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相关概念视频

Catalysis02:50

Catalysis

30.1K
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.
30.1K
Factors Influencing the Rate of Chemical Reactions01:22

Factors Influencing the Rate of Chemical Reactions

7.9K
A variety of factors influence the rate of chemical reactions. For a chemical reaction to happen, atoms must collide with enough energy to overcome the repulsion between their electrons. This energy is called activation energy. Factors influencing the rate of reaction either lower the activation energy or increase the likelihood of a successful collision.
Concentration and Pressure:
The more particles present within a given space, the more likely those particles are to bump into one another....
7.9K
Reduction of Alkenes: Asymmetric Catalytic Hydrogenation02:17

Reduction of Alkenes: Asymmetric Catalytic Hydrogenation

3.8K
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...
3.8K
Catalytically Perfect Enzymes01:07

Catalytically Perfect Enzymes

4.9K
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...
4.9K
Introduction to Mechanisms of Enzyme Catalysis01:13

Introduction to Mechanisms of Enzyme Catalysis

10.4K
For many years, scientists thought that enzyme-substrate binding took place in a simple "lock-and-key" fashion. This model stated that the enzyme and substrate fit together perfectly in one instantaneous step. However, current research supports a more refined view scientists call induced fit. The induced-fit model expands upon the lock-and-key model by describing a more dynamic interaction between enzyme and substrate. As the enzyme and substrate come together, their interaction causes...
10.4K
Reduction of Alkenes: Catalytic Hydrogenation02:13

Reduction of Alkenes: Catalytic Hydrogenation

13.9K
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...
13.9K

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相关实验视频

Updated: Jan 14, 2026

Heterogeneous Removal of Water-Soluble Ruthenium Olefin Metathesis Catalyst from Aqueous Media Via Host-Guest Interaction
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Heterogeneous Removal of Water-Soluble Ruthenium Olefin Metathesis Catalyst from Aqueous Media Via Host-Guest Interaction

Published on: August 23, 2018

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用 CatDRX 设计和优化催化剂的反应条件生成模型.

Apakorn Kengkanna1, Yuta Kikuchi1, Takashi Niwa2

  • 1Department of Computer Science, School of Computing, Institute of Science Tokyo, Kanagawa, Japan.

Communications chemistry
|October 23, 2025
PubMed
概括
此摘要是机器生成的。

本研究介绍了CatDRX,这是一种使用生成模型进行催化剂发现的新框架. 它有效地识别和预测各种反应中的催化剂性能,加速化学创新.

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Synthesis and Testing of Supported Pt-Cu Solid Solution Nanoparticle Catalysts for Propane Dehydrogenation
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Fabrication and Testing of Catalytic Aerogels Prepared Via Rapid Supercritical Extraction
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Heterogeneous Removal of Water-Soluble Ruthenium Olefin Metathesis Catalyst from Aqueous Media Via Host-Guest Interaction
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Synthesis and Testing of Supported Pt-Cu Solid Solution Nanoparticle Catalysts for Propane Dehydrogenation
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Fabrication and Testing of Catalytic Aerogels Prepared Via Rapid Supercritical Extraction
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科学领域:

  • 催化剂是一种催化剂.
  • 计算化学计算化学
  • 材料科学 材料科学 材料科学

背景情况:

  • 催化剂设计对于优化化学反应,减少浪费和提高效率至关重要.
  • 目前催化剂发现的生成模型通常仅限于特定的反应类型和预定义的分子碎片.
  • 需要更广泛的方法来探索跨不同反应空间的新型催化剂.

研究的目的:

  • 介绍CatDRX,一种利用反应条件变量自编码器的催化剂发现框架.
  • 为了产生新的催化剂,并预测它们对各种化学反应的性能.
  • 推进化学和制药行业的催化剂设计和发现.

主要方法:

  • 开发了一种反应条件变异自编码器生成模型 (CatDRX).
  • 在大型反应数据库上预先训练模型,并为特定的下游反应进行微调.
  • 基于反应机制和化学知识的综合性质优化和验证.

主要成果:

  • 在预测反应产量和催化活性方面取得了竞争性表现.
  • 成功生成适合特定反应条件的潜在催化剂.
  • 通过各种案例研究证明了框架的有效性.

结论:

  • CatDRX为催化剂设计和发现提供了一种多功能方法.
  • 该框架通过考虑反应组分来促进新型催化剂的识别.
  • 这项工作促进了工业应用的催化剂开发,包括药品.