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Testing Outlier Detection Algorithms for Identifying Early Stage Solute Clusters in Atom Probe Tomography. 测试在原子探针断层扫描中识别早期溶质团的离群值检测算法。
IF 2.9 4区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-08-27 DOI: 10.1093/mam/ozae076
Ryan S Stroud, Ayham Al-Saffar, Megan Carter, Michael P Moody, Stella Pedrazzini, Mark R Wenman

Atom probe tomography (APT) is commonly used to study solute clustering and precipitation in materials. However, standard techniques used to identify and characterize clusters within atom probe data, such as the density-based spatial clustering applications with noise (DBSCAN), often underperform with respect to small clusters. This is a limitation of density-based cluster identification algorithms, due to their dependence on the parameter Nmin, an arbitrary lower limit placed on detectable cluster sizes. Therefore, this article attempts to consider the characterization of clustering in atom probe data as an outlier detection problem of which k-nearest neighbors local outlier factor and learnable unified neighborhood-based anomaly ranking algorithms were tested against a simulated dataset and compared to the standard method. The decision score output of the algorithms was then auto thresholded by the Karcher mean to remove human bias. Each of the major models tested outperforms DBSCAN for cluster sizes of <25 atoms but underperforms for sizes >30 atoms using simulated data. However, the new combined k-nearest neighbors (k-NN) and DBSCAN method presented was able to perform well at all cluster sizes. The combined k-NN and seven methods are presented as a new approach to identifying clusters in APT.

原子探针层析成像(APT)通常用于研究材料中的溶质聚类和沉淀。然而,用于识别和描述原子探针数据中的聚类的标准技术,如基于密度的空间聚类噪声应用(DBSCAN),往往在小聚类方面表现不佳。这是基于密度的聚类识别算法的局限性,因为它们依赖于参数 Nmin,而 Nmin 是对可探测聚类大小的任意下限。因此,本文尝试将原子探针数据中的聚类特征描述视为离群点检测问题,通过模拟数据集测试了 k 近邻局部离群点因子和基于可学习统一邻域的异常排序算法,并将其与标准方法进行了比较。然后,算法输出的判定分数通过 Karcher 平均值自动阈值化,以消除人为偏差。在使用模拟数据对 30 个原子的聚类大小进行测试时,每个主要模型的性能都优于 DBSCAN。不过,新提出的 k-近邻(k-NN)和 DBSCAN 组合方法在所有聚类规模下都表现出色。本文提出的 k-NN 和七种组合方法是在 APT 中识别聚类的一种新方法。
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引用次数: 0
Application of the Knife-Edge Technique on Transition Metal Dichalcogenide Monolayers for Resolution Assessment of Nonlinear Microscopy Modalities. 在过渡金属二卤化物单层上应用刀刃技术评估非线性显微镜模式的分辨率。
IF 2.9 4区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-08-21 DOI: 10.1093/mam/ozae061
Jovana Z Jelić, Marta Bukumira, Aleksa Denčevski, Ana Senkić, Livio Žužić, Borna Radatović, Nataša Vujičić, Tanja Pajić, Mihailo D Rabasović, Aleksandar J Krmpot

We report application of the knife-edge technique at the sharp edges of WS2 and MoS2 monolayer flakes for lateral and axial resolution assessment in all three modalities of nonlinear laser scanning microscopy: two-photon excited fluorescence (TPEF), second- and third-harmonic generation (SHG, THG) imaging. This technique provides a high signal-to-noise ratio, no photobleaching effect and shows good agreement with standard resolution measurement techniques. Furthermore, we assessed both the lateral resolution in TPEF imaging modality and the axial resolution in SHG and THG imaging modality directly via the full-width at half maximum parameter of the corresponding Gaussian distribution. We comprehensively analyzed the factors influencing the resolution, such as the numerical aperture, the excitation wavelength and the refractive index of the embedding medium for the different imaging modalities. Glycerin was identified as the optimal embedding medium for achieving resolutions closest to the theoretical limit. The proposed use of WS2 and MoS2 monolayer flakes emerged as promising tools for characterization of nonlinear imaging systems.

我们报告了在 WS2 和 MoS2 单层薄片的尖锐边缘应用刀刃技术进行非线性激光扫描显微镜所有三种模式的横向和轴向分辨率评估的情况:双光子激发荧光(TPEF)、二次和三次谐波发生(SHG、THG)成像。这种技术信噪比高,没有光漂白效应,与标准分辨率测量技术有很好的一致性。此外,我们还通过相应高斯分布的半最大全宽参数,直接评估了 TPEF 成像模式的横向分辨率以及 SHG 和 THG 成像模式的轴向分辨率。我们全面分析了影响不同成像模式分辨率的因素,如数值孔径、激发波长和嵌入介质的折射率。结果表明,甘油是实现最接近理论极限分辨率的最佳嵌入介质。建议使用 WS2 和 MoS2 单层薄片作为表征非线性成像系统的有前途的工具。
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引用次数: 0
A Methodology for Robust Multislice Ptychography. 鲁棒性多切片层析成像方法。
IF 2.9 4区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-08-21 DOI: 10.1093/mam/ozae055
Colin Gilgenbach, Xi Chen, James M LeBeau

While multislice electron ptychography can provide thermal vibration limited resolution and structural information in 3D, it relies on properly selecting many intertwined acquisition and computational parameters. Here, we outline a methodology for selecting acquisition parameters to enable robust ptychographic reconstructions. We develop two physically informed metrics, areal oversampling and Ronchigram magnification, to describe the selection of these parameters in multislice ptychography. Through simulations, we comprehensively evaluate the validity of these two metrics over a broad range of conditions and show that they accurately guide reconstruction success. Further, we validate these conclusions with experimental ptychographic data and demonstrate close agreement between trends in simulated and experimental data. Using these metrics, we achieve experimental multislice reconstructions at a scan step of 2.1Å/px, enabling large field-of-view, data-efficient reconstructions. These experimental design principles enable the routine and robust use of multislice ptychography for 3D characterization of materials at the atomic scale.

虽然多层电子断层扫描可以提供热振动有限分辨率和三维结构信息,但它依赖于正确选择许多相互交织的采集和计算参数。在此,我们概述了一种选择采集参数的方法,以实现稳健的层析成像重建。我们开发了两个物理指标--areal oversampling 和 Ronchigram magnification,用于描述在多切片断层摄影中如何选择这些参数。通过模拟,我们全面评估了这两个指标在各种条件下的有效性,并证明它们能准确指导重建成功。此外,我们还用实验中的双层图像数据验证了这些结论,并证明模拟数据和实验数据的趋势非常一致。利用这些指标,我们以 2.1Å/px 的扫描步长实现了实验性多切片重建,从而实现了大视场、数据高效的重建。这些实验设计原则使我们能够在原子尺度上对材料的三维表征常规而稳健地使用多片层析成像技术。
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引用次数: 0
Inverse Modeling of Heterogeneous Structures in Electron Probe Microanalysis. 电子探针显微分析中异质结构的逆建模。
IF 2.9 4区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-08-21 DOI: 10.1093/mam/ozae066
Silvia Richter, Gaurav Achuda, Philippe T Pinard, Tamme Claus, Manuel Torrilhon

Electron probe microanalysis (EPMA) is a powerful tool for chemical characterization of materials on a microscopic scale. However, EPMA has the drawback that its information volume has a spatial extent of some 100 nm to a few µm. With the introduction of new electron sources, i.e., Schottky Thermal Field and Cold Field Emitter, where the electron beam is focused down to a few nm, measurements can be nowadays performed on the sub-micrometer scale. The goal of the work is to reveal the chemical composition of structures smaller than the excitation volume. New strategies are presented where the acquisition is performed at different positions on the sample and as a scan across a fine structure by using one or more single beam energies. Besides the well-known Monte-Carlo simulation, a deterministic model is also used. The deterministic model is based on moment equations of the Boltzmann equation. Inverse modeling is presented for several case studies. Due to the highly complex nonlinearity of the inverse model, an ill-posed and well-posed problem is shown as well. Finally, the method is extended to reconstruct 2D structures, i.e., rectangular shaped particles, with heterogeneous composition on lateral and depth scale.

电子探针显微分析(EPMA)是在微观尺度上对材料进行化学表征的强大工具。然而,EPMA 的缺点是其信息量的空间范围仅为 100 纳米到几微米。随着新电子源(即肖特基热场和冷场发射器)的引入,电子束可聚焦到几纳米,如今可在亚微米尺度上进行测量。这项工作的目标是揭示小于激发体积的结构的化学成分。我们提出了新的策略,即在样品的不同位置进行采集,并通过使用一个或多个单光束能量对精细结构进行扫描。除了众所周知的蒙特卡洛模拟外,还使用了确定性模型。确定性模型基于玻尔兹曼方程的矩方程。对几个案例研究进行了逆建模。由于反演模型具有高度复杂的非线性,因此也提出了一个问题。最后,该方法被扩展用于重建二维结构,即矩形颗粒,在横向和纵深尺度上具有异质成分。
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引用次数: 0
Development of a Modular Cryo-Transfer Station for the Side-Entry Transmission Electron Microscope†. 为侧入透射电子显微镜开发模块化低温转移站†。
IF 2.9 4区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-08-21 DOI: 10.1093/mam/ozae063
Alexander Reifsnyder, Jordan A Hachtel, Andrew R Lupini, David W McComb

Cryo-transfer stations are essential tools in the field of cryo-electron microscopy, enabling the safe transfer of frozen vitreous samples between different stages of the workflow. However, existing cryo-transfer stations are typically configured for only the two most popular sample holder geometries and are not commercially available for all electron microscopes. Additionally, they are expensive and difficult to customize, which limits their accessibility and adaptability for research laboratories. Here, we present a new modular cryo-transfer station that addresses these limitations. The station is composed entirely of 3D-printed and off the shelf parts, allowing it to be reconfigured to a fit variety of microscopes and experimental protocols. We describe the design and construction of the station and report on the results of testing the cryo-transfer station, including its ability to maintain cryogenic temperatures and transfer frozen vitreous samples as demonstrated by vibrational spectroscopy. Our findings demonstrate that the cryo-transfer station performs comparably to existing commercial models, while offering greater accessibility and customizability. The design for the station is open source to encourage other groups to replicate and build on this development. We hope that this project will increase access to cryo-transfer stations for researchers in a variety of disciplines with nonstandard equipment.

冷冻转移台是冷冻电子显微镜领域的重要工具,可在工作流程的不同阶段之间安全转移冷冻玻璃体样品。然而,现有的冷冻转移站通常只针对两种最常用的样品架几何形状进行配置,而且并非所有电子显微镜都能在市场上买到。此外,它们价格昂贵且难以定制,这限制了它们对研究实验室的可及性和适应性。在此,我们介绍一种新型模块化低温转移台,以解决这些局限性。该工作站完全由 3D 打印和现成部件组成,可根据各种显微镜和实验方案进行重新配置。我们介绍了低温转移站的设计和构造,并报告了低温转移站的测试结果,包括其保持低温和转移冷冻玻璃体样本的能力,振动光谱学证明了这一点。我们的研究结果表明,低温转移站的性能与现有的商业模型相当,同时具有更高的可访问性和可定制性。低温转移站的设计是开放源代码的,以鼓励其他团体在此基础上进行复制和开发。我们希望这个项目能让更多拥有非标准设备的各学科研究人员使用低温转移站。
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引用次数: 0
TSQ Incubation Enhances Autometallographic Zinc Detection in Cultured Astrocytes. TSQ孵育可增强培养星形胶质细胞中的自金属锌检测。
IF 2.9 4区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-08-21 DOI: 10.1093/mam/ozae060
Raúl Ballestín, Josema Torres, Xavier Ponsoda

Zinc is a critical ion for a large number of cellular functions. In the central nervous system, zinc ions are involved in synaptic transmission. Therefore, zinc homeostasis is essential, and cells have developed a variety of mechanisms to control cellular zinc concentration, including the zincosome formation. Alterations of free zinc levels have been associated with brain dysfunction and are present in many illnesses and syndromes. Astrocytes are implicated in the maintenance of the neuronal milleu and brain homeostasis. In this work, we have analyzed the combination of direct (TSQ) and indirect (autometallography) zinc detection methods to increase sensitivity for studying zinc uptake by rat astrocytes in vitro. Zincosome formation was visualized with the zinc fluorochrome TSQ by light microscopy. Additionally, we improved both zinc precipitation and cellular fixation methods to preserve zinc ions and make them suitable for autometallography development. Our tests pinpointed paraformaldehyde and sodium sulfide as the more adequate methods for cellular fixation and zinc precipitation, respectively. TSQ incubation and pH of the fixative were shown to be crucial for autometallography. Using this improved method, we visualized the zinc content of zincosomes at the ultrastructural level both as silver autometallographic precipitates and as electrodense sulfide-osmium zinc precipitates.

锌是一种对许多细胞功能至关重要的离子。在中枢神经系统中,锌离子参与突触传递。因此,锌的平衡至关重要,细胞已发展出多种机制来控制细胞锌浓度,包括锌小体的形成。游离锌水平的改变与大脑功能障碍有关,在许多疾病和综合征中都会出现。星形胶质细胞与维持神经元髓鞘和脑平衡有关。在这项工作中,我们分析了如何结合直接(TSQ)和间接(自动金相显微镜)锌检测方法,以提高体外研究大鼠星形胶质细胞锌吸收的灵敏度。我们使用锌荧光染料 TSQ 通过光镜观察锌小体的形成。此外,我们还改进了锌沉淀和细胞固定方法,以保存锌离子,使其适合于自动金相显微镜的开发。我们的测试结果表明,多聚甲醛和硫化钠分别是更适合细胞固定和锌沉淀的方法。TSQ 培养和固定液的 pH 值对自动金相显影至关重要。利用这种改进的方法,我们在超微结构层面上以银自金银沉淀和电致密硫化物-锇锌沉淀的形式观察到了锌小体中的锌含量。
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引用次数: 0
Application of Weak-Beam Dark-Field STEM for Dislocation Loop Analysis†. 应用弱光束暗场 STEM 进行位错环路分析 †.
IF 2.9 4区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-08-21 DOI: 10.1093/mam/ozae067
Yan-Ru Lin, Yao Li, Steven J Zinkle, Jose' D Arregui-Mena, M Grace Burke

Nanoscale dislocation loops formed by irradiation can significantly contribute to both irradiation hardening and embrittlement of materials when subjected to extreme nuclear reactor environments. This study explores the application of weak-beam dark-field (WBDF) scanning transmission electron microscopy (STEM) methods for quantitative irradiation-induced defect analysis in crystalline materials, with a specific focus on dislocation loop imaging and analysis. A high-purity Fe-5 wt% Cr model alloy was irradiated with 8 MeV Fe2+ ions at 450°C to a fluence of 8.8 × 1019 m-2, inducing dislocation loops for analysis. While transmission electron microscopy (TEM) has traditionally been the primary tool for dislocation imaging, recent advancements in STEM technology have reignited interest in using STEM for defect imaging. This study introduces and compares three WBDF STEM methods, demonstrating their effectiveness in suppressing background contrasts, isolating defect information for dislocation loop type classification, providing finer dislocation line images for small loop analysis, and presenting inside-outside contrast for identifying loop nature. Experimental findings indicate that WBDF STEM methods surpass traditional TEM approaches, yielding clearer and more detailed images of dislocation loops. The study concludes by discussing the potential applications of WBDF STEM techniques in defect analysis, emphasizing their adaptability across various material systems beyond nuclear materials.

在极端的核反应堆环境下,辐照形成的纳米级位错环会极大地促进材料的辐照硬化和脆化。本研究探索了弱束暗场(WBDF)扫描透射电子显微镜(STEM)方法在晶体材料辐照诱导缺陷定量分析中的应用,尤其侧重于位错环成像和分析。在 450°C 温度下用 8 MeV Fe2+ 离子对高纯度 Fe-5 wt% Cr 模型合金进行辐照,辐照通量为 8.8 × 1019 m-2,诱导位错环进行分析。尽管透射电子显微镜(TEM)历来是位错成像的主要工具,但 STEM 技术的最新进展再次激发了使用 STEM 进行缺陷成像的兴趣。本研究介绍并比较了三种 WBDF STEM 方法,展示了它们在抑制背景对比度、分离缺陷信息以进行差排环类型分类、提供更精细的差排线图像以进行小环分析以及呈现内外对比度以识别环性质等方面的有效性。实验结果表明,WBDF STEM 方法超越了传统的 TEM 方法,能生成更清晰、更详细的位错环图像。研究最后讨论了 WBDF STEM 技术在缺陷分析中的潜在应用,强调了其在核材料以外的各种材料系统中的适应性。
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引用次数: 0
Scale Characteristics of Six Fish Species of the Genus Cyprinion (Teleostei: Cypriniformes): A Microscopic Analysis. 六种鲤形目鱼类的鳞片特征:显微分析
IF 2.9 4区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-08-21 DOI: 10.1093/mam/ozae065
Sima Aslan Faal, Hamid Reza Esmaeili, Azad Teimori

This study investigated the morphological characteristics of scales in six Cyprinion species, using light and scanning electron microscopy focusing on key features such as scale type, key scales, lateral line scales, radius/radii, rostral margin, focus, circuli, lepidonts, tubercles, and scale indices. The research analyzed the scales using ultramicroscopy and light microscopy imaging, categorizing them based on size classes and body regions. The morphological variations in scale characteristics were examined across different species, regions, and size classes. Notable findings included the tetra-sectioned form of scales, representing a unique characteristic of the Cyprinion genus. Morphological changes in scale features were observed with fish growth, particularly in the overall shape, focus shape, and size. Quantitative analysis revealed variations in average relative scale length and width among different species, regions, and size classes. The study utilized canonical discriminant analysis for multivariate assessment, classifying the species into distinct groups based on morphometric indices. The findings contribute to the understanding of scale morphology in Cyprinion species and exploring morphological variation between the examined species.

本研究利用光学显微镜和扫描电子显微镜研究了六种鲤科鱼类的鳞片形态特征,重点研究了鳞片类型、关键鳞片、侧线鳞片、半径/半径、喙缘、焦点、圆环、鳞片、小瘤和鳞片指数等关键特征。研究利用超显微镜和光镜成像技术对鳞片进行了分析,并根据大小等级和身体区域对鳞片进行了分类。研究还考察了不同物种、不同区域和不同大小等级的鳞片特征的形态变化。值得注意的发现包括鳞片的四节形式,这是鲤科鱼属的一个独特特征。随着鱼类的生长,鳞片的形态特征也会发生变化,特别是在整体形状、焦点形状和大小方面。定量分析揭示了不同物种、地区和大小级别之间平均相对鳞片长度和宽度的差异。研究利用典型判别分析(canonical discriminant analysis)进行多元评估,根据形态计量指数将鱼种分为不同的组别。研究结果有助于了解鲤科鱼类的鳞片形态,并探索所研究物种之间的形态差异。
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引用次数: 0
Light Element (C, N, O) Quantification by EDXS: Application to Meteorite Water Content and Organic Composition. 通过 EDXS 进行轻元素(C、N、O)定量:应用于陨石含水量和有机成分。
IF 2.9 4区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-08-21 DOI: 10.1093/mam/ozae071
Corentin Le Guillou, Pierre-Marie Zanetta, Hugues Leroux, Anne-Marie Blanchenet, Maya Marinova

Quantifying light elements such as carbon, nitrogen, and oxygen in a transmission electron microscope (TEM) is a challenging however essential task in biology, materials, or earth and planetary sciences. We have developed an approach that allows precise quantification by energy-dispersive X-ray spectroscopy (EDXS), using sensitive windowless silicon drift detectors and homemade Python routines for hyperspectral data processing. K-factors were determined using wedge-shaped focused ion beam sections. To correct for X-ray absorption within the sample, the sample mass thickness is determined by the-revisited-two-lines method (Morris, 1980). No beam current measurement is required. Applying this method to the K and L lines of iron, we found that the tabulated mass absorption coefficient at the energy of the iron L lines was too low. This is due to X-ray self-absorption at the iron edge. Using reference material, we experimentally determined an absorption coefficient that gave the expected results. We then analyzed the complex phyllosilicate mixture of the Orgueil meteorite. We show that the N/C ratio of organics can be obtained with an accuracy better than 5 at.% and that oxygen can be quantified accurately enough to infer the hydroxyl content of phyllosilicates.

在透射电子显微镜(TEM)中对碳、氮和氧等轻元素进行定量是一项极具挑战性的任务,但在生物、材料或地球和行星科学领域却是必不可少的。我们开发了一种方法,利用灵敏的无窗硅漂移探测器和自制的 Python 高光谱数据处理例程,通过能量色散 X 射线光谱(EDXS)进行精确定量。使用楔形聚焦离子束截面测定 K 因子。为校正样品内部的 X 射线吸收,采用重温两线法(Morris,1980 年)确定样品质量厚度。无需测量束流。将此方法应用于铁的 K 线和 L 线时,我们发现铁 L 线能量处的表列质量吸收系数过低。这是由于铁边缘的 X 射线自吸收造成的。我们利用参考材料,通过实验确定了一个能给出预期结果的吸收系数。然后,我们分析了 Orgueil 陨石中复杂的植硅酸盐混合物。我们的研究表明,有机物的氮/碳比率可以精确到优于 5%,氧气的定量也足够精确,足以推断出植硅酸盐的羟基含量。
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引用次数: 0
Parameter Optimization in Cluster Identification Algorithms for Characterizing Nanoclusters in Al-Mg-Si-Cu Alloys. 用于表征铝镁硅铜合金中纳米团簇的聚类识别算法中的参数优化。
IF 2.9 4区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-08-21 DOI: 10.1093/mam/ozae053
MinYoung Song, Equo Kobayashi, JaeHwang Kim

Optimization of user-defined parameters (Dmax, Nmin, order (K)) in the Density-based Spatial Clustering of Applications with Noise (DBSCAN) algorithm, used to characterize nanoclusters in Al-0.9% Mg-1.0% Si-0.3% Cu (mass %), was conducted. Ten combinations of parameters with a given K were considered for samples naturally aged (NA) and preaged (PA) at 100°C. We confirmed four types of unphysical clusters, artificially formed, by analyzing composition with size, atomic density, and atomic arrangement inside clusters. The optimum combinations minimizing those unphysical clusters were obtained for both NA and PA samples. Meanwhile, to evaluate the reliability of the optimum combination, volume rendering and isosurfacing were performed. As a result, regions of high solute concentration were confirmed, and those regions are in good agreement with the position of the clusters obtained by applying the optimum combination in DBSCAN. Furthermore, by comparing the optimum combinations with the fixed parameters widely used until now, we showed that for each dataset, considering independent parameters obtained in the same method is desirable rather than using fixed parameters. Consequently, an idea of determining the algorithm parameters for characterizing the nanoclusters in Al-Mg-Si(-Cu) alloys was introduced.

对用于表征铝-0.9%镁-1.0%硅-0.3%铜(质量百分比)中纳米团簇的基于密度的有噪声应用空间聚类(DBSCAN)算法中的用户定义参数(Dmax、Nmin、阶次(K))进行了优化。对 100°C 下自然老化(NA)和预老化(PA)的样品考虑了给定 K 的十种参数组合。通过分析成分、尺寸、原子密度和簇内原子排列,我们确认了四种人为形成的非物理簇。在 NA 和 PA 样品中都获得了将这些非物理团簇最小化的最佳组合。同时,为了评估最佳组合的可靠性,还进行了体积渲染和等值面分析。结果表明,溶质浓度较高的区域得到了确认,这些区域与应用 DBSCAN 中的最优组合所得到的簇的位置十分吻合。此外,通过将最优组合与迄今为止广泛使用的固定参数进行比较,我们发现对于每个数据集而言,考虑同一方法中获得的独立参数比使用固定参数更可取。因此,我们提出了确定表征铝镁硅(铜)合金中纳米团簇的算法参数的想法。
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引用次数: 0
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