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相关概念视频

Electron Microscope Tomography and Single-particle Reconstruction01:07

Electron Microscope Tomography and Single-particle Reconstruction

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Transmission electron microscopy (TEM) can be used to determine the 3D structure of biological samples with the help of techniques such as electron microscope tomography and single-particle reconstruction. While single-particle reconstruction can examine macromolecules and macromolecular complexes in vitro conditions only, tomography permits the study of cell components or small cells in vivo.
Electron Tomography
Electron tomography can be performed either in TEM or STEM (scanning transmission...
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Mass Spectrometry: Complex Analysis01:21

Mass Spectrometry: Complex Analysis

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Mass spectrometry is an important technique for the identification of pure compounds. However, it has some limitations for the analysis of complex mixtures, often due to excessive fragmentation making the spectrum too complicated to decipher. Mass spectrometry can be combined with suitable separation methods in sequence, forming hyphenated methods, which are useful in the analysis of complex mixtures.
GC–MS is a powerful hyphenated method commonly used in forensics and environmental...
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Atomic Absorption Spectroscopy: Atomization Methods01:25

Atomic Absorption Spectroscopy: Atomization Methods

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Atomic Absorption Spectroscopy (AAS) atomizes samples through flame atomization or electrothermal atomization. Flame atomization typically involves a nebulizer and spray chamber assembly to combine the sample with a fuel–oxidant mixture, creating a fine aerosol mist that enters a burner. Typically, the fuel and oxidant are combined in an approximately stoichiometric ratio. However, for atoms that are easily oxidized, a fuel-rich mixture may be more advantageous. Only about 5% of the...
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Peptide Identification Using Tandem Mass Spectrometry01:33

Peptide Identification Using Tandem Mass Spectrometry

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Tandem mass spectrometry, also known as MS/MS or MS2, is an analytical technique that employs two mass analyzers. Essentially it is a series of mass spectrometers that helps isolate a particular biomolecule and then helps study its chemical properties.
This technique helps gather information regarding the protein from which the peptide was obtained and to study the peptides’ amino acid sequence. Identifying peptides from a complex mixture is an important component of the growing field of...
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Mass Spectrometry: Molecular Fragmentation Overview01:20

Mass Spectrometry: Molecular Fragmentation Overview

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The ionization of a molecule into a molecular ion inside the mass spectrometer causes instability in the molecule's structure due to the loss of an electron. This eventually leads to the fragmentation or breaking of some bonds in the molecule. The fragmentation occurs predominantly at specific bonds to yield relatively stable fragments.
One type of fragmentation pattern is the cleavage of a single bond in the molecular ion. The cleavage leads to a radical and a cation. The cleavage can...
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相关实验视频

Updated: Sep 17, 2025

Atom Probe Tomography Studies on the CuIn,GaSe2 Grain Boundaries
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Atom Probe Tomography Studies on the CuIn,GaSe2 Grain Boundaries

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组合性社区检测:在原子探头断层扫描数据中自动识别化学分离.

Jenna A Bilbrey1, Christina Doty1, Mark G Wirth1

  • 1National Security Directorate, Pacific Northwest National Laboratory, 902 Battelle Boulevard, Richland, WA 99352, USA.

Microscopy and microanalysis : the official journal of Microscopy Society of America, Microbeam Analysis Society, Microscopical Society of Canada
|June 30, 2025
PubMed
概括

我们开发了复合社区检测 (CCD),一种无监督的方法,用于识别原子探头断层扫描数据中的化学模式. 该技术揭示了材料组成和分离,有助于分析先进材料.

关键词:
原子探头断层扫描 (tomography) 是一种原子探头.数据分析数据分析.辐射诱导的细分是辐射引起的.没有监督的集群聚类.

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相关实验视频

Last Updated: Sep 17, 2025

Atom Probe Tomography Studies on the CuIn,GaSe2 Grain Boundaries
09:51

Atom Probe Tomography Studies on the CuIn,GaSe2 Grain Boundaries

Published on: April 22, 2013

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Atom Probe Tomography Analysis of Exsolved Mineral Phases
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科学领域:

  • 材料科学 材料科学 材料科学
  • 数据科学数据科学数据科学
  • 纳米技术 纳米技术

背景情况:

  • 原子探测器断层扫描 (APT) 可以生成复杂的3D化学图.
  • 分析这些数据集以识别化学动机和分离是具有挑战性的.
  • 现有的方法可能需要监督或缺乏解释性.

研究的目的:

  • 引入一种完全不受监督的集群方法,即组合社区检测 (CCD).
  • 允许在APT数据中识别化学动机和分离模式.
  • 为材料表征提供可解释的描述符.

主要方法:

  • APT点云被细分为重叠的球形社区.
  • 重复的k-means聚类和卢凡社区检测按离子组成将社区组合在一起.
  • 科尔莫戈罗夫-斯米尔诺夫统计量化了社区内的离子丰富/耗尽.

主要成果:

  • CCD成功地在辐射316不钢中确定了碳化和富含Ni-Si的沉物.
  • 一个谷物边界通过Ni和Si缩.
  • 空间分析显示,Fe 耗尽在碳化物沉物的侧面.

结论:

  • CCD是一种强大的无监督工具,用于分析APT数据中的化学分离.
  • 该方法提供了对材料组成和结构的可解释的见解.
  • CCD对各种材料和极端环境具有广泛的适用性.