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Updated: Jan 14, 2026

Probe Type II Band Alignment in One-Dimensional Van Der Waals Heterostructures Using First-Principles Calculations
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Probe Type II Band Alignment in One-Dimensional Van Der Waals Heterostructures Using First-Principles Calculations

Published on: October 12, 2019

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对神经网络增强型PACBED的性能进行模拟研究,以描述二维范德瓦尔斯材料中的原子尺度变形

Andrew B Yankovich1, Magnus Röding2, Eva Olsson1

  • 1Department of Physics, Chalmers University of Technology, 41296 Göteborg, Sweden.

Ultramicroscopy
|October 20, 2025
PubMed
概括

这项研究表明,将位置平均收束电子衍射 (PACBED) 与卷积神经网络 (CNN) 结合起来,可以准确地预测二维 (2D) 范德瓦尔斯材料的局部变形,这对于调整它们的特性至关重要.

关键词:
两维材料是二维材料.卷积神经网络是一种卷积神经网络.机器学习是机器学习.位置平均收束电子衍射的电子衍射.紧张的压力使其变得更加紧张.范德瓦尔斯材料的材料

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Van der Waals Interactions01:24

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