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Updated: Feb 1, 2026

Multicolor Fluorescence Detection for Droplet Microfluidics Using Optical Fibers
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Multicolor Fluorescence Detection for Droplet Microfluidics Using Optical Fibers

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分数级神经网络用于检测光纤电缆制造过程中的过程偏差

Zbigniew Gomolka1, Ewa Zeslawska2, Lukasz Olbrot3

  • 1Faculty of Exact and Technical Sciences, Institute of Computer Science, University of Rzeszow, 16C Tadeusza Rejtana Avenue, 35-959, Rzeszow, Poland. zgomolka@ur.edu.pl.

Scientific reports
|January 30, 2026
PubMed
概括

这项研究引入了一种新的微分衍生长短期记忆 (FD-LSTM) 模型,用于光纤电缆制造中的异常检测. 先进的模型显著改善了微妙的过程偏差的识别,提高了产品质量和降低了成本.

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