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相关概念视频

Catalysis02:50

Catalysis

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The presence of a catalyst affects the rate of a chemical reaction. A catalyst is a substance that can increase the reaction rate without being consumed during the process. A basic comprehension of a catalysts’ role during chemical reactions can be understood from the concept of reaction mechanisms and energy diagrams.
26.7K
Reduction of Alkenes: Asymmetric Catalytic Hydrogenation02:17

Reduction of Alkenes: Asymmetric Catalytic Hydrogenation

3.2K
Catalytic hydrogenation of alkenes is a transition-metal catalyzed reduction of the double bond using molecular hydrogen to give alkanes. The mode of hydrogen addition follows syn stereochemistry.
The metal catalyst used can be either heterogeneous or homogeneous. When hydrogenation of an alkene generates a chiral center, a pair of enantiomeric products is expected to form. However, an enantiomeric excess of one of the products can be facilitated using an enantioselective reaction or an...
3.2K
Reduction of Alkenes: Catalytic Hydrogenation02:13

Reduction of Alkenes: Catalytic Hydrogenation

11.8K
Alkenes undergo reduction by the addition of molecular hydrogen to give alkanes. Because the process generally occurs in the presence of a transition-metal catalyst, the reaction is called catalytic hydrogenation.
Metals like palladium, platinum, and nickel are commonly used in their solid forms — fine powder on an inert surface. As these catalysts remain insoluble in the reaction mixture, they are referred to as heterogeneous catalysts.
The hydrogenation process takes place on the...
11.8K
Catalytically Perfect Enzymes01:07

Catalytically Perfect Enzymes

3.9K
The theory of catalytically perfect enzymes was first proposed by W.J. Albery and J. R. Knowles in 1976. These enzymes catalyze biochemical reactions at high-speed. Their catalytic efficiency values range from 108-109 M-1s-1. These enzymes are also called 'diffusion-controlled' as the only rate-limiting step in the catalysis is that of the substrate diffusion into the active site. Examples include triose phosphate isomerase, fumarase, and superoxide dismutase.
 
Most enzymes...
3.9K
Reduction of Benzene to Cyclohexane: Catalytic Hydrogenation01:28

Reduction of Benzene to Cyclohexane: Catalytic Hydrogenation

4.3K
Unlike the easy catalytic hydrogenation of an alkene double bond, hydrogenation of a benzene double bond under similar reaction conditions does not take place easily. For example, in the reduction of stilbene, the benzene ring remains unaffected while the alkene bond gets reduced. Hydrogenation of an alkene double bond is exothermic and a favorable process. In contrast, to hydrogenate the first unsaturated bond of benzene, an energy input is needed; that is, the process is endothermic. This is...
4.3K
Reduction of Alkynes to cis-Alkenes: Catalytic Hydrogenation02:24

Reduction of Alkynes to cis-Alkenes: Catalytic Hydrogenation

7.6K
Introduction
Like alkenes, alkynes can be reduced to alkanes in the presence of transition metal catalysts such as Pt, Pd, or Ni. The reaction involves two sequential syn additions of hydrogen via a cis-alkene intermediate.
7.6K

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相关实验视频

Updated: Jun 6, 2025

Synthesis and Testing of Supported Pt-Cu Solid Solution Nanoparticle Catalysts for Propane Dehydrogenation
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Synthesis and Testing of Supported Pt-Cu Solid Solution Nanoparticle Catalysts for Propane Dehydrogenation

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用于异质催化剂的生成预训练变压器

Dong Hyeon Mok1, Seoin Back1

  • 1Department of Chemical and Biomolecular Engineering, Institute of Emergent Materials, Sogang University, Seoul 04107, Republic of Korea.

Journal of the American Chemical Society
|November 22, 2024
PubMed
概括

我们开发了一种基于变压器的语言模型, 这种人工智能工具通过为特定应用程序 (如氧化减少反应) 创建多样而准确的材料设计, 加快了催化剂的发现.

科学领域:

  • 化学学
  • 材料科学
  • 人工智能

背景情况:

  • 发现新材料对化学和材料科学至关重要.
  • 传统的方法如试错和机器学习被用于材料设计.
  • 基于变压器的语言模型显示出产生新材料结构的前景.

研究的目的:

  • 引入催化剂生成预训练变压器 (CatGPT) 用于无机催化剂的发现.
  • 证明CatGPT能够产生有效和准确的催化剂结构.
  • 通过文本调节和微调来展示CatGPT的灵活性.

主要方法:

  • 在大量无机催化剂结构的数据集上训练了一个基于变压器的语言模型 (CatGPT).
  • 使用文本调节和微调来引导催化剂生成.
  • 应用微调对二元合金催化剂数据集用于氧降解反应 (ORR) 选.

主要成果:

  • CatGPT成功地产生了有效和准确的无机催化剂结构.
  • 该模型在扩大材料的化学空间方面表现出很高的性能.
  • 微调使得专门用于二电子氧降解反应 (2e-ORR) 的催化剂产生.

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Synthesis of Metal Nanoparticles Supported on Carbon Nanotube with Doped Co and N Atoms and its Catalytic Applications in Hydrogen Production
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HKUST-1 as a Heterogeneous Catalyst for the Synthesis of Vanillin
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HKUST-1 as a Heterogeneous Catalyst for the Synthesis of Vanillin
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HKUST-1 as a Heterogeneous Catalyst for the Synthesis of Vanillin

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结论:

  • 像CatGPT这样的生成语言模型是加速催化剂发现的强大工具.
  • CatGPT提供了一个探索各种催化剂结构的基础模型.
  • 这种方法有很大的潜力发现具有理想性质的新材料.