Hongsheng Shi , Yuan Lu , Zeyu Wang , Shuchen Zhang , Yi Yu
{"title":"An improved soft-thresholding exit wave reconstruction for imaging beam-sensitive materials","authors":"Hongsheng Shi , Yuan Lu , Zeyu Wang , Shuchen Zhang , Yi Yu","doi":"10.1016/j.ultramic.2025.114154","DOIUrl":null,"url":null,"abstract":"<div><div>High-resolution transmission electron microscopy (HRTEM) is a widely-used technique for atomic-scale characterization. However, the conventional dose of HRTEM can destroy beam-sensitive materials such as organic-inorganic halide perovskites. CH<sub>3</sub>NH<sub>3</sub>PbI<sub>3</sub> (MAPbI<sub>3</sub>), a typical perovskite, will be easily damaged after irradiated with the dose of ∼10<sup>2</sup> e-/Å<sup>2</sup>. Low-dose imaging techniques can protect the specimen but it is difficult to achieve an image which is both directly interpreted and atomically clear. Exit wave reconstruction (EWR), as one of phase retrieval methods, can recover an interpretable phase image at the atomic scale but its signal-to-noise ratio (SNR) is limited by low electron doses. Here, we improve the iterative wave function reconstruction (IWFR) method and present a soft-thresholding L<sub>1</sub>-IWFR. Results from both simulated and experimental focal-series dataset at the extremely low dose show that L<sub>1</sub>-IWFR improves the SNR effectively and has better performance on low-dose datasets than IWFR. Combined with low-dose imaging techniques and various alignment strategies, an atomically clear image of CH<sub>3</sub>NH<sub>3</sub>PbI<sub>3</sub> (MAPbI<sub>3</sub>) is successfully achieved at the total dose of ∼45 e<sup>-</sup>/Å<sup>2</sup>.</div></div>","PeriodicalId":23439,"journal":{"name":"Ultramicroscopy","volume":"274 ","pages":"Article 114154"},"PeriodicalIF":2.1000,"publicationDate":"2025-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Ultramicroscopy","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0304399125000531","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MICROSCOPY","Score":null,"Total":0}
引用次数: 0
Abstract
High-resolution transmission electron microscopy (HRTEM) is a widely-used technique for atomic-scale characterization. However, the conventional dose of HRTEM can destroy beam-sensitive materials such as organic-inorganic halide perovskites. CH3NH3PbI3 (MAPbI3), a typical perovskite, will be easily damaged after irradiated with the dose of ∼102 e-/Å2. Low-dose imaging techniques can protect the specimen but it is difficult to achieve an image which is both directly interpreted and atomically clear. Exit wave reconstruction (EWR), as one of phase retrieval methods, can recover an interpretable phase image at the atomic scale but its signal-to-noise ratio (SNR) is limited by low electron doses. Here, we improve the iterative wave function reconstruction (IWFR) method and present a soft-thresholding L1-IWFR. Results from both simulated and experimental focal-series dataset at the extremely low dose show that L1-IWFR improves the SNR effectively and has better performance on low-dose datasets than IWFR. Combined with low-dose imaging techniques and various alignment strategies, an atomically clear image of CH3NH3PbI3 (MAPbI3) is successfully achieved at the total dose of ∼45 e-/Å2.
期刊介绍:
Ultramicroscopy is an established journal that provides a forum for the publication of original research papers, invited reviews and rapid communications. The scope of Ultramicroscopy is to describe advances in instrumentation, methods and theory related to all modes of microscopical imaging, diffraction and spectroscopy in the life and physical sciences.