Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

Raman Spectroscopy Instrumentation: Overview01:26

Raman Spectroscopy Instrumentation: Overview

1.0K
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...
1.0K
Raman Spectroscopy: Overview01:20

Raman Spectroscopy: Overview

1.4K
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...
1.4K
IR Spectroscopy: Molecular Vibration Overview01:24

IR Spectroscopy: Molecular Vibration Overview

4.5K
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...
4.5K
NMR Spectroscopy of Aromatic Compounds01:14

NMR Spectroscopy of Aromatic Compounds

6.2K
Aromatic compounds can be identified or analyzed using proton NMR and carbon‐13 NMR. Typically, aromatic hydrogens or hydrogens directly bonded to the aromatic rings are strongly deshielded by the aromatic ring current. Therefore, they absorb in the range of 6.5–8.0 ppm in proton NMR spectra. For instance, aromatic hydrogens directly bonded to the benzene ring absorb at 7.3 ppm. However, aromatic hydrogens of larger rings absorb farther upfield or downfield than the ideal range.
6.2K
High-Resolution Mass Spectrometry (HRMS)01:15

High-Resolution Mass Spectrometry (HRMS)

2.3K
The resolution of a mass spectrometer depends on the efficiency of separating ions with different ion masses. The mass of an atom is approximated to the sum of the masses of protons and neutrons inside, considering the masses of protons and neutrons as equal. However, the masses of the proton (1.6726 × 10−24 g) and neutron (1.6749 × 10−24 g) are not truly equal. There is a minor error in the expression of atomic masses relative to the simplest atom of hydrogen. For...
2.3K
IR and UV–Vis Spectroscopy of Aldehydes and Ketones01:29

IR and UV–Vis Spectroscopy of Aldehydes and Ketones

7.3K
Infrared spectroscopy, also known as vibrational spectroscopy, is mainly used to determine the types of bonds and functional groups in molecules. In aldehydes and ketones, the carbonyl (C=O) bond shows an absorption around 1710 cm-1. The C=O bond vibration of an aldehyde occurs at lower frequencies than that of a ketone. In addition to the C=O absorption in an aldehyde, the aldehydic C–H bond also gives two peaks in the 2700–2800 cm-1 range. This absorption, coupled with the...
7.3K

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

Spectroscopic discrimination of bacterial species of variable pathogenicity through explainable machine learning.

Nanoscale·2026
Same author

Critical interplay of defect engineering and plasmonics in hybrid nanostructures for ultrasensitive photo-enhanced Raman spectroscopy.

Nanoscale·2026
Same author

Magnetoelectrically Enhanced Molecular Recognition on Plasmonic Surfaces.

Small (Weinheim an der Bergstrasse, Germany)·2026
Same author

Child Malnutrition and Morbidity in Uttar-Pradesh: An Application of Structural Equation Modeling and Geo-Spatial Analysis.

Maternal and child health journal·2026
Same author

Dynamic Balance between Protein Core and Solvent Shell: Ultrafast Hemin Dynamics Maps Energy Flow in Non-heme Proteins.

The journal of physical chemistry. B·2025
Same author

Recent advances in nanoporous NO<sub><i>x</i></sub> gas sensors: synergizing Raman spectroscopy, IoT, and machine learning for high-performance detection.

Nanoscale·2025

相关实验视频

Updated: Jan 13, 2026

A Multimodal Wide-Field Fourier-Transform Raman Microscope
06:48

A Multimodal Wide-Field Fourier-Transform Raman Microscope

Published on: December 30, 2025

38

生成对抗性 网络驱动的高分辨率拉曼光谱生成,用于准确的分子特征识别.

Vikas Yadav1, Abhay Kumar Tiwari2, Soumik Siddhanta1

  • 1Department of Chemistry, Indian Institute of Technology Delhi, Hauz Khas, New Delhi, 110016, India. soumik@iitd.ac.in.

The Analyst
|October 28, 2025
PubMed
概括

一个生成对抗网络 (GAN) 通过生成高分辨率光谱和减少噪声来增强便携式拉曼光谱. 这有助于改善化合物分类和用于药物识别的光谱条形码.

科学领域:

  • 频谱学和光子学 频谱学和光子学
  • 机器学习和人工智能的人工智能

背景情况:

  • 拉曼光谱学为材料组成和结构提供了洞察力.
  • 便携式光谱仪是可取的,但通常会受到低分辨率和高噪声的影响.
  • 有效的光谱分析和化合物分类在各个领域至关重要.

研究的目的:

  • 将生成对抗网络 (GAN) 与便携式手持光谱仪相集成.
  • 为了生成高分辨率的拉曼光谱并减少背景噪声.
  • 使用便携式设备实现并发的光谱分析和化合物分类.

主要方法:

  • 为拉曼光谱数据开发和应用基于GAN的模型.
  • 使用便携式手持式光谱仪进行数据采集.
  • 训练一个人工神经网络 (ANN) 模型用于分类和光谱条形码.

主要成果:

  • 该GAN模型成功生成了高分辨率的拉曼光谱.
  • 通过GAN模型实现了光谱噪声的显著降低.
  • 综合系统证明了有机和制药分子的准确分类.

结论:

  • GAN和便携式拉曼光谱的协同作用使得高质量的光谱分析成为可能.

更多相关视频

Direct Comparison of Hyperspectral Stimulated Raman Scattering and Coherent Anti-Stokes Raman Scattering Microscopy for Chemical Imaging
09:46

Direct Comparison of Hyperspectral Stimulated Raman Scattering and Coherent Anti-Stokes Raman Scattering Microscopy for Chemical Imaging

Published on: April 28, 2022

4.7K
Ultrafast Time-resolved Near-IR Stimulated Raman Measurements of Functional &#960;-conjugate Systems
09:57

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

Published on: February 10, 2020

7.6K

相关实验视频

Last Updated: Jan 13, 2026

A Multimodal Wide-Field Fourier-Transform Raman Microscope
06:48

A Multimodal Wide-Field Fourier-Transform Raman Microscope

Published on: December 30, 2025

38
Direct Comparison of Hyperspectral Stimulated Raman Scattering and Coherent Anti-Stokes Raman Scattering Microscopy for Chemical Imaging
09:46

Direct Comparison of Hyperspectral Stimulated Raman Scattering and Coherent Anti-Stokes Raman Scattering Microscopy for Chemical Imaging

Published on: April 28, 2022

4.7K
Ultrafast Time-resolved Near-IR Stimulated Raman Measurements of Functional &#960;-conjugate Systems
09:57

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

Published on: February 10, 2020

7.6K
  • 这种方法有助于精确的化合物识别和光谱条形码.
  • 综合系统为实时监控和自动化决策提供了具有成本效益的解决方案.