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Updated: Oct 4, 2025

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通过机器学习支持的多尺度模拟,揭示混合量子井宽度分布的2DRuddlesden-Popper矿的起源

Svetozar Najman1, Po-Yu Yang1, Yi-Xian Yang2

  • 1Research Center for Applied Sciences, Academia Sinica, No. 128, Section 2, Academia Road, Taipei, 11529, Taiwan.

Small methods
|September 5, 2025
PubMed
概括

机器学习模型显示,二维矿向混合量子井 (QW) 宽度发展. 这是由于低n QW 层的增强稳定性,这对于设计更好的光电子设备至关重要.

关键词:
2D矿机器学习微观结构多尺度模拟

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An ionic compound is stable because of the electrostatic attraction between its positive and negative ions. The lattice energy of a compound is a measure of the strength of this attraction. The lattice energy (ΔHlattice) of an ionic compound is defined as the energy required to separate one mole of the solid into its component gaseous ions. For the ionic solid sodium chloride, the lattice energy is the enthalpy change of the process:
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