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ETDMS: Efficient two-stage diffusion model for accelerated SEM image super-resolution ETDMS:加速扫描电镜图像超分辨率的高效两级扩散模型
IF 2 3区 工程技术 Q2 MICROSCOPY Pub Date : 2025-09-13 DOI: 10.1016/j.ultramic.2025.114226
Xuecheng Zhang , Zixin Li , Bin Zhang , Wenchao Meng , Yuefei Zhang , Chaojie Gu , Xianjue Ye , Ze Zhang
The scanning electron microscope (SEM) is a crucial tool for characterizing material microstructures, and it is renowned for its high resolution and depth of field. However, SEM image quality is affected by the scanning speed and resolution settings. When using SEM to capture fast-changing dynamic processes and other specific tasks, maintaining high image quality while using fast scanning mode is often tricky. To address these challenges, this paper introduces introduce an efficient two-stage diffusion model for accelerated SEM image super-resolution named ETDMS. The image denoising and super-resolution were divided into independent tasks based on SEM imaging principles and completed in two separate stages. Specifically, in Stage 2, a conditional lightweight encoder–decoder architecture SR network is proposed to replace the large U-Net in the traditional diffusion model and combine it with accelerated sampling technology to improve image generation efficiency. Experimental results prove that compared with previous super-resolution methods, the images generated by ETDMS significantly improve evaluation parameters, subjective visual quality, and detail generation.
扫描电子显微镜(SEM)是表征材料微观结构的重要工具,以其高分辨率和景深而闻名。然而,扫描电镜图像质量受扫描速度和分辨率设置的影响。当使用SEM捕捉快速变化的动态过程和其他特定任务时,在使用快速扫描模式的同时保持高图像质量通常是棘手的。为了解决这些问题,本文引入了一种有效的加速扫描电镜图像超分辨率的两阶段扩散模型——ETDMS。基于扫描电镜成像原理,将图像去噪和超分辨率划分为独立任务,分两个阶段完成。具体而言,在第二阶段,提出了一种条件轻量级编码器-解码器架构SR网络,以取代传统扩散模型中的大型U-Net,并将其与加速采样技术相结合,提高图像生成效率。实验结果证明,与以往的超分辨率方法相比,ETDMS生成的图像在评价参数、主观视觉质量和细节生成方面都有显著提高。
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引用次数: 0
Electron spin resonance spectroscopy in a transmission electron microscope 透射电子显微镜中的电子自旋共振光谱。
IF 2 3区 工程技术 Q2 MICROSCOPY Pub Date : 2025-09-13 DOI: 10.1016/j.ultramic.2025.114224
Antonín Jaroš , Johann Toyfl , Andrea Pupić , Benjamin Czasch , Giovanni Boero , Isobel C. Bicket , Philipp Haslinger
Coherent spin resonance methods such as nuclear magnetic resonance (NMR) and electron spin resonance (ESR) spectroscopy have led to spectrally highly sensitive, non-invasive quantum imaging techniques with groundbreaking applications in fields such as medicine, biology, and physics. Meanwhile, transmission electron microscopy (TEM) offers detailed investigations with sub-atomic resolution, but often inflicts significant radiation damage. Here we exploit synergies and report on an integration of ESR spectroscopy in a TEM. Our miniaturized ESR setup, optimized for microscopic sample sizes, is implemented on a standard TEM sample holder and leverages the strong magnetic field of the TEM polepiece to align and energetically separate spin states. This integration will facilitate in situ studies of spin systems and their dynamics, quantum materials, radicals, electrochemical reactions, and radiation damage — properties that have, until now, been difficult to access using conventional electron microscopic tools. Moreover, this development marks a significant technological advancement towards microwave-driven quantum spin studies with a highly controlled electron probe at the nanoscale.
相干自旋共振方法,如核磁共振(NMR)和电子自旋共振(ESR)光谱学,已经导致了光谱高度敏感,非侵入性的量子成像技术,在医学,生物学和物理学等领域具有开创性的应用。同时,透射电子显微镜(TEM)提供了亚原子分辨率的详细研究,但往往造成严重的辐射损伤。在这里,我们利用协同作用,并报告了ESR光谱在TEM中的集成。我们的小型化ESR装置针对微观样品尺寸进行了优化,可在标准TEM样品支架上实现,并利用TEM样品片的强磁场来对齐和能量分离自旋态。这种集成将促进自旋系统及其动力学、量子材料、自由基、电化学反应和辐射损伤的原位研究,这些特性到目前为止很难用传统的电子显微镜工具获得。此外,这一发展标志着在纳米尺度上使用高度可控的电子探针进行微波驱动量子自旋研究的重大技术进步。
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引用次数: 0
Novel technique for aluminum thin film thickness measurement using top view SEM-EDX in conjunction with electron beam simulation and machine learning 结合电子束模拟和机器学习的顶视图SEM-EDX铝薄膜厚度测量新技术
IF 2 3区 工程技术 Q2 MICROSCOPY Pub Date : 2025-09-08 DOI: 10.1016/j.ultramic.2025.114237
Tahsinul Huq , Yew Hoong Wong , Joon Huang Chuah , Chee-Keong Tan , Shuye Zhang
A novel method for determining aluminum thin film thickness using top view SEM and EDX measurements has been developed. Electron beam simulations are used as the reference training data to feed into a machine learning algorithm, which once trained can predict the thickness of the aluminum thin film from EDX characteristic x-ray count measurements for a set of three accelerating voltages. Unlike previous techniques which rely on a reference pure material sample or substrate signal to compare to, this method compares instead using ratios of EDX x-ray signals using different accelerating voltages. Since no substrate signal is required, the layer(s) below the aluminum thin film may be any material. High prediction accuracy was obtained for the training and test data for most data points, below 10 % for thicknesses above 40 nm on average, though some large errors remained. Investigation of the lateral dispersion of the incident electron beams showed that lateral dispersion increased with accelerating voltage. Since measurement of higher thicknesses requires higher accelerating voltages, the minimum feature size that can be accurately measured increases for higher thicknesses. Limitations include the requirement for aluminum to be the top layer, the requirement for consistency of beam current, low signal and excessive noise at low values of accelerating voltage, and the need to make many measurements at different voltages if the approximate range of the thin film thickness is not initially known.
提出了一种利用顶视图扫描电镜和EDX测量铝薄膜厚度的新方法。电子束模拟用作参考训练数据,输入机器学习算法,该算法经过训练后可以根据三种加速电压下的EDX特征x射线计数测量结果预测铝薄膜的厚度。与以往依赖参考纯材料样品或衬底信号进行比较的技术不同,该方法使用不同加速电压下EDX x射线信号的比率进行比较。由于不需要衬底信号,铝薄膜下面的层可以是任何材料。对于大多数数据点,训练数据和测试数据的预测精度较高,对于厚度大于40 nm的数据,平均预测精度低于10%,但仍存在较大的误差。对入射电子束的横向色散的研究表明,横向色散随加速电压的增加而增加。由于测量更高的厚度需要更高的加速电压,因此可以精确测量的最小特征尺寸随着厚度的增加而增加。限制包括要求铝为顶层,要求光束电流的一致性,在低加速电压值下的低信号和过度噪声,以及如果最初不知道薄膜厚度的近似范围,则需要在不同电压下进行多次测量。
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引用次数: 0
Substrate matters: Coupled phonon modes of a spherical particle on a substrate probed with EELS 衬底问题:用EELS探测衬底上球形粒子的耦合声子模式
IF 2 3区 工程技术 Q2 MICROSCOPY Pub Date : 2025-09-01 DOI: 10.1016/j.ultramic.2025.114229
Ka Yin Lee , Elliot K. Beutler , Tifany Q. Crisolo , David J. Masiello , Maureen J. Lagos
Using vibrational electron energy loss spectroscopy (vib-EELS) combined with numerical modeling, we investigate the physical mechanisms governing the phonon coupling between a spherical particle sustaining multipolar surface phonon modes and an underlying thin film. Depending upon their dielectric composition, a variety of hybrid phonon modes arise in the EEL spectrum due to the interaction between polarization charges in the particle and film. Mirror charge effects and phonon mode hybridization are the active mechanisms acting on dielectric and metallic-type films, respectively. Processes beyond dipole-dipole interactions are required to describe the sphere-film coupling.
利用振动电子能量损失谱(vib-EELS)与数值模拟相结合,研究了维持多极表面声子模式的球形粒子与底层薄膜之间声子耦合的物理机制。根据它们的介电成分,由于粒子和薄膜中的极化电荷之间的相互作用,在EEL光谱中出现了各种混合声子模式。镜像电荷效应和声子模式杂化分别是作用于介质型和金属型薄膜的活性机制。描述球膜耦合需要超越偶极-偶极相互作用的过程。
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引用次数: 0
A new EBSD indexing method with enhanced grain boundary indexing performance using a three-dimensional parameter space 基于三维参数空间的EBSD标引方法提高了晶界标引性能
IF 2 3区 工程技术 Q2 MICROSCOPY Pub Date : 2025-08-26 DOI: 10.1016/j.ultramic.2025.114227
Fan Peng , Xuemei Song , Yiling Huang , Xingyu Jin , Yuqing Jiang , Yue Sun , Yi Zeng
Electron backscatter diffraction (EBSD) is an important technique based on the scanning electron microscope (SEM) that provides a wide range of crystallographic information. There are limited available pattern indexing methods and most of them are mastered by commercial instrument manufacturers, which may probably restrict the sharing and development of indexing techniques. In this study, we present a new EBSD pattern indexing method based on a three-dimensional parameter space. This method extends the characterization of characteristic triangles into a three-dimensional parameter space. This work details the procedure of the new indexing algorithm. The utility of this new method is demonstrated using experimental patterns captured from a cubic yttria-stabilized zirconia (YSZ) bulk sample. Compared with commercial indexing results, the new method shows excellent consistency and achieves better indexing performance at grain boundaries.
电子背散射衍射(EBSD)是基于扫描电子显微镜(SEM)的一项重要技术,它提供了广泛的晶体学信息。现有的模式标引方法有限,且大多为商业仪器制造商所掌握,这可能会制约标引技术的共享和发展。本文提出了一种基于三维参数空间的EBSD模式索引方法。该方法将特征三角形的表征扩展到三维参数空间。本文详细介绍了新索引算法的实现过程。利用从立方氧化钇稳定氧化锆(YSZ)散装样品中捕获的实验图案证明了这种新方法的实用性。与商业标引结果相比,该方法一致性好,在晶界处标引性能更好。
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引用次数: 0
Differentiating electron diffuse scattering via 4D-STEM spatial fluctuation and correlation analysis in complex FCC alloys 基于4D-STEM空间波动和相关分析的复杂FCC合金中电子漫射的鉴别
IF 2 3区 工程技术 Q2 MICROSCOPY Pub Date : 2025-08-25 DOI: 10.1016/j.ultramic.2025.114228
Po-Cheng Kung , Rui Feng , Peter Liaw , Jian-Min Zuo , Jessica Krogstad
Complex face-centered-cubic (FCC) alloys frequently display chemical short-range ordering (CSRO), which can be detected through the analysis of diffuse scattering. However, the interpretation of diffuse scattering is complicated by the presence of defects and thermal diffuse scattering, making it extremely challenging to distinguish CSRO using conventional scattering techniques. This complexity has sparked intense debates regarding the origin of specific diffuse-scattering signals, such as those observed at 1/3{422} and 1/2{311} positions. To address this challenge, we introduce the method of spatial fluctuation and correlation (FluCor) analysis of local diffuse scattering captured using Four-Dimensional Scanning Transmission Electron Microscopy (4D-STEM). We demonstrate our methodology using a solution-treated (CrCoNi)93Al4Ti2Nb medium-entropy alloy (MEA) and show that the FluCor analysis can differentiate diffuse scattering of different origins. The results reveal two sets of overlapping diffuse-scattering signals at the 1/3{422} and 1/2{311} positions in the studied MEA and link both to non-CSRO origins. Specifically, the heterogeneous-domain diffuse-scattering signals are attributed to nanoscale planar defects, while the homogeneous diffuse-scattering of the matrix is best explained by thermal-diffuse scattering. The principles underlying our fluctuation and correlation analysis of diffuse scattering are general and broadly applicable to order-disordered crystals, including various complex alloy systems. This versatility promises to yield valuable insights into the interplay between microstructural characteristics and CSRO behavior in a wide range of materials, potentially resolving long-standing debates in the field.
复杂面心立方(FCC)合金经常显示化学短程有序(CSRO),这可以通过漫射散射分析来检测。然而,漫射散射的解释由于缺陷和热漫射的存在而变得复杂,使得使用传统的散射技术来区分CSRO极具挑战性。这种复杂性引发了关于特定扩散散射信号起源的激烈争论,例如在1/3{422}和1/2{311}位置观测到的信号。为了解决这一挑战,我们引入了四维扫描透射电子显微镜(4D-STEM)捕获的局部漫射散射的空间波动和相关(FluCor)分析方法。我们用溶液处理的(CrCoNi)93Al4Ti2Nb中熵合金(MEA)证明了我们的方法,并表明fluor分析可以区分不同来源的漫射散射。结果显示,在研究的MEA的1/3{422}和1/2{311}位置上存在两组重叠的扩散散射信号,并将它们与非csro起源联系起来。具体来说,异质域扩散散射信号归因于纳米级平面缺陷,而基体的均匀扩散散射最好用热扩散散射来解释。我们的漫射散射涨落和相关分析的基本原理是通用的,广泛适用于有序无序晶体,包括各种复杂合金体系。这种多功能性有望对各种材料的微观结构特征和CSRO行为之间的相互作用产生有价值的见解,可能解决该领域长期存在的争论。
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引用次数: 0
Improving the low-dose performance of aberration correction in single sideband ptychography 提高单边带成像像差校正的低剂量性能
IF 2 3区 工程技术 Q2 MICROSCOPY Pub Date : 2025-08-23 DOI: 10.1016/j.ultramic.2025.114225
Songge Li , Nicolas Gauquelin , Hoelen L. Lalandec Robert , Arno Annys , Chuang Gao , Christoph Hofer , Timothy J. Pennycook , Jo Verbeeck
The single sideband (SSB) framework of analytical electron ptychography can account for the presence of residual geometrical aberrations induced by the probe-forming lens. However, the accuracy of this aberration correction method is highly sensitive to the invested electron dose, in part due to the necessity of phase unwrapping. In this work, we thus propose two strategies to improve the performance in low-dose conditions: confining phase unwrapping within the sidebands and selecting only well-unwrapped sidebands for calculating aberration coefficients. These strategies are validated through SSB reconstructions of both simulated and experimental 4D-STEM datasets of monolayer tungsten diselenide (WSe2). A comparison of results demonstrates significant improvements in Poisson noise tolerance, making aberration correction more robust and reliable for low-dose imaging.
分析电子平面摄影的单边带(SSB)框架可以解释探针形成透镜引起的残余几何像差的存在。然而,这种像差校正方法的精度对所投入的电子剂量高度敏感,部分原因是相位展开的必要性。在这项工作中,我们因此提出了两种策略来提高在低剂量条件下的性能:在侧带内限制相位展开和只选择充分展开的侧带来计算像差系数。通过单层二硒化钨(WSe2)的模拟和实验4D-STEM数据集的SSB重建,验证了这些策略。对比结果表明,泊松噪声耐受性显著提高,使像差校正在低剂量成像中更加稳健和可靠。
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引用次数: 0
Impact of electron beam propagation on high-resolution quantitative chemical analysis of 1-nm-wide GaN/AlGaN quantum wells 电子束传播对1纳米宽GaN/AlGaN量子阱高分辨率定量化学分析的影响
IF 2 3区 工程技术 Q2 MICROSCOPY Pub Date : 2025-08-19 DOI: 10.1016/j.ultramic.2025.114222
Florian Castioni , Patrick Quéméré , Sergi Cuesta , Vincent Delaye , Pascale Bayle-Guillemaud , Eva Monroy , Eric Robin , Nicolas Bernier
Recent advancements in high-resolution spectroscopy analyses within the scanning transmission electron microscope (STEM) have paved the way for measuring the concentration of chemical species in crystalline materials at the atomic scale. However, several artifacts complicate the direct interpretation of experimental data. For instance, in the case of energy-dispersive X-ray (EDX) spectroscopy, the linear dependency of local X-ray emission on composition is disrupted by channeling effects and cross-talk during electron beam propagation. To address these challenges, it becomes necessary to adopt an approach that combines experimental data with inelastic scattering simulations. This method aims to account for the effects of electron beam propagation on X-ray emission, essentially determining the quantity and the spatial origin of the collected signal. In this publication, we propose to assess the precision and sensitivity limits of this approach in a practical case study involving a focused ion beam (FIB)-prepared III-N multilayers device. The device features nominally pure ∼1.5-nm-wide GaN quantum wells surrounded by AlGaN barriers containing a low concentration of aluminum (∼5 at%). By employing atomic-scale EDX acquisitions based on the averaging of more than several thousand frames, calibrated ζ factors combined with a multilayer X-ray absorption correction model for quantification, and by comparing the X-ray radiation obtained from the quantum well with a reference 10-nm-wide structure, we demonstrate that the quantitative impact of beam propagation on chemical composition can be precisely accounted for, resulting in a composition sensitivity at the atomic scale as low as ±0.25 at%. Finally, practical aspects to achieve this high precision level are discussed, particularly in terms of inelastic multislice simulation, uncertainty determination, and sample quality.
扫描透射电子显微镜(STEM)中高分辨率光谱分析的最新进展为在原子尺度上测量晶体材料中化学物质的浓度铺平了道路。然而,一些人为因素使实验数据的直接解释复杂化。例如,在能量色散x射线(EDX)光谱学中,电子束传播过程中的通道效应和串扰破坏了局部x射线发射对成分的线性依赖。为了解决这些挑战,有必要采用一种将实验数据与非弹性散射模拟相结合的方法。该方法旨在解释电子束传播对x射线发射的影响,本质上是确定收集信号的数量和空间来源。在这篇文章中,我们建议在涉及聚焦离子束(FIB)制备的III-N多层器件的实际案例研究中评估该方法的精度和灵敏度限制。该器件具有名义上纯的~ 1.5 nm宽的GaN量子阱,被含有低浓度铝(~ 5 at%)的AlGaN势垒包围。通过采用原子尺度的EDX采集,基于超过几千帧的平均,校准ζ因子结合多层x射线吸收校正模型进行量化,并通过比较从量子阱获得的x射线辐射与参考10纳米宽结构,我们证明了光束传播对化学成分的定量影响可以精确地解释。导致在原子尺度上的成分灵敏度低至±0.25 at%。最后,讨论了实现这种高精度水平的实际方面,特别是在非弹性多片模拟,不确定性确定和样品质量方面。
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引用次数: 0
Breakdown and polarization contrasts in ferroelectric devices observed by operando laser-based photoemission electron microscopy with the AC/DC electrical characterization system 利用交流/直流电学表征系统,利用operando激光光电发射电子显微镜观察铁电器件的击穿和极化对比
IF 2 3区 工程技术 Q2 MICROSCOPY Pub Date : 2025-08-11 DOI: 10.1016/j.ultramic.2025.114221
Hirokazu Fujiwara , Yuki Itoya , Masaharu Kobayashi , Cédric Bareille , Toshiyuki Taniuchi
We have developed an operando laser-based photoemission electron microscope (laser-PEEM) with a ferroelectric characterization system. A Sawyer-Tower circuit was implemented to measure the polarization–voltage (PV) characteristics of ferroelectric devices. Using this system, we successfully obtained the well-defined PV hysteresis loops for a ferroelectric capacitor incorporating Hf0.5Zr0.5O2 (HZO), reproducing the typical field-cycling characteristics of HZO capacitors. After dielectric breakdown caused by field-cycling stress, we visualized a conduction filament through the top electrode without any destructive processing. Additionally, we successfully observed polarization contrast through the top electrode of an oxide semiconductor (InZnOx). These results indicate that our operando laser-PEEM system is a powerful tool for visualizing conduction filaments after dielectric breakdown, the ferroelectric polarization contrasts, and electronic state distribution of materials implemented in ferroelectric devices, including ferroelectric field-effect transistors and ferroelectric tunnel junctions.
我们开发了一种具有铁电表征系统的基于operando激光的光电电子显微镜(laser-PEEM)。采用索耶-塔式电路测量铁电器件的极化电压特性。利用该系统,我们成功地获得了含有HZO (Hf0.5Zr0.5O2)的铁电电容器的P-V磁滞回线,再现了HZO电容器的典型场循环特性。在场循环应力引起的介质击穿后,我们在没有任何破坏性处理的情况下,通过顶部电极看到了导电丝。此外,我们成功地通过氧化物半导体(InZnOx)的顶电极观察到极化对比。这些结果表明,我们的operando激光- peem系统是一个强大的工具,用于可视化介电击穿后的导电丝,铁电极化对比和铁电器件中材料的电子态分布,包括铁电场效应晶体管和铁电隧道结。
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引用次数: 0
Fourier-based multiple-slice reconstruction in cryo-electron tomography 低温电子断层扫描中基于傅里叶的多层重建
IF 2 3区 工程技术 Q2 MICROSCOPY Pub Date : 2025-08-10 DOI: 10.1016/j.ultramic.2025.114223
Ranhao Zhang , Yuan Shen , Xueming Li
A tomogram is reconstructed from the micrographs of the tilt series using cryo-electron tomography (cryoET). Reconstruction frequently integrates image processing steps, such as filtering and contrast transfer function (CTF) correction, to support the downstream analysis of cellular and viral structures. Most image processing steps are based on Fourier space analysis, which is theoretically more efficient to be implemented in Fourier space than in real space. However, the substantial dimensions of tomograms present significant challenges for reconstruction and processing in Fourier space. Consequently, real-space reconstruction is prevalent in current practice. In this study, we proposed a Fourier-space algorithm for tomogram reconstruction, named MUltiple Slice Technique (MUST). MUST considers a tomogram composed of multiple parallel slices, with each slice independently reconstructed in Fourier space. A weighting strategy was used to enable MUST to achieve reconstruction compatible with real-space methods, including weighted back-projection (WBP) and the simultaneous iterative reconstruction technique (SIRT). A three-dimensional CTF model was formulated as pairs of conjugate central paraboloids in Fourier space and subsequently implemented for CTF correction in MUST. Alias-free reconstruction and pixel-level parallel computation are key features of MUST, demonstrated through tomogram-based subtomogram averaging at near-atomic resolutions.
利用低温电子断层扫描(cryoET)从倾斜序列的显微照片重建层析图。重建通常集成图像处理步骤,如滤波和对比度传递函数(CTF)校正,以支持细胞和病毒结构的下游分析。大多数图像处理步骤都是基于傅里叶空间分析,理论上在傅里叶空间中实现比在实际空间中实现更有效。然而,层析图的大尺寸对傅里叶空间的重建和处理提出了重大挑战。因此,在当前的实践中,实空间重构是非常普遍的。在本研究中,我们提出了一种用于层析图重建的傅里叶空间算法,称为多重切片技术(MUltiple Slice Technique, MUST)。MUST考虑由多个平行切片组成的层析图,每个切片在傅里叶空间中独立重建。采用加权策略使MUST能够实现与实空间方法(包括加权反投影(WBP)和同步迭代重建技术(SIRT))兼容的重建。三维CTF模型在傅里叶空间中被表述为一对共轭中心抛物面,随后在MUST中实现CTF校正。无别名重建和像素级并行计算是MUST的关键特征,通过近原子分辨率的基于层析图的子层析图平均来证明。
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引用次数: 0
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Ultramicroscopy
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