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Updated: Jul 18, 2026

Characterization of Surface Modifications by White Light Interferometry: Applications in Ion Sputtering, Laser Ablation, and Tribology Experiments
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Published on: February 27, 2013

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使用激光诱导分解光谱学和机器学习 (PLSR,CNN,ResNet和DRSN) 确定激光覆盖的表面硬度

Jiacheng Yang, Linghua Kong, Hongji Ye

    Applied optics
    |April 3, 2024
    PubMed
    概括

    激光诱导分解光谱 (LIBS) 与机器学习相结合,可以准确地估计激光覆盖的表面硬度. 深度残留神经网络 (ResNet) 显示出卓越的性能,达到0.9967.7的R2.

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    相关概念视频

    Confocal Fluorescence Microscopy01:16

    Confocal Fluorescence Microscopy

    Confocal microscopy is an advanced microscopic technique. The prime advantage of the confocal microscope over other microscopy techniques is its ability to block the out-of-focus light from the illuminated samples using pinholes. It is widely used with fluorescence optics to obtain high-resolution, sharp contrast images. Unlike optical microscopes, confocal microscopes use a focused beam of light laser to scan the entire sample surface at different z-planes. These microscopes are, therefore,...