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相关概念视频

Atomic Absorption Spectroscopy: Interference01:25

Atomic Absorption Spectroscopy: Interference

2.1K
Interference leads to systematic error in atomic absorption (AA) measurements by enhancing or diminishing the analytical signal or the background. These interferences can be grouped into three main categories: spectral interference, chemical interference, and physical interference.
Spectral interference occurs when signals from other elements or molecules overlap with the analyte signal, falsely elevating or masking the analyte's absorbance. This interference can be corrected using Zeeman,...
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Molecular Spectroscopy: Absorption and Emission01:14

Molecular Spectroscopy: Absorption and Emission

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Molecules possess discrete energy levels called quantum states. Unlike atoms, which have simpler energy levels, molecules possess additional rotational and vibrational energy levels.  Each energy level is separated by an energy gap, with the gaps between adjacent electronic, vibrational, and rotational levels varying significantly. The three types of energy levels in a diatomic molecule are shown in Figure 1.
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Atomic Absorption Spectroscopy: Overview01:27

Atomic Absorption Spectroscopy: Overview

3.5K
Atomic absorption spectroscopy (AAS) is a technique used to analyze elements by measuring electromagnetic radiation (EMR) absorbed by atoms, which causes them to transition to a higher-energy orbit. The most crucial step in AAS is atomization, where the analyte is converted into gas-phase atoms, typically through a flame or furnace. Some of these atoms become thermally excited in the flame, while most remain in the ground state.
When irradiated by EMR of a particular wavelength, these...
3.5K
Atomic Absorption Spectroscopy: Instrumentation01:22

Atomic Absorption Spectroscopy: Instrumentation

1.7K
An atomic absorption spectrophotometer (AAS) comprises several components: a radiation source, an atomizer, a monochromator, and a detector. The radiation source can be a hollow-cathode lamp (HCL) or an electrodeless-discharge lamp (EDL), both of which provide a narrow emission line of the required wavelength. However, some instruments use continuum sources and high-resolution monochromators to achieve a narrow range of radiation.
The atomizer used in AAS can be either a flame atomizer or an...
1.7K
Atomic Absorption Spectroscopy: Lab01:21

Atomic Absorption Spectroscopy: Lab

1.1K
For AAS measurements, samples must be introduced as clear solutions, often requiring extensive preliminary treatment to dissolve materials like soils, animal tissues, and minerals. Common methods for sample preparation include treatment with hot mineral acids, wet ashing, combustion in closed containers, high-temperature ashing, or fusion with reagents.
 Solutions containing organic solvents, such as low-molecular-mass alcohols, esters, or ketones, enhance absorbances by increasing...
1.1K
X-ray Crystallography02:18

X-ray Crystallography

26.2K
The size of the unit cell and the arrangement of atoms in a crystal may be determined from measurements of the diffraction of X-rays by the crystal, termed X-ray crystallography.
Diffraction
Diffraction is the change in the direction of travel experienced by an electromagnetic wave when it encounters a physical barrier whose dimensions are comparable to those of the wavelength of the light. X-rays are electromagnetic radiation with wavelengths about as long as the distance between neighboring...
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相关实验视频

Updated: Feb 3, 2026

Elemental-sensitive Detection of the Chemistry in Batteries through Soft X-ray Absorption Spectroscopy and Resonant Inelastic X-ray Scattering
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Elemental-sensitive Detection of the Chemistry in Batteries through Soft X-ray Absorption Spectroscopy and Resonant Inelastic X-ray Scattering

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基于深度学习的宽带光源X射线吸收光谱使用光子计数探测器.

Zheng Fang1,2, Jingxuan Xu1, Kang Fan1

  • 1Department of Instrumental & Electrical Engineering, Xiamen University, Xiamen 361102, China.

Analytical chemistry
|February 1, 2026
PubMed
概括
此摘要是机器生成的。

光谱变压器纠正高光子流量引起的X射线光谱学扭曲. 这种深度学习框架提高了光谱真实性,提高了材料分类的准确性.

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Biological Samples Preparation for Speciation at Cryogenic Temperature using High-Resolution X-Ray Absorption Spectroscopy
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Multiplex Chemical Imaging Based on Broadband Stimulated Raman Scattering Microscopy
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相关实验视频

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Elemental-sensitive Detection of the Chemistry in Batteries through Soft X-ray Absorption Spectroscopy and Resonant Inelastic X-ray Scattering
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Multiplex Chemical Imaging Based on Broadband Stimulated Raman Scattering Microscopy
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科学领域:

  • 物理 物理学 物理
  • 材料科学 材料科学 材料科学
  • 计算机科学 计算机科学

背景情况:

  • 光子计数探测器提供高分辨率,多能X射线光谱.
  • 在X射线光谱学中,高光子流量会导致光谱扭曲 (堆积,极化).
  • 准确的光谱数据对于材料分析至关重要.

研究的目的:

  • 开发一个深度学习框架来纠正宽带光源X射线吸收光谱 (BL-XAS) 中的光谱扭曲.
  • 为了提高在高光子流量条件下获得的X射线吸收光谱数据的光谱完整性.

主要方法:

  • 拟议的光谱变压器,这是一个深度学习模型,融合了光谱和管流数据.
  • 利用双式映射机制和基于物理的损失函数进行扭曲校正.
  • 开发了一种级联模拟框架,用于生成高保真训练数据,并结合堆积和极化效应.

主要成果:

  • 光谱变压器框架成功地纠正了光谱扭曲.
  • 经过校正的光谱显示出异常的真实性,将KL分歧减少到1.0×10−4.
  • 使用更正的光谱,材料分类的准确性从86.2%大幅提高到95.5%.

结论:

  • 光谱变压器是一种有效的深度学习解决方案,用于BL-XAS中的光谱扭曲校正.
  • 增强的光谱完整性可以提高分析性能和材料分类.
  • 这种方法促进了光子计数探测器在高流量X射线光谱学中的应用.