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相关概念视频

Polymers02:34

Polymers

35.7K
The word polymer is derived from the Greek words “poly” which means “many” and “mer” which means “parts”. Polymers are long chains of molecules composed of repeating units of smaller molecules, known as monomers. They either occur naturally, such as DNA and proteins, or can be constructed synthetically, like plastics. They have varied structural characteristics, such as linear chains, branched chains, or complex networks, that contribute to the...
35.7K
Polymer Classification: Stereospecificity01:26

Polymer Classification: Stereospecificity

2.4K
Polymerization generates chiral centers along the entire backbone of a polymer chain. Accordingly, the stereochemistry of the substituent group has a significant effect on polymer properties. Polymers formed from monosubstituted alkene monomers feature chiral carbons at every alternate position in the polymer backbone. Relative to the predominant orientation of substituents at the adjacent chiral carbons, the polymer can exist in three different configurations: isotactic, syndiotactic, and...
2.4K
Characteristics and Nomenclature of Homopolymers01:00

Characteristics and Nomenclature of Homopolymers

3.0K
Polymers that are made up of identical monomer units are called homopolymers. Only one repeating unit is involved in the construction of the homopolymer structure. For example, as depicted in Figure 1, polypropylene is a homopolymer constituted of propylene monomers. Here, the only repeating unit in the polymer chain is propylene.
3.0K
Molecular Models02:00

Molecular Models

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Physical models representing molecular architectures of chemical compounds play essential roles in understanding chemistry. The use of molecular models makes it easier to visualize the structures and shapes of atoms and molecules.
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Polymer Classification: Architecture01:14

Polymer Classification: Architecture

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Polymers are classified as linear or branched on the basis of their chain architecture. The polymer chains in linear polymers have a long chain-like structure with minimal to no branching at all. Even if a polymer features large substituent groups on the monomer, which appear as branches to the skeleton, it is not considered a branched polymer. A branched polymer contains secondary polymer chains that arise from the main polymer chain. The branching occurs when the polymer growth shifts from...
2.7K
Ziegler–Natta Chain-Growth Polymerization: Overview01:17

Ziegler–Natta Chain-Growth Polymerization: Overview

3.3K
Ziegler–Natta polymerization is another form of addition or chain‐growth polymerization used for synthesizing linear polymers over branched polymers. The catalyst used for polymerization is the Ziegler–Natta catalyst, named after Karl Ziegler and Giulio Natta, who developed it in 1953. This catalyst is an organometallic complex of titanium tetrachloride and triethyl aluminum, with the active form of the catalyst being an alkyl titanium compound. Using the Ziegler–Natta...
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相关实验视频

Updated: Jun 27, 2025

Interactive Molecular Model Assembly with 3D Printing
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Interactive Molecular Model Assembly with 3D Printing

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使用聚合物特定解码器创建分子结构表示的协议.

Yannik Köster1, Julian Kimmig1, Stefan Zechel1

  • 1Laboratory of Organic and Macromolecular Chemistry (IOMC), Friedrich Schiller University Jena, Humboldstr. 10, 07743 Jena, Germany; Jena Center for Soft Matter (JCSM), Friedrich Schiller University Jena, Philosophenweg 7, 07743 Jena, Germany.

STAR protocols
|May 3, 2024
PubMed
概括
此摘要是机器生成的。

这项研究引入了一种聚合物特定的解码器,用于生成用于机器学习的聚合物指纹 (PFP). 这种方法可以使用人工神经网络来预测聚合物特性.

关键词:
化学 化学 化学计算机科学 计算机科学材料科学 材料科学

更多相关视频

Synthesis of Information-bearing Peptoids and their Sequence-directed Dynamic Covalent Self-assembly
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Synthesis of Information-bearing Peptoids and their Sequence-directed Dynamic Covalent Self-assembly

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Depolymerizable Olefinic Polymers Based on Fused-Ring Cyclooctene Monomers
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Depolymerizable Olefinic Polymers Based on Fused-Ring Cyclooctene Monomers

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相关实验视频

Last Updated: Jun 27, 2025

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06:15

Interactive Molecular Model Assembly with 3D Printing

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Synthesis of Information-bearing Peptoids and their Sequence-directed Dynamic Covalent Self-assembly
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Synthesis of Information-bearing Peptoids and their Sequence-directed Dynamic Covalent Self-assembly

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Depolymerizable Olefinic Polymers Based on Fused-Ring Cyclooctene Monomers
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Depolymerizable Olefinic Polymers Based on Fused-Ring Cyclooctene Monomers

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科学领域:

  • 聚合物化学 聚合物化学
  • 计算化学的计算化学
  • 材料科学 材料科学 材料科学

背景情况:

  • 机器学习需要标准化化学结构表示.
  • 现有的方法可能无法充分捕捉聚合物特定的结构细微差别.

研究的目的:

  • 提出一个用于生成聚合物指纹 (PFPs) 的协议.
  • 为了使机器学习在聚合物科学中的应用.
  • 为了促进聚合物特性预测.

主要方法:

  • 开发和利用一个聚合物特定的解码器.
  • 概述软件安装和应用程序.
  • 描述用于机器学习的数据处理,分析和集成.
  • 解释人工神经网络用于财产预测的使用.

主要成果:

  • 建立了一个生成聚合物指纹 (PFP) 的协议.
  • 该方法允许处理和分析聚合物结构数据.
  • 展示了与机器学习工作流程的集成.
  • 人工神经网络可以根据PFPs预测聚合物特性.

结论:

  • 开发的协议提供了一个强大的方法来生成聚合物表示.
  • 这便于机器学习用于聚合物性质预测的应用.
  • 该协议支持数据驱动的聚合物研究的进步.