High-throughput determination of sample visibility in liquid-phase SEM via Monte Carlo simulations

We developed a Monte Carlo simulation workflow to investigate the effects of sample thickness, membrane thickness, sample composition, and incident electron energy on the visibility of samples in liquid-phase scanning electron microscopy based on electron-transparent Si<sub>3</sub>N<sub>4</sub> membranes. By using a thin wedge as the sample geometry and non-uniform spacing of the scan points, we avoided the need to generate numerous geometries for each configuration and reduced the computation time by up to 2 orders of magnitude. Quantitative analyses of the threshold current for visible contrast and the spatial resolution revealed that secondary electrons may visualize thin samples more effectively than BSEs at incident electron energies down to 3 keV when aided by efficient in-lens detectors and Si<sub>3</sub>N<sub>4</sub> membranes with a thickness of 20 nm or lower. The simulations also supported the trends of decreasing spatial resolution with the thickness of both the membrane and the sample material.

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Journal
Micron
Published
2025-08-12
DOI
https://doi.org/10.1016/j.micron.2025.103895
Primary Topic
Electron and X-Ray Spectroscopy Techniques
Type
article
Field-Weighted Citation Impact
0.00

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article

High-throughput determination of sample visibility in liquid-phase SEM via Monte Carlo simulations

M. Gabriel, Jane Y. Howe, Keryn Lian, Stas Dogel et al.
Micron
Electron and X-Ray Spectroscopy Techniques
article

High-throughput determination of sample visibility in liquid-phase SEM via Monte Carlo simulations

M. Gabriel, Jane Y. Howe, Keryn Lian, Stas Dogel, Dian Yu
article en

Abstract

We developed a Monte Carlo simulation workflow to investigate the effects of sample thickness, membrane thickness, sample composition, and incident electron energy on the visibility of samples in liquid-phase scanning electron microscopy based on electron-transparent Si<sub>3</sub>N<sub>4</sub> membranes. By using a thin wedge as the sample geometry and non-uniform spacing of the scan points, we avoided the need to generate numerous geometries for each configuration and reduced the computation time by up to 2 orders of magnitude. Quantitative analyses of the threshold current for visible contrast and the spatial resolution revealed that secondary electrons may visualize thin samples more effectively than BSEs at incident electron energies down to 3 keV when aided by efficient in-lens detectors and Si<sub>3</sub>N<sub>4</sub> membranes with a thickness of 20 nm or lower. The simulations also supported the trends of decreasing spatial resolution with the thickness of both the membrane and the sample material.

MicronVol. 199
University of Toronto (CA), Thinkpath Engineering Services (Canada) (CA)
Canada Foundation for Innovation, Natural Sciences and Engineering Research Council of Canada
Openalex Percentile: Top 81%
Electron and X-Ray Spectroscopy Techniques
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