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Updated: Jan 7, 2026

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从AFM图像中进行未配对学习启用纳米管识别.

Soyoung Na1, Soobin Park1, Younsu Jung2

  • 1Department of Electrical Engineering, Sookmyung Women's University, Seoul, South Korea.

Advanced science (Weinheim, Baden-Wurttemberg, Germany)
|December 26, 2025
PubMed
概括

一种新的深度学习方法准确地从AFM图像中提取单壁碳纳米管 (SWCNT) 形态. 这种技术增强了灵活电子和纳米材料研究的特征.

关键词:
原子力显微镜的原子力显微镜.生成性的对抗性网络.纳米管是一种纳米管.没有配对的培训.

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Atomic Force Microscopy01:08

Atomic Force Microscopy

Atomic force microscopy (AFM) is a type of scanning probe microscopy that can analyze topographic details of various specimens like ceramics, glass, polymers, and biological samples. AFM offers over 1000 times more resolution than the optical imaging system. Images generated from AFM are three-dimensional surface profiles, offering an advantage over the flat, two-dimensional images from other imaging techniques.
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