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Yingke Huang

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Articles

Restrfcn: a transformer‐enhanced machine learning framework for automated nanofiber texture analysis in heterogeneous nanocomposites

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By Siwei Yang, Chenglong Zhang, Yingke Huang
| Wiley Online Library Verified
Wide-angle X-ray diffraction is a crucial technique for probing the nanoscale texture and strain gradient of nanofiber-based composite materials, particularly in determining the 3D orientation distribution of crystalline nanofiber networks. However, extracting 3D orientation information of nanofibers from diffraction patterns remains a significant challenge, especially when dealing with diffraction patterns resulting from multiple fiber sets.
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