通过扩展兰道自由能量模型,通过添加特征来对复杂迷宫磁域结构进行可解释的分析
K Masuzawa1, A L Foggiatto1, S Kunii1
1Department of Material Science and Technology, Tokyo University of Science, 6-3-1, Niijuku, Katsushika, Tokyo, 125-8585, Japan.
Scientific reports
|February 10, 2026
概括
研究人员开发了一种扩展模型,以了解磁域行为和软磁铁中的能量损失. 这种方法揭示了磁化逆转的洞察力,并指导材料设计以减少能耗.
科学领域:
- 物理 物理学 物理
- 材料科学 材料科学 材料科学
- 计算科学 计算科学
背景情况:
- 迷宫磁域表现出复杂的,取决于温度的行为,影响软磁体的能量损失.
- 目前的模型缺乏充分解释这些系统中磁化逆转机制的能力.
研究的目的:
- 开发一种先进的模型来分析磁域行为和磁化逆转.
- 将热效应和纳入软磁体的兰道自由能量模型.
- 量化结构-属性关系,并使磁模式形成的因果分析.
主要方法:
- 开发了一个扩展的兰道自由能量模型.
- 采用数据驱动的管道,结合持久的同质性,能量分解和主要组件分析.
- 在,去磁化和交换贡献之间量化能量转移.
主要成果:
- 追踪增加到初始域配置和量化能量转移.
- 发现域壁的延长与结构复杂性的增加有关.
- 获得了对磁化逆转机制的新见解,并启用了自动可视化.
结论:
- 增强模型为解读磁化过程提供了一个可解释的框架.
- 这种方法可以指导磁性材料的设计,以尽量减少能量损失.
- 该研究提供了对,结构和磁性特性之间的相互作用的更深入的理解.
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