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Updated: Feb 28, 2026

Author Spotlight: Unveiling the Potential of VSFG Microscopy in Studying Mesoscopically Heterogeneous Self-Assembled Structures
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基于FTIR光谱检测分子中的功能组的二进制分类器的SHAP解释模型

Tomasz Urbańczyk1, Jakub Bożek2, Jarosław Koperski1

  • 1Smoluchowski Institute of Physics, Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, Łojasiewicza 11, 30-348 Krakow, Poland.

International journal of molecular sciences
|February 27, 2026
PubMed
概括

像CNN-KAN这样的深度学习模型可以使用SHAP值来解释他们的决定来理解. 这项研究证实CNN-KAN对FTIR光谱的决定与已建立的化学组检测原则保持一致.

关键词:
这些都是FTIR频谱.这就是为什么KAN KAN KAN KAN.可以解释的人工智能AI函数组是指功能组中的函数组.神经网络的神经网络的神经网络

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