Dian Yu , Mia L. San Gabriel , Stas Dogel , Keryn Lian , Jane Y. Howe
{"title":"通过蒙特卡罗模拟的液相扫描电镜样品可见性的高通量测定","authors":"Dian Yu , Mia L. San Gabriel , Stas Dogel , Keryn Lian , Jane Y. Howe","doi":"10.1016/j.micron.2025.103895","DOIUrl":null,"url":null,"abstract":"<div><div>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.</div></div>","PeriodicalId":18501,"journal":{"name":"Micron","volume":"199 ","pages":"Article 103895"},"PeriodicalIF":2.2000,"publicationDate":"2025-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"High-throughput determination of sample visibility in liquid-phase SEM via Monte Carlo simulations\",\"authors\":\"Dian Yu , Mia L. San Gabriel , Stas Dogel , Keryn Lian , Jane Y. Howe\",\"doi\":\"10.1016/j.micron.2025.103895\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>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.</div></div>\",\"PeriodicalId\":18501,\"journal\":{\"name\":\"Micron\",\"volume\":\"199 \",\"pages\":\"Article 103895\"},\"PeriodicalIF\":2.2000,\"publicationDate\":\"2025-08-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Micron\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0968432825001131\",\"RegionNum\":3,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MICROSCOPY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Micron","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0968432825001131","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MICROSCOPY","Score":null,"Total":0}
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 Si3N4 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 Si3N4 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.
期刊介绍:
Micron is an interdisciplinary forum for all work that involves new applications of microscopy or where advanced microscopy plays a central role. The journal will publish on the design, methods, application, practice or theory of microscopy and microanalysis, including reports on optical, electron-beam, X-ray microtomography, and scanning-probe systems. It also aims at the regular publication of review papers, short communications, as well as thematic issues on contemporary developments in microscopy and microanalysis. The journal embraces original research in which microscopy has contributed significantly to knowledge in biology, life science, nanoscience and nanotechnology, materials science and engineering.