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相关概念视频

Overview of Electron Microscopy01:25

Overview of Electron Microscopy

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The wavelengths of visible light ultimately limit the maximum theoretical resolution of images created by light microscopes. Most light microscopes can only magnify 1000X, and a few can magnify up to 1500X. Electrons, like electromagnetic radiation, can behave like waves, but with wavelengths of 0.005 nm, they produce significantly greater resolution up to 0.05 nm as compared to 500 nm for visible light. An electron microscope (EM) can create a sharp image that is magnified up to 2,000,000X.
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Transmission Electron Microscopy01:15

Transmission Electron Microscopy

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In 1931, physicist Ernst Ruska—building on the idea that magnetic fields can direct an electron beam just as lenses can direct a beam of light in an optical microscope—developed the first prototype of the electron microscope. This development led to the development of the field of electron microscopy. In the transmission electron microscope (TEM), electrons are produced by a hot tungsten element and accelerated by a potential difference in an electron gun, which gives them up to 400...
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相关实验视频

Updated: May 14, 2025

Single-Digit Nanometer Electron-Beam Lithography with an Aberration-Corrected Scanning Transmission Electron Microscope
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减小偏差校正的发射量II:电子显微镜的基于物理的贝叶斯优化.

Desheng Ma1, Steven E Zeltmann2, Chenyu Zhang1

  • 1School of Applied and Engineering Physics, Cornell University, Ithaca, NY 14853, USA.

Ultramicroscopy
|April 12, 2025
PubMed
概括

我们开发了一种贝叶斯式方法,在扫描传输电子显微镜 (STEM) 中自动纠正偏差. 这种方法使用光束发射和深度神经网络来实现更快,更准确的原子级材料分析.

关键词:
异常纠正的纠正异常纠正的纠正贝叶斯优化是贝叶斯的优化.波束发射的辐射.机器学习是机器学习.传输电子显微镜的使用

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A Robust Single-Particle Cryo-Electron Microscopy cryo-EM Processing Workflow with cryoSPARC, RELION, and Scipion
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Last Updated: May 14, 2025

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A Robust Single-Particle Cryo-Electron Microscopy cryo-EM Processing Workflow with cryoSPARC, RELION, and Scipion
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A Robust Single-Particle Cryo-Electron Microscopy cryo-EM Processing Workflow with cryoSPARC, RELION, and Scipion

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Picometer-Precision Atomic Position Tracking through Electron Microscopy
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Picometer-Precision Atomic Position Tracking through Electron Microscopy

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科学领域:

  • 材料科学 材料科学 材料科学
  • 物理 物理学 物理
  • 电子显微镜电子显微镜

背景情况:

  • 偏差校正扫描传输电子显微镜 (STEM) 对于原子级材料分析至关重要.
  • 手动调整偏差校正器是复杂的,耗时的,容易产生噪音.
  • 精确测量电子显微镜的光学状态是具有挑战性的.

研究的目的:

  • 开发一种完全自动化的贝叶斯方法来纠正STEM中的偏差.
  • 尽量减少光束发射量作为质量指标,相当于偏差校正.
  • 为了提高实现亚斯特罗姆探测器的速度和准确性.

主要方法:

  • 使用贝叶斯优化框架,将光束发射率作为目标函数.
  • 采用深度神经网络来预测来自Ronchigram图像的光束发射率增长.
  • 探索了各种代用函数,并实施了深度神经网络内核以进行优化.

主要成果:

  • 演示了模拟和真实电子显微镜的自动调整.
  • 与传统方法相比,贝叶斯方法实现了更高的融合率.
  • 该方法成功优化了光学状态,从而提高了探头质量.

结论:

  • 开发的贝叶斯方法有效地自动化了STEM偏差校正.
  • 尽量减少光束发射提供了一个高效和准确的质量指标.
  • 这种方法在速度和精度上明显优于传统的调方法.