Benchmarking analytical electron ptychography methods for the low-dose imaging of beam-sensitive materials

This publication presents an investigation of the performance of different analytical electron ptychography methods for low-dose imaging. In particular, benchmarking is performed for two model-objects, monolayer MoS 2 and apoferritin, by means of multislice simulations. Specific attention is given to cases where the individual diffraction patterns remain sparse. After a first rigorous introduction to the theoretical foundations of the methods, an implementation based on the scan-frequency partitioning of calculation steps is described, permitting a significant reduction of memory needs and high sampling flexibility. By analyzing the role of contrast transfer and illumination conditions, this work provides insights into the trade-off between resolution, signal-to-noise ratio and probe focus, as is necessary for the optimization of practical experiments. Furthermore, important differences between the different methods are demonstrated. Overall, the results obtained for the two model-objects demonstrate that analytical ptychography is an attractive option for the low-dose imaging of beam-sensitive materials.

Authors

Publication Details

Journal
The European Physical Journal Applied Physics
Published
2025-01-01
DOI
https://doi.org/10.1051/epjap/2025018
Citations
2
Primary Topic
Advanced X-ray Imaging Techniques
Type
article
Field-Weighted Citation Impact
3.77

Funders

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article

Benchmarking analytical electron ptychography methods for the low-dose imaging of beam-sensitive materials

Johan Verbeeck, Knut Müller‐Caspary, Max Leo Leidl, Hoelen L. Lalandec-Robert
2 citations
The European Physical Journal Applied Physics
Advanced X-ray Imaging Techniques
3.77
article

Benchmarking analytical electron ptychography methods for the low-dose imaging of beam-sensitive materials

Johan Verbeeck, Knut Müller‐Caspary, Max Leo Leidl, Hoelen L. Lalandec-Robert
article en
2 citations

Abstract

This publication presents an investigation of the performance of different analytical electron ptychography methods for low-dose imaging. In particular, benchmarking is performed for two model-objects, monolayer MoS 2 and apoferritin, by means of multislice simulations. Specific attention is given to cases where the individual diffraction patterns remain sparse. After a first rigorous introduction to the theoretical foundations of the methods, an implementation based on the scan-frequency partitioning of calculation steps is described, permitting a significant reduction of memory needs and high sampling flexibility. By analyzing the role of contrast transfer and illumination conditions, this work provides insights into the trade-off between resolution, signal-to-noise ratio and probe focus, as is necessary for the optimization of practical experiments. Furthermore, important differences between the different methods are demonstrated. Overall, the results obtained for the two model-objects demonstrate that analytical ptychography is an attractive option for the low-dose imaging of beam-sensitive materials.

The European Physical Journal Applied PhysicsVol. 100
HORIZON EUROPE European Research Council
Openalex Percentile: Top 8%
Advanced X-ray Imaging Techniques
3.77
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