A theoretical and deep learning hybrid model for predicting surface roughness of diamond-turned polycrystalline materials

Polycrystalline materials are extensively employed in industry. Its surface roughness significantly affects the working performance. Material defects, particularly grain boundaries, have a great impact on the achieved surface roughness of polycrystalline materials. However, it is difficult to establ...

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Bibliographic Details
Main Authors: Chunlei He, Jiwang Yan, Shuqi Wang, Shuo Zhang, Guang Chen, Chengzu Ren
Format: Article
Language:English
Published: IOP Publishing 2023-01-01
Series:International Journal of Extreme Manufacturing
Subjects:
Online Access:https://doi.org/10.1088/2631-7990/acdb0a