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DSC-SparseFormer: a lightweight framework for bearing fault diagnosis based on depthwise separable convolution and sparse attention mechanism.

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Title: DSC-SparseFormer: a lightweight framework for bearing fault diagnosis based on depthwise separable convolution and sparse attention mechanism.
Authors: Geng, Ziyao1 (AUTHOR), Zhou, Shihua1,2 (AUTHOR), Ren, Zhaohui1 (AUTHOR) zhhren_neu@126.com, Yu, Tianzhuang1 (AUTHOR), Zhang, Pengsheng1 (AUTHOR)
Source: Nondestructive Testing & Evaluation. May2026, Vol. 41 Issue 5, p2768-2794. 27p.
Database: Academic Search Ultimate
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  Data: <searchLink fieldCode="JN" term="%22Nondestructive+Testing+%26+Evaluation%22">Nondestructive Testing & Evaluation</searchLink>. May2026, Vol. 41 Issue 5, p2768-2794. 27p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=193251668
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        Value: 10.1080/10589759.2025.2517694
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        Text: English
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      – TitleFull: DSC-SparseFormer: a lightweight framework for bearing fault diagnosis based on depthwise separable convolution and sparse attention mechanism.
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            NameFull: Zhou, Shihua
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              Text: May2026
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              Y: 2026
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