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相关概念视频

Recrystallization: Solid–Solution Equilibria01:10

Recrystallization: Solid–Solution Equilibria

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Recrystallization is a purification technique used to separate impurities from solid compounds. In this technique, no chemical reactions occur. Instead, it exploits physical properties only, specifically, the solubility differences between the desired compound and impurities, either at a single temperature or at different temperatures, and under other selected conditions. The solid-solution equilibrium (solubility equilibrium) of each component in the solution represents a binary phase...
2.0K
Crystal Growth: Principles of Crystallization01:25

Crystal Growth: Principles of Crystallization

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Crystallization is a phase transformation process in which crystals are precipitated from a supersaturated solution or formed from other sources. During crystallization, atoms or molecules arrange themselves into a well-defined, rigid crystal lattice to minimize energy.
Initiating crystallization involves manipulating the concentration of the solute and the temperature of the solution. Since crystal growth occurs when the ratio of concentration and solubility of the solute in the solvent...
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X-ray Diffraction of Biological Samples01:10

X-ray Diffraction of Biological Samples

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X-ray diffraction or XRD is an analytical tool that utilizes X-rays to study ordered structures such as crystalline organic and inorganic samples, polycrystalline materials, proteins, carbohydrates, and drugs.
According to Bragg's law, when X-rays strike the sample positioned on a stage, the rays are  scattered by the electron clouds around the sample atoms. The  X-ray diffraction or scattering is caused by constructive interference of the X-ray waves that reflect off the internal...
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Polymer Classification: Crystallinity01:21

Polymer Classification: Crystallinity

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Unlike ionic or small covalent molecules, polymers do not form crystalline solids due to the diffusion limitations of their long-chain structures. However, polymers contain microscopic crystalline domains separated by amorphous domains.
Crystalline domains are the regions where polymer chains are aligned in an orderly manner and held together in proximity by intermolecular forces. For example, chains in the crystalline domains of polyethylene and nylon are bound together by van der Waals...
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相关实验视频

Updated: Jan 9, 2026

Crystallization of Proteins on Chip by Microdialysis for In Situ X-ray Diffraction Studies
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Crystallization of Proteins on Chip by Microdialysis for In Situ X-ray Diffraction Studies

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晶体无机相的概率分离

Daniel Ritchie1,2, Michael W Gaultois1,2, Vladimir V Gusev1,3

  • 1Leverhulme Research Centre for Functional Materials Design, Materials Innovation Factory, 51 Oxford Street, Liverpool L7 3NY, U.K.

Journal of chemical information and modeling
|December 4, 2025
PubMed
概括

晶体无机相的概率隔离 (PICIP) 自动化了未知晶体材料的隔离. 该工具通过从实验数据中准确识别未知的相组合来加速材料发现.

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Growing Protein Crystals with Distinct Dimensions Using Automated Crystallization Coupled with In Situ Dynamic Light Scattering
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Methods of Ex Situ and In Situ Investigations of Structural Transformations: The Case of Crystallization of Metallic Glasses
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科学领域:

  • 材料科学 材料科学 材料科学
  • 晶体学 晶体学是指结晶学.
  • 计算化学的计算化学

背景情况:

  • 识别未知的晶体相对于材料发现至关重要.
  • 目前用于隔离未知的相的方法可能是耗时和劳动密集的.
  • 自动化这个过程可以显著加速新材料的探索.

研究的目的:

  • 介绍结晶无机相的概率隔离 (PICIP),一种新的计算工具.
  • 为了自动隔离未知晶体无机相,实验检测到.
  • 为了加速材料发现的整体过程.

主要方法:

  • 使用样本和已知的相组合,PICIP推断出未知的相组合.
  • 一个新的算法估计了线性组成相位空间的概率密度.
  • 代采样策略改进目标成分以提高准确性.
  • 像电荷中立性这样的化学约束减少了相位空间的维度.

主要成果:

  • 模拟显示,在四个连续样本后,未知相的中位纯度> 90%.
  • PICIP对阶段量化的实验误差 (高达13%的重量) 有很强的耐受性.
  • 该工具可以识别具有显著实验错误的场景.

结论:

  • PICIP提供了一种自动化,高效的方法来隔离未知的晶体相.
  • 概率方法提高了材料发现工作流程的准确性和稳定性.
  • 该工具支持传统和高通量实验方法.