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March 3, 2026Microchemical Journal1 citations

An analytical approach for discriminative augmentation of LIBS using transformer conditional WGAN-GP

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SJSaifullah JamaliHFHongbo FuHWHuadong WANG

Key Points

  • Improved discriminative augmentation enhances LIBS spectral data processing.
  • Key metrics indicate a significant increase in data quality and accuracy.
  • Analysis using transformer conditional WGAN-GP for refined data augmentation.
  • Suggests potential for better spectral analysis in various applications.],
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Cite This Study

Jamali et al. (2026) studied this question.

synapsesocial.com/papers/69a760aac6e9836116a2da00https://doi.org/10.1016/j.microc.2026.117260
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