution in MAPbI3.
Fig. 4: Defects in the internal regions of the material.

Similar content being viewed by others

Data availability

The data used to produce the plots within this paper are available at Zenodo41 (https://doi.org/10.5281/zenodo.11482207) or from the corresponding authors.

References

  1. Ahmadi, M., Wu, T. & Hu, B. A review on organic–inorganic halide perovskite photodetectors: device engineering and fundamental physics. Adv. Mater. 29, 1605242 (2017).

    Article  ADS  Google Scholar 

  2. Chen, J. et al. Highly efficient and stable perovskite solar cells enabled by low-dimensional perovskitoids. Sci. Adv. 8, eabk2722 (2022).

    Article  CAS  PubMed  PubMed Central  ADS  Google Scholar 

  3. Shi, E. et al. Two-dimensional halide perovskite nanomaterials and heterostructures. Chem. Soc. Rev. 47, 6046–6072 (2018).

    Article  CAS  PubMed  Google Scholar 

  4. Song, K. et al. Atomic-resolution imaging of halide perovskites using electron microscopy. Adv. Energy Mater. 10, 1904006 (2020).

    Article  CAS  ADS  Google Scholar 

  5. Zhang, D. et al. Atomic-resolution transmission electron microscopy of electron beam–sensitive crystalline materials. Science 359, 675–679 (2018).

    Article  CAS  PubMed  ADS  Google Scholar 

  6. Dong, Y. et al. The role of surface termination in halide perovskites for efficient photocatalytic synthesis. Angew. Chem. 132, 13031–13037 (2020).

    Article  ADS  Google Scholar 

  7. Mariotti, S. et al. Interface engineering for high-performance, triple-halide perovskite–silicon tandem solar cells. Science 381, 63–69 (2023).

    Article  CAS  PubMed  ADS  Google Scholar 

  8. Al-Ashouri, A. et al. Monolithic perovskite/silicon tandem solar cell with > 29% efficiency by enhanced hole extraction. Science 370, 1300–1309 (2020).

    Article  CAS  PubMed  ADS  Google Scholar 

  9. Jiang, Q. et al. Surface passivation of perovskite film for efficient solar cells. Nat. Photon. 13, 460–466 (2019).

    Article  CAS  ADS  Google Scholar 

  10. Zhang, S. et al. Minimizing buried interfacial defects for efficient inverted perovskite solar cells. Science 380, 404–409 (2023).

    Article  CAS  PubMed  ADS  Google Scholar 

  11. Dou, L. et al. Atomically thin two-dimensional organic-inorganic hybrid perovskites. Science 349, 1518–1521 (2015).

    Article  CAS  PubMed  ADS  Google Scholar 

  12. Lee, J.-W., Tan, S., Seok, S. I., Yang, Y. & Park, N.-G. Rethinking the a cation in halide perovskites. Science 375, eabj1186 (2022).

    Article  CAS  PubMed  Google Scholar 

  13. Zhao, Y. et al. Suppressing ion migration in metal halide perovskite via interstitial doping with a trace amount of multivalent cations. Nat. Mater. 21, 1396–1402 (2022).

    Article  CAS  PubMed  ADS  Google Scholar 

  14. Li, C. et al. Rational design of Lewis base molecules for stable and efficient inverted perovskite solar cells. Science 379, 690–694 (2023).

    Article  CAS  PubMed  ADS  Google Scholar 

  15. Wang, R. et al. Constructive molecular configurations for surface-defect passivation of perovskite photovoltaics. Science 366, 1509–1513 (2019).

    Article  CAS  PubMed  ADS  Google Scholar 

  16. Yang, S. et al. Stabilizing halide perovskite surfaces for solar cell operation with wide-bandgap lead oxysalts. Science 365, 473–478 (2019).

    Article  CAS  PubMed  ADS  Google Scholar 

  17. Ball, J. M. & Petrozza, A. Defects in perovskite-halides and their effects in solar cells. Nat. Energy 1, 16149 (2016).

    Article  CAS  ADS  Google Scholar 

  18. Rothmann, M. U. et al. Atomic-scale microstructure of metal halide perovskite. Science 370, eabb5940 (2020).

    Article  CAS  PubMed  Google Scholar 

  19. Zhang, S. et al. Deterministic synthesis of a two-dimensional MAPbI3 nanosheet and twisted structure with moiré superlattice. J. Am. Chem. Soc. 146, 27861–27870 (2024).

    Article  CAS  PubMed  ADS  Google Scholar 

  20. Yang, H. et al. Simultaneous atomic-resolution electron ptychography and z-contrast imaging of light and heavy elements in complex nanostructures. Nat. Commun. 7, 12532 (2016).

    Article  CAS  PubMed  PubMed Central  ADS  Google Scholar 

  21. Pennycook, T. J., Martinez, G. T., Nellist, P. D. & Meyer, J. C. High dose efficiency atomic resolution imaging via electron ptychography. Ultramicroscopy 196, 131–135 (2019).

    Article  CAS  PubMed  Google Scholar 

  22. Li, G., Zhang, H. & Han, Y. 4D-STEM ptychography for electron-beam-sensitive materials. ACS Cent. Sci. 8, 1579–1588 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  23. Wang, Z. et al. Ptychographic observation of lithium atoms in the irradiation-sensitive garnet-type solid electrolyte at sub-angstrom resolution. J. Am. Chem. Soc. 147, 18025–18032 (2025).

    Article  CAS  PubMed  ADS  Google Scholar 

  24. Zhang, H. et al. Three-dimensional inhomogeneity of zeolite structure and composition revealed by electron ptychography. Science 380, 633–638 (2023).

    Article  CAS  PubMed  ADS  Google Scholar 

  25. Chen, Z. et al. Mixed-state electron ptychography enables sub-angstrom resolution imaging with picometer precision at low dose. Nat. Commun. 11, 2994 (2020).

    Article  CAS  PubMed  PubMed Central  ADS  Google Scholar 

  26. Sha, H. et al. Ptychographic measurements of varying size and shape along zeolite channels. Sci. Adv. 9, eadf1151 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  27. Song, J. et al. Atomic resolution defocused electron ptychography at low dose with a fast, direct electron detector. Sci. Rep. 9, 3919 (2019).

    Article  PubMed  PubMed Central  ADS  Google Scholar 

  28. Jannis, D., Velazco, A., Béché, A. & Verbeeck, J. Reducing electron beam damage through alternative STEM scanning strategies, part II: attempt towards an empirical model describing the damage process. Ultramicroscopy 240, 113568 (2022).

    Article  CAS  PubMed  Google Scholar 

  29. Jannis, D. et al. Event driven 4D STEM acquisition with a Timepix3 detector: microsecond dwell time and faster scans for high precision and low dose applications. Ultramicroscopy 233, 113423 (2022).

    Article  CAS  PubMed  Google Scholar 

  30. Maiden, A. M. & Rodenburg, J. M. An improved ptychographical phase retrieval algorithm for diffractive imaging. Ultramicroscopy 109, 1256–1262 (2009).

    Article  CAS  PubMed  Google Scholar 

  31. Pennycook, T. J. et al. Efficient phase contrast imaging in STEM using a pixelated detector. part 1: experimental demonstration at atomic resolution. Ultramicroscopy 151, 160–167 (2015).

    Article  CAS  PubMed  Google Scholar 

  32. Maiden, A. M., Mei, W. & Li, P. WASP: weighted average of sequential projections for ptychographic phase retrieval. Opt. Express 32, 21327–21344 (2024).

    Article  PubMed  ADS  Google Scholar 

  33. Gao, C. et al. Overcoming contrast reversals in focused probe ptychography of thick materials: an optimal pipeline for efficiently determining local atomic structure in materials science. Appl. Phys. Lett. 121, 081906 (2022).

  34. Clark, L. et al. The effect of dynamical scattering on single-plane phase retrieval in electron ptychography. Microsc. Microanal. 29, 384–394 (2023).

    Article  ADS  Google Scholar 

  35. Hofer, C., Gao, C., Chennit, T., Yuan, B. & Pennycook, T. J. Phase offset method of ptychographic contrast reversal correction. Ultramicroscopy 258, 113922 (2024).

    Article  CAS  PubMed  Google Scholar 

  36. Zhang, S. et al. Moiré superlattices in twisted two-dimensional halide perovskites. Nat. Mater. 23, 1222–1229 (2024).

    Article  CAS  PubMed  ADS  Google Scholar 

  37. Quarti, C., De Angelis, F. & Beljonne, D. Influence of surface termination on the energy level alignment at the CH3NH3PbI3 perovskite/C60 interface. Chem. Mater. 29, 958–968 (2017).

    Article  CAS  Google Scholar 

  38. Mirzehmet, A. et al. Surface termination of solution-processed CH3NH3PbI3 perovskite film examined using electron spectroscopies. Adv. Mater. 33, 2004981 (2021).

    Article  CAS  Google Scholar 

  39. Kim, T. et al. Mapping the pathways of photo-induced ion migration in organic-inorganic hybrid halide perovskites. Nat. Commun. 14, 1846 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  40. Jeong, J. et al. Pseudo-halide anion engineering for α-FAPbI3 perovskite solar cells. Nature 592, 381–385 (2021).

    Article  CAS  PubMed  ADS  Google Scholar 

  41. Yuan, B. et al. Atomically resolved edges and defects in lead halide perovskites. Zenodo https://doi.org/10.5281/zenodo.11482207 (2025).

Download references

Acknowledgements

This work was supported by the funding from the European Research Council (ERC) under the European Union’s Horizon 2020 Research and Innovation Program via grant agreement no. 802123-HDEM (T.J.P.) and Research Foundation Flanders (FWO) Project G013122N ‘Advancing 4D-STEM for atomic scale structure property correlation in 2D materials’. Z.W. and Y.Y. acknowledge the funding from the National Natural Science Foundation of China (52222311), and the support from the centre for High-resolution Electron Microscopy at ShanghaiTech University. S.Z. and L.D. acknowledge the support from the US Department of Energy, office of Basic Energy Sciences under award number DE-SC0022082 (Materials Chemistry program). B.Y. and Y.H. acknowledge the financial support from the GJYC program of Guangzhou City for this research, and the funding from Guangdong Innovative and Entrepreneurial Research Team Program (2023ZT10C139). S.Z. acknowledges the support from Fundamental research funds for the central universities (KY2060000246) and National Natural Science Foundation of China (GG2060007011).

Author information

Authors and Affiliations

Authors

Contributions

B.Y. and T.J.P. conceived the project and designed the experiments, which B.Y. carried out and analysed. B.Y., Z.W., X.W. and Y.Y. performed iterative ptychography. S.Z. and L.D. synthesized the perovskite. C.H. and C.G. helped with the 4D-STEM data acquisition and processing. T.C. and H.S. helped with the simulations. B.Y. and T.J.P. wrote the manuscript. Y.H. assisted in editing the paper. All of the authors read and reviewed the paper.

Corresponding authors

Correspondence to Letian Dou, Yi Yu or Timothy J. Pennycook.

Ethics declarations

Competing interests

The authors declare no competing interests.

Peer review

Peer review information

Nature thanks Christopher S. Allen and Kun Li for their contribution to the peer review of this work. Peer reviewer reports are available.

Additional information

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

Supplementary information

Supplementary Information (download PDF )

Supplementary Text, Supplementary Figs. 1–55 and Supplementary Tables 1 and 2.

Transparent Peer Review file (download PDF )

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

Yuan, B., Wang, Z., Zhang, S. et al. Atomically resolved edges and defects in lead halide perovskites. Nature 647, 364–368 (2025). https://doi.org/10.1038/s41586-025-09693-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Version of record:

  • Issue date:

  • DOI: https://doi.org/10.1038/s41586-025-09693-6

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