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Updated: Jul 15, 2025

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基于神经网络的反向模型用于扩散反射光谱学

Qing Lan1,2, Ryan G McClarren1,3, Karthik Vishwanath4,5

  • 1Department of Aerospace and Mechanical Engineering, University of Notre Dame, Indiana, USA.

Biomedical optics express
|October 4, 2023
PubMed
概括

这项研究引入了一种新的神经网络方法,可以从分散反射光谱数据中快速准确地确定光学特性. 这种方法为潜在的临床诊断提供了比传统方法更快的替代方案.

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Attenuated total reflectance (ATR) infrared spectroscopy is a powerful analytical technique used to study the composition of materials. It is widely employed in chemistry, materials science, forensic science, and other fields where sample characterization is required. ATR has several advantages over traditional transmission IR spectroscopy, including the requirement of little to no sample preparation and the ability to analyze a wide range of samples.
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A conventional Raman spectrophotometer includes a laser source, a sample holding system, a wavelength selector, and a detector.
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