对二维材料的初始拉曼光谱的高通量计算
Geng Li1,2,3, Yingxiang Gao4, Daiyou Xie1
1Key Laboratory of Precision and Intelligent Chemistry, University of Science and Technology of China, Hefei, Anhui, 230026, China.
Scientific data
|March 4, 2025
概括
我们开发了一个自动化的计算工作流来计算2D材料的拉曼光谱. 这种方法成功分析了3504种材料,将原子结构与光谱特征联系起来.
科学领域:
- 材料科学 材料科学 材料科学
- 计算物理 计算物理
- 频谱学是一种光谱学.
背景情况:
- 拉曼光谱对于理解二维 (2D) 材料的原子结构至关重要.
- 描述二维材料需要有效的方法来将其结构与光谱特性联系起来.
研究的目的:
- 建立一个自动化的计算工作流程,用于计算二维材料的拉曼光谱.
- 为大量二维材料创建一个全面的拉曼光谱数据库.
主要方法:
- 采用全电子密度功能扰动理论 (DFPT) 进行准确的计算.
- 开发了一种自动化工作流程,以简化拉曼光谱计算过程.
主要成果:
- 成功计算了3504种不同的二维材料的拉曼光谱.
- 工作流程建立了原子结构和光谱特征之间的直接相关性.
- 生成的数据存储在一个公开可访问的数据库中.
结论:
- 自动化工作流提供了一种高效和准确的方法,通过拉曼光谱来表征2D材料.
- 创建的数据库为研究二维材料的科学界提供了宝贵的资源.
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