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Updated: Jul 16, 2025

Resolving Water, Proteins, and Lipids from In Vivo Confocal Raman Spectra of Stratum Corneum through a Chemometric Approach
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Published on: September 26, 2019

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拉曼CMP:一种基于轻量级模型和模型压缩技术的拉曼光谱分类加速方法

Zengyun Gong1, Chen Chen2, Cheng Chen1

  • 1College of Software, Xinjiang University, Urumqi, 830046, Xinjiang, China.

Analytica chimica acta
|September 14, 2023
PubMed
概括

这项研究优化了使用轻量级架构和压缩进行拉曼光谱的深度学习模型,显著提高了矿物识别的分类速度和准确性. 拉曼契约 (RamanCMP) 框架提高了效率,而不会牺牲性能.

关键词:
轻量级的模型轻量级的模型模型的压缩压缩.拉曼光谱法 拉曼光谱法 拉曼光谱法拉曼 拉曼CMP 拉曼CMP 拉曼

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IR Spectroscopy: Hooke's Law Approximation of Molecular Vibration01:16

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A covalently bonded heteronuclear diatomic molecule can be modeled as two vibrating masses connected by a spring. The vibrational frequency of the bond can be expressed using an equation derived from Hooke's law, which describes how the force applied to stretch or compress a spring is proportional to the displacement of the spring. In this case, the atoms behave like masses, and the bond acts like a spring.
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