Extending the Computable Depth Range in Electron Ptychography using Event-Converted Data
Iterative multislice electron ptychography enables depth sectioning but its range is constrained by the real-space patch imposed by detector sampling. Reconstruction using converted 4D-STEM patterns into electron-event lists decouples the model's reciprocal-space sampling interval from detector pixels size, reducing data volume, and enabling event-based loss function evaluation. The effect of patch size to the computable depth range, and the validity of the proposed method were demonstrated by simulation. The experimental demonstration on SSZ-13 zeolite shows improved reconstruction quality with preserved depth profiles; under 4× detector binning, reconstruction quality and depth sectioning are retained by selecting a finer reciprocal-space sampling interval, thereby extending the computable depth range without sacrificing angular coverage.
Authors
- Toshiaki Tanigaki (ORCID: https://orcid.org/0000-0001-9703-9427)
- Masaki Takeguchi (ORCID: https://orcid.org/0000-0002-0282-6020)
- Katsuaki Nakazawa (ORCID: https://orcid.org/0000-0002-6056-5615)
- Kazutaka Mitsuishi (ORCID: https://orcid.org/0000-0002-9361-4057)
- Masahiko Shimizu (ORCID: https://orcid.org/0009-0009-3107-6829)
- Ayako Hashimoto (ORCID: https://orcid.org/0000-0002-1985-7667)
Institutions
- Mitsubishi Chemical (Japan) (JP)
- National Institute for Materials Science (JP)
Publication Details
- Journal
- Microscopy
- Published
- 2026-10-13
- DOI
- https://doi.org/10.1093/jmicro/dfag035
- Primary Topic
- Advanced Electron Microscopy Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00