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相关概念视频

Raman Spectroscopy: Overview01:20

Raman Spectroscopy: Overview

618
The underlying principle of Raman spectroscopy is based on the interaction between light and matter, specifically molecules' inelastic scattering of photons. When a monochromatic beam of light, typically from a laser source, interacts with a sample, most scattered light has the same frequency as the incident light. This is known as Rayleigh scattering.
However, a small fraction of the scattered light exhibits a frequency shift due to the exchange of energy between the incident photons and...
618
Raman Spectroscopy Instrumentation: Overview01:26

Raman Spectroscopy Instrumentation: Overview

537
A conventional Raman spectrophotometer includes a laser source, a sample holding system, a wavelength selector, and a detector.
The monochromatic laser source, typically using visible or near-infrared radiation, generates a highly focused beam of light. This light interacts with the molecules of the sample, scattering some of the light. Liquid and gaseous samples are usually tested in ordinary glass capillaries, while solids can be analyzed as powders packed in capillaries or as potassium...
537
IR Spectroscopy: Hooke's Law Approximation of Molecular Vibration01:16

IR Spectroscopy: Hooke's Law Approximation of Molecular Vibration

1.7K
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.
According to Hooke's law, the vibrational frequency is directly proportional to...
1.7K
IR Spectroscopy: Molecular Vibration Overview01:24

IR Spectroscopy: Molecular Vibration Overview

2.9K
When Infrared (IR) radiation passes through a covalently bonded molecule, the bonds transition from lower to higher vibrational levels. The fundamental vibrational motions that result in infrared absorption can be classified as stretching or bending vibrations.
Stretching vibrations are vibrational motions that occur along the bond line, changing the bond length or distance between two bonded atoms. They are further distinguished as symmetric or asymmetric. In symmetric stretching, the...
2.9K
Calibration Curves: Linear Least Squares01:20

Calibration Curves: Linear Least Squares

2.3K
A calibration curve is a plot of the instrument's response against a series of known concentrations of a substance. This curve is used to set the instrument response levels, using the substance and its concentrations as standards. Alternatively, or additionally, an equation is fitted to the calibration curve plot and subsequently used to calculate the unknown concentrations of other samples reliably.
For data that follow a straight line, the standard method for fitting is the linear...
2.3K
Molecular Spectroscopy: Absorption and Emission01:14

Molecular Spectroscopy: Absorption and Emission

3.4K
Molecules possess discrete energy levels called quantum states. Unlike atoms, which have simpler energy levels, molecules possess additional rotational and vibrational energy levels.  Each energy level is separated by an energy gap, with the gaps between adjacent electronic, vibrational, and rotational levels varying significantly. The three types of energy levels in a diatomic molecule are shown in Figure 1.
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相关实验视频

Updated: Sep 16, 2025

Ultrafast Time-resolved Near-IR Stimulated Raman Measurements of Functional π-conjugate Systems
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Ultrafast Time-resolved Near-IR Stimulated Raman Measurements of Functional π-conjugate Systems

Published on: February 10, 2020

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对于拉曼模型校准的合成光谱库.

Louis V Hellequin1,2, Vicent J Borràs1, Patrick Romann3

  • 1University of Applied Sciences Northwestern Switzerland FHNW, Muttenz, Switzerland.

Analytical and bioanalytical chemistry
|July 8, 2025
PubMed
概括
此摘要是机器生成的。

这项研究引入了in silico spiking,以创建用于拉曼光谱的合成光谱库. 这种新的方法大大降低了构建生物过程预测模型的时间和成本.

关键词:
红外光谱学/拉曼光谱学建模建模模型是什么过程分析技术 过程分析技术综合数据 综合数据

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Resolving Water, Proteins, and Lipids from In Vivo Confocal Raman Spectra of Stratum Corneum through a Chemometric Approach
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Resolving Water, Proteins, and Lipids from In Vivo Confocal Raman Spectra of Stratum Corneum through a Chemometric Approach

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Multiplex Chemical Imaging Based on Broadband Stimulated Raman Scattering Microscopy
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Multiplex Chemical Imaging Based on Broadband Stimulated Raman Scattering Microscopy

Published on: July 25, 2022

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相关实验视频

Last Updated: Sep 16, 2025

Ultrafast Time-resolved Near-IR Stimulated Raman Measurements of Functional π-conjugate Systems
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Resolving Water, Proteins, and Lipids from In Vivo Confocal Raman Spectra of Stratum Corneum through a Chemometric Approach
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Multiplex Chemical Imaging Based on Broadband Stimulated Raman Scattering Microscopy
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科学领域:

  • 分析化学 分析化学
  • 频谱学是一种光谱学.
  • 生物技术是生物技术.

背景情况:

  • 拉曼光谱对于生物处理中的过程分析技术 (PAT) 有价值.
  • 对于拉曼光谱的模型构建目前是耗时且昂贵的.

研究的目的:

  • 探索使用in silico spiking来创建合成光谱库 (SSL).
  • 为了减少与拉曼光谱模型构建相关的成本和时间.

主要方法:

  • 开发了一个快速校准工作流程,使用与水混合的物理纯化合物.
  • 用于各种分析物的纯光谱指纹的化.
  • 通过融合哺乳动物细胞培养谱,矩阵可变性和纯成分谱,创建了一个SSL.

主要成果:

  • 在in silico spiking生成的光谱数据与物理spiking可比.
  • 该SSL方法有效地减少了模型构建成本和时间.
  • 创建了一个丰富的信息丰富的光谱图书馆.

结论:

  • In silico spiking 是一种可行且高效的方法来增强拉曼校准.
  • 这种方法为生物过程监测中的回归算法提供了坚实的基础.
  • 合成光谱库方法显著改善了拉曼光谱模型开发.