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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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Consider a polar dielectric placed in an external field. In such a dielectric, opposite charges on adjacent dipoles neutralize each other, such that the net charge within the dielectric is zero. When a polar dielectric is inserted in between the capacitor plates, an electric field is generated due to the presence of net charges near the edge of the dielectric and the metal plates interface. Since the external electrical field merely aligns the dipoles, the dielectric as a whole is neutral. An...
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Updated: Apr 18, 2026

A Fabrication and Measurement Method for a Flexible Ferroelectric Element Based on Van Der Waals Heteroepitaxy
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Automated, physics-guided AI framework for asymmetry-aware ferroelectric compact models

Joonhan Kim1, Joonhyeok Lee2, Juhwan Park2

  • 1Department of Display Engineering, Sungkyunkwan University, Suwon, 16419, Republic of Korea.

Scientific Reports
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Summary

No abstract available in PubMed .

Keywords:
Asymmetry-aware compact modelFerroelectric capacitor (FeCAP)Ferroelectric field-effect transistor (FeFET)Neural networkParameter extraction (PE)Physics-guided learning

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