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

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

IR Spectroscopy: Hooke's Law Approximation of Molecular Vibration

1.4K
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...
1.4K
Raman Spectroscopy: Overview01:20

Raman Spectroscopy: Overview

474
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...
474
IR Spectroscopy: Molecular Vibration Overview01:24

IR Spectroscopy: Molecular Vibration Overview

2.5K
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...
2.5K
Infrared (IR) Spectroscopy: Overview01:09

Infrared (IR) Spectroscopy: Overview

1.9K
When electromagnetic radiation passes through a material, atoms or molecules transition from a lower to a higher energy state by absorbing radiation corresponding to the energy difference between the two states. The absorption of infrared (IR) radiation causes transitions between vibrational energy levels in a molecule. Therefore, IR spectroscopy is a useful analytical tool for determining the molecular structure of molecules.
Different compounds display unique properties due to their...
1.9K
Applications of IR Spectroscopy: Overview01:11

Applications of IR Spectroscopy: Overview

818
The non-destructive nature and ability to provide valuable chemical information make IR spectroscopy a versatile technique with broad applications in various scientific and industrial fields. IR spectroscopy is commonly used to identify and characterize organic and inorganic compounds. It provides information about the functional groups present in a molecule and the bonding between atoms. This helps in the structural elucidation of compounds during organic synthesis, pharmaceutical research,...
818
Polymers: Molecular Weight Distribution01:10

Polymers: Molecular Weight Distribution

3.5K
For any given polymer, the weight average molecular weight (Mw) is higher than, if not equal to, the number average molecular weight (Mn). The only situation in which the weight average molecular weight and the number average molecular weight are equal is when a polymer consists only of chains with equal molecular weight. However, this never happens in a synthetic polymer, since it is difficult to control the polymerization process up to a molecular level with accuracy to a hundred percent.
3.5K

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

Factors Influencing Exclusive Breastfeeding During the Postpartum Period: A Mixed-Methods Study.

Nutrients·2025
Same author

A Diagnosis-Based Siamese Network for Fault Detection Through Transfer Learning.

Journal of chemical information and modeling·2025
Same author

Upcycling glycerol into succinic acid: sustainable integration with biodiesel mills.

Bioresource technology·2025
Same author

Mixed Methods Studies on Breastfeeding: A Scoping Review.

Healthcare (Basel, Switzerland)·2025
Same author

Can Focusing on One Deep Learning Architecture Improve Fault Diagnosis Performance?

Journal of chemical information and modeling·2025
Same author

Model for predicting drug resistance based on the clinical profile of tuberculosis patients using machine learning techniques.

PeerJ. Computer science·2024

相关实验视频

Updated: Jul 28, 2025

Author Spotlight: Advances in Nanoscale Infrared Spectroscopy to Explore Multiphase Polymeric Systems
06:54

Author Spotlight: Advances in Nanoscale Infrared Spectroscopy to Explore Multiphase Polymeric Systems

Published on: June 23, 2023

879

以红外光谱为数据驱动的聚合物表征的框架.

João G Neto1, Douglas A Simon2, Karla Figueiredo3

  • 1Department of Chemical and Materials Engineering, Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro, 22451-900, RJ, Brazil.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy
|June 3, 2023
PubMed
概括
此摘要是机器生成的。

自动化红外光谱解释对于微塑料的识别至关重要. 这项研究开发了一个强大的聚合物识别框架,在聚烯检测中达到94.8%的准确性.

关键词:
算法算法是一种算法.人工智能的人工智能是人工智能.红外光谱学 红外光谱学 红外光谱学机器学习是机器学习.微聚合物微聚合物聚合物表征 聚合物表征

更多相关视频

Characterization of Synthetic Polymers via Matrix Assisted Laser Desorption Ionization Time of Flight MALDI-TOF Mass Spectrometry
06:56

Characterization of Synthetic Polymers via Matrix Assisted Laser Desorption Ionization Time of Flight MALDI-TOF Mass Spectrometry

Published on: June 10, 2018

25.4K
Polymer Microarrays for High Throughput Discovery of Biomaterials
13:37

Polymer Microarrays for High Throughput Discovery of Biomaterials

Published on: January 25, 2012

14.6K

相关实验视频

Last Updated: Jul 28, 2025

Author Spotlight: Advances in Nanoscale Infrared Spectroscopy to Explore Multiphase Polymeric Systems
06:54

Author Spotlight: Advances in Nanoscale Infrared Spectroscopy to Explore Multiphase Polymeric Systems

Published on: June 23, 2023

879
Characterization of Synthetic Polymers via Matrix Assisted Laser Desorption Ionization Time of Flight MALDI-TOF Mass Spectrometry
06:56

Characterization of Synthetic Polymers via Matrix Assisted Laser Desorption Ionization Time of Flight MALDI-TOF Mass Spectrometry

Published on: June 10, 2018

25.4K
Polymer Microarrays for High Throughput Discovery of Biomaterials
13:37

Polymer Microarrays for High Throughput Discovery of Biomaterials

Published on: January 25, 2012

14.6K

科学领域:

  • 环境科学 环境科学
  • 分析化学 分析化学
  • 材料科学 材料科学 材料科学

背景情况:

  • 红外光谱的手动解释用于微塑料的识别是耗时且不太准确的,特别是对于复杂的样品.
  • 经过气候变化和多元组件微塑料由于与参考标签的光谱偏差而存在挑战.

研究的目的:

  • 开发一种自动化的参考建模框架,用于使用红外光谱处理识别聚合物.
  • 解决目前微塑料识别方法的局限性,特别是对于复杂的环境样本.

主要方法:

  • 开发和评估了308个模型,使用各种预处理和参数设置.
  • 利用多层感知器和长期短期记忆神经网络架构.
  • 专注于聚烯 (PP) 识别作为一个案例研究,使用 579 个光谱的数据库.

主要成果:

  • 最好的模型在交叉验证标准偏差内实现了94.8%的测试准确性,用于在交叉验证标准偏差内识别聚烯.
  • 证明了框架在处理光谱变化的稳定性.

结论:

  • 开发的框架为微塑料识别提供了一个有前途的自动化解决方案.
  • 该方法可以扩展到识别微塑料样本中的其他聚合物.