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Ferromagnetism01:31

Ferromagnetism

2.4K
Materials like iron, nickel, and cobalt consist of magnetic domains, within which the magnetic dipoles are arranged parallel to each other. The magnetic dipoles are rigidly aligned in the same direction within a domain by quantum mechanical coupling among the atoms. This coupling is so strong that even thermal agitation at room temperature cannot break it. The result is that each domain has a net dipole moment. However, some materials have weaker coupling, and are ferromagnetic at lower...
2.4K
Magnetic Susceptibility and Permeability01:31

Magnetic Susceptibility and Permeability

1.2K
In linear magnetic materials, like paramagnets and diamagnets, magnetization is proportional to the magnetic field intensity. The constant of proportionality, a dimensionless number, is called magnetic susceptibility. The value of the susceptibility depends on the type of material.
When diamagnetic materials are placed under an external magnetic field, the moments opposite to the field are induced. Hence, the susceptibility for diamagnets has a minimal negative value of 10-5–10-6. Since...
1.2K
Diamagnetism01:26

Diamagnetism

2.4K
Materials consisting of paired electrons have zero net magnetic moments. However, when these materials are placed under an external magnetic field, the moments opposite to the field are induced. Such materials are called diamagnets. Diamagnetism is the response of the diamagnets when placed in an external magnetic field.
Diamagnetism was discovered by Anton Brugmans in 1778 when he observed that bismuth gets repelled by magnetic fields, thus theorizing that diamagnets get repelled by magnets....
2.4K
Magnetic Field due to Moving Charges01:23

Magnetic Field due to Moving Charges

8.8K
A stationary charge creates and interacts with the electric field, while a moving charge creates a magnetic field.
Consider a point charge moving with a constant velocity. Like the electric field, the magnetic field at any point is directly proportional to the magnitude of the charge and inversely proportional to the square of the distance between the source point and the field point. However, unlike the electric field, the magnetic field is always perpendicular to the plane containing the line...
8.8K
Potential Due to a Magnetized Object01:24

Potential Due to a Magnetized Object

313
Magnetic dipoles in magnetic materials are aligned when placed under an external magnetic field. For paramagnets and ferromagnets, dipole alignment occurs in the direction of the magnetic field. However, the dipoles align opposite to the field in the case of diamagnets. This state of magnetic polarization due to the external field is called magnetization. Magnetization is defined as the dipole moment per unit volume. It plays a similar role to polarization in electrostatics.
The vector...
313
Atomic Nuclei: Nuclear Relaxation Processes01:23

Atomic Nuclei: Nuclear Relaxation Processes

676
In the absence of an external magnetic field, nuclear spin states are degenerate and randomly oriented. When a magnetic field is applied, the spins begin to precess and orient themselves along (lower energy) or against (higher energy) the direction of the field. At equilibrium, a slight excess population of spins exists in the lower energy state. Because the direction of the magnetic field is fixed as the z-axis,  the precessing magnetic moments are randomly oriented around the z-axis.
676

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Optimizing Magnetic Force Microscopy Resolution and Sensitivity to Visualize Nanoscale Magnetic Domains
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核心球集群中的磁化逆转:有限元微磁模拟和机器学习分析.

Hyeon-Kyu Park1, Sang-Koog Kim2

  • 1National Creative Research Initiative Center for Spin Dynamics and Spin-Wave Devices, Nanospinics Laboratory, Research Institute of Advanced Materials, Department of Materials Science and Engineering, Seoul National University, Seoul, 151-744, South Korea.

Scientific reports
|September 14, 2023
PubMed
概括

具有不均相的工程永久磁铁提供了具有成本效益的替代品. 机器学习分析显示,迷路场是这些先进磁性材料强制性的关键.

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Stable Aqueous Suspensions of Manganese Ferrite Clusters with Tunable Nanoscale Dimension and Composition
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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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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
  • 凝聚物质物理学 凝聚物质物理学
  • 计算材料科学科学 计算材料科学

背景情况:

  • 永久磁铁对于各种技术至关重要.
  • -铁- (Nd2Fe14B) 磁铁是高性能但昂贵的.
  • 不同质的磁相被探索为具有成本效益的替代方案.

研究的目的:

  • 使用核心外球球集群模型研究Ce-置换不均的Nd2-δCeδFe14B相.
  • 为了将不均相与均磁相进行比较.
  • 阐明磁化逆转机制,并确定影响强制性的关键参数.

主要方法:

  • 有限元微磁模拟. 有限元微磁模拟.
  • 机器学习回归模型.
  • 核 SHapley 添加物解释 (SHAP) 技术.
  • 非常快速的模拟回火算法用于超参数优化.
  • 基于固有价值问题的分析建模.

主要成果:

  • 对去磁化曲线的逐粒分析揭示了单个球体的核和强制场.
  • 富含的球体显示出比薄的球体更广泛的核和强制场的分布.
  • 机器学习和SHAP分析确定了迷路字段对于强制性至关重要.
  • 分析模型证实了机器学习的推断.

结论:

  • 该研究提供了对不均质磁铁磁化逆转的逐粒解释.
  • 颗粒硬磁体的最佳设计可以通过调整微观结构和元素组成来引导.
  • 这项研究促进了使用Nd2Fe14B和其他稀土元素开发高性能,经济高效的永久磁铁.