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Mechanoluminescent Visualization of Crack Propagation for Joint Evaluation
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MicrocrackAttention 下一篇: 通过特征可视化使用深度神经网络在波场分析中推进微裂纹检测

Fatahlla Moreh1, Yusuf Hasan2, Bilal Zahid Hussain3

  • 1Department of Geo-Science, Christian Albrechts University, 24118 Kiel, Germany.

Sensors (Basel, Switzerland)
|April 12, 2025
PubMed
概括

这项研究引入了一种改进的深度学习方法,用于检测材料中的微裂. 新型不对称网络有效地解决了数据限制和类不平衡,在微裂纹检测中实现了高精度.

关键词:
在美国,CNN是CNN.声学排放的声音排放.关注注意力注意力注意力注意力功能空间可视化 功能空间可视化微裂纹检测 微裂纹检测 微裂纹检测细分化 细分化的细分化空间时间数据.

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Microcracking in Concrete01:20

Microcracking in Concrete

Microcracking in concrete refers to the tiny cracks that can form within the material even before any external load is applied. These microcracks typically occur at the interface between the coarse aggregate and the hydrated cement paste, often as a result of differential volume changes prompted by variations in stress-strain behavior, as well as thermal and moisture movement. Initially, these microcracks remain stable and do not grow substantially until the concrete is stressed to about 30...