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相关概念视频

Hydrogen Bonds00:26

Hydrogen Bonds

109.5K
Hydrogen bonds are weak attractions between atoms that have formed other chemical bonds. One of these atoms is electronegative, like oxygen, and has a partial negative charge. The other is a hydrogen atom that has bonded with another electronegative atom and has a partial positive charge.
Hydrogen Bonds Control the World!
Because hydrogen has very weak electronegativity when it binds with a strongly electronegative atom, such as oxygen or nitrogen, electrons in the bond are unequally shared....
109.5K
Hydrolysis01:15

Hydrolysis

104.4K
Overview
Hydrolysis is a chemical reaction in which the addition of water breaks down a polymer into its simpler monomer units. For example, peptides break into amino acids, carbohydrates into simple sugars, and DNA into nucleotides. Enzymes often facilitate these processes.
Hydrolysis Reverses Dehydration Synthesis
Complex carbohydrates can be broken down by breaking the bonds between individual sugar units. The reaction breaks a glycosidic bond as water is added to the compound. The...
104.4K
Batteries and Fuel Cells03:12

Batteries and Fuel Cells

24.1K
A battery is a galvanic cell that is used as a source of electrical power for specific applications. Modern batteries exist in a multitude of forms to accommodate various applications, from tiny button batteries such as those that power wristwatches to the very large batteries used to supply backup energy to municipal power grids. Some batteries are designed for single-use applications and cannot be recharged (primary cells), while others are based on conveniently reversible cell reactions that...
24.1K
Reduction of Alkenes: Catalytic Hydrogenation02:13

Reduction of Alkenes: Catalytic Hydrogenation

12.4K
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...
12.4K
Non-equilibrium in the Cell01:16

Non-equilibrium in the Cell

4.0K
An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
4.0K
Hydrogen Bonds01:04

Hydrogen Bonds

11.9K
A hydrogen bond is formed when a weakly positive hydrogen atom already bonded to one electronegative atom (for example, the oxygen in the water molecule) is attracted to another electronegative atom from another polar molecule, such as water (H2O), hydrogen fluoride (HF), or ammonia (NH3). The huge electronegativity difference between the H atom (2.1) and the atom to which it is bonded (4.0 for an F atom, 3.5 for an O atom, or 3.0 for an N atom), combined with the very small size of an H atom...
11.9K

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相关实验视频

Updated: May 4, 2026

Quantification of Hydrogen Concentrations in Surface and Interface Layers and Bulk Materials through Depth Profiling with Nuclear Reaction Analysis
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Quantification of Hydrogen Concentrations in Surface and Interface Layers and Bulk Materials through Depth Profiling with Nuclear Reaction Analysis

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"潜水"到储存材料的发现与AI代理人.

Di Zhang1, Xue Jia1, Hung Ba Tran1

  • 1Advanced Institute for Materials Research (WPI-AIMR), Tohoku University Sendai 980-8577 Japan di.zhang.a8@tohoku.ac.jp shin-ichi.orimo.a6@tohoku.ac.jp li.hao.b8@tohoku.ac.jp.

Chemical science
|February 5, 2026
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概括

研究人员开发了一个新的AI工作流程,视觉表达的描述性解释 (DIVE),以从科学论文中提取数据. 这加速了新能源材料的发现,比如固态储存.

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Measuring the Structure, Composition, and Change of Underwater Environments with Large-area Imaging
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Measuring the Structure, Composition, and Change of Underwater Environments with Large-area Imaging

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Quantification of Hydrogen Concentrations in Surface and Interface Layers and Bulk Materials through Depth Profiling with Nuclear Reaction Analysis
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A Simple, Low-cost, and Robust System to Measure the Volume of Hydrogen Evolved by Chemical Reactions with Aqueous Solutions
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科学领域:

  • 材料科学 材料科学 材料科学
  • 人工智能的人工智能
  • 化学 化学 化学

背景情况:

  • 人工智能驱动的材料发现的自主工作流程是不发达的.
  • 从科学文献中提取实验数据,特别是图形元素,是具有挑战性的.
  • 固态储存材料对于清洁能源技术至关重要.

研究的目的:

  • 开发人工智能工作流程,从科学文献中提取和组织实验数据.
  • 提高能源材料数据提取的准确性和覆盖范围.
  • 建立一个快速的反向设计人工智能工作流程来提出新的材料.

主要方法:

  • 视觉表达的描述性解释 (DIVE) 多代理工作流程的开发.
  • 从科学文献中的图形元素系统地阅读和组织实验数据.
  • 应用到固态存材料使用一个精心策划的数据库超过30,000条目从>4000出版物.

主要成果:

  • DIVE显著提高了固态存材料的数据提取精度和覆盖范围.
  • 在数据提取方面,DIVE比商业模型提高了10-15%,比开源模型提高了30%以上.
  • 建立了一个AI工作流,能够在几分钟内提出新材料.

结论:

  • DIVE 工作流提供了一个可扩展的途径,用于加速材料发现.
  • 多式人工智能代理可以将文献嵌入的科学知识转化为可操作的创新.
  • 这种端到端的范式在能源材料研究和化学方面推进了人工智能.