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相关概念视频

Accelerating Fluids01:17

Accelerating Fluids

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When a fluid is in constant acceleration, the pressure and buoyant force equations are modified. Suppose a beaker is placed in an elevator accelerating upward with a constant acceleration, a. In the beaker, assume there is a thin cylinder of height h with an infinitesimal cross-sectional area, ΔS.
The motion of the liquid within this infinitesimal cylinder is considered to obtain the pressure difference. Three vertical forces act on this liquid:
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Step-Growth Polymerization: Overview01:03

Step-Growth Polymerization: Overview

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Step-growth or condensation polymerization is a stepwise reaction of bi or multifunctional monomers to form long-chain polymers. As all the monomers are reactive, most of the monomers are consumed at the early stages of the reaction to form small chains of reactive oligomers, which then combine to form long polymer chains in the late stages. Hence, the reaction has to proceed for a long time to achieve high molecular weight polymers.
Many natural and synthetic polymers are produced by...
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Distribution of Molecular Speeds01:27

Distribution of Molecular Speeds

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The motion of molecules in a gas is random in magnitude and direction for individual molecules, but a gas of many molecules has a predictable distribution of molecular speeds. This predictable distribution of molecular speeds is known as the Maxwell-Boltzmann distribution. The distribution of molecular speeds in liquids is comparable to that of gases but not identical and can help to understand the phenomenon of the boiling and vapor pressure of a liquid. Consider that a molecule requires a...
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Atomic Force Microscopy01:08

Atomic Force Microscopy

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Atomic force microscopy (AFM) is a type of scanning probe microscopy that can analyze topographic details of various specimens like ceramics, glass, polymers, and biological samples. AFM offers over 1000 times more resolution than the optical imaging system. Images generated from AFM are three-dimensional surface profiles, offering an advantage over the flat, two-dimensional images from other imaging techniques.
The AFM Probe
The probe is regarded as the heart of any AFM setup and comprises the...
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The Scientific Method02:40

The Scientific Method

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Research is what makes the difference between facts and opinions. Facts are observable realities, and opinions are personal judgments, conclusions, or attitudes that may or may not be accurate. In the scientific community, facts can be established only using evidence collected through empirical research.
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Ampere's Law in Matter01:22

Ampere's Law in Matter

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The total current density in magnetized material is the sum of the free and bound current densities. The free current arises due to the motion of free electrons within the material, while the bound current arises due to the alignment of magnetic dipole moments.
The differential form of Ampere's law in vacuum states that the curl of the magnetic field equals the permeability times the current density. In a magnetized material, the law is modified to incorporate the free and bound current...
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Novel 3D/VR Interactive Environment for MD Simulations, Visualization and Analysis
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通过材料项目加速数据驱动的材料科学.

Matthew K Horton1,2, Patrick Huck1, Ruo Xi Yang1

  • 1Materials Science Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.

Nature materials
|July 3, 2025
PubMed
概括
此摘要是机器生成的。

材料项目通过使用高通量计算和开放数据加速材料发现. 这一平台对于研究人员来说已经变得至关重要,它促进了数据驱动材料科学的更具协作性和可访问性的领域.

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科学领域:

  • 材料科学 材料科学 材料科学
  • 计算科学 计算科学
  • 数据科学数据科学数据科学

背景情况:

  • 材料项目成立于2011年,旨在推动材料的发现.
  • 它已经发展成为全球超过60万名材料研究人员的关键资源.
  • 该项目利用高通量计算和开放数据原则.

研究的目的:

  • 描述材料项目的对数据驱动材料科学的影响.
  • 突出其作为数据平台和软件生态系统的作用.
  • 讨论其对可持续软件和协作研究的贡献.

主要方法:

  • 使用高通量计算来进行材料属性预测.
  • 开发和维护一个开源软件生态系统.
  • 聚合并提供对材料数据的开放访问.

主要成果:

  • 通过计算方法加速材料设计.
  • 促进了功能材料的发现和理解.
  • 通过基础设施和应用程序更新支持不断增长的用户群.

结论:

  • 材料项目已经显著塑造了数据驱动的材料科学.
  • 持续开发旨在提高可访问性和协作.
  • 通过开放数据实现材料知识的民主化是一个关键的愿景.