一个用于预测反铁磁铁的生成框架

Jianhu Gong1, Zhengming Zhang1, Zhenyu Fan1

  • 1Zhejiang Provincial Key Laboratory of Data Storage, Hangzhou Dianzi University, Hangzhou, Zhejiang, 310018, China.

概括

这项研究引入了设计反铁磁铁 (AFM) 的新框架,这对于超快的自旋电子非常重要. 由人工智能驱动的方法加速了为先进的电子设备发现新型AFM材料的发现.

相关概念视频

Ferromagnetism01:31

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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...
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Diamagnetism01:26

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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.
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Paramagnetism01:30

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Paramagnets are materials with unpaired electrons that possess a finite magnetic moment. In the absence of a magnetic field, these moments are randomly oriented, and thus the net moment is zero. Under an external field, a torque acting on the moments tends to align them along the field's direction. However, the random thermal motion of electrons produces a torque opposite to the external field and tries to disorient the moments. These two competing effects align only a few moments along the...
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