Determining the Projected Crystal Structure from Four-dimensional Scanning Transmission Electron Microscopy via the Scattering Matrix Article Swipe
Alireza Sadri
,
Scott D. Findlay
·
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.1093/micmic/ozad018
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.1093/micmic/ozad018
We present a gradient-descent-based approach to determining the projected electrostatic potential from four-dimensional scanning transmission electron microscopy measurements of a periodic, crystalline material even when dynamical scattering occurs. The method solves for the scattering matrix as an intermediate step, but overcomes the so-called truncation problem that limited previous scattering-matrix-based projected structure determination methods. Gradient descent is made efficient by using analytic expressions for the gradients. Through simulated case studies, we show that iteratively improving the scattering matrix determination can significantly improve the accuracy of the projected structure determination.
Related Topics
Concepts
Scattering
Matrix (chemical analysis)
Truncation (statistics)
Transmission electron microscopy
Gradient descent
Electron scattering
Scanning transmission electron microscopy
Physics
Computational physics
Materials science
Optics
Molecular physics
Mathematics
Computer science
Artificial intelligence
Composite material
Artificial neural network
Statistics
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1093/micmic/ozad018
- https://academic.oup.com/mam/article-pdf/29/3/967/50553809/ozad018.pdf
- OA Status
- hybrid
- Cited By
- 5
- References
- 76
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4376891756
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4376891756Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.1093/micmic/ozad018Digital Object Identifier
- Title
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Determining the Projected Crystal Structure from Four-dimensional Scanning Transmission Electron Microscopy via the Scattering MatrixWork title
- Type
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articleOpenAlex work type
- Language
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enPrimary language
- Publication year
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2023Year of publication
- Publication date
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2023-05-16Full publication date if available
- Authors
-
Alireza Sadri, Scott D. FindlayList of authors in order
- Landing page
-
https://doi.org/10.1093/micmic/ozad018Publisher landing page
- PDF URL
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https://academic.oup.com/mam/article-pdf/29/3/967/50553809/ozad018.pdfDirect link to full text PDF
- Open access
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YesWhether a free full text is available
- OA status
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hybridOpen access status per OpenAlex
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https://academic.oup.com/mam/article-pdf/29/3/967/50553809/ozad018.pdfDirect OA link when available
- Concepts
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Scattering, Matrix (chemical analysis), Truncation (statistics), Transmission electron microscopy, Gradient descent, Electron scattering, Scanning transmission electron microscopy, Physics, Computational physics, Materials science, Optics, Molecular physics, Mathematics, Computer science, Artificial intelligence, Composite material, Artificial neural network, StatisticsTop concepts (fields/topics) attached by OpenAlex
- Cited by
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5Total citation count in OpenAlex
- Citations by year (recent)
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2025: 2, 2024: 3Per-year citation counts (last 5 years)
- References (count)
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76Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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| referenced_works_count | 76 |
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| cited_by_percentile_year.min | 95 |
| corresponding_author_ids | https://openalex.org/A5021926088 |
| countries_distinct_count | 1 |
| institutions_distinct_count | 2 |
| corresponding_institution_ids | https://openalex.org/I56590836 |
| citation_normalized_percentile.value | 0.85916031 |
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| citation_normalized_percentile.is_in_top_10_percent | True |