核结构材料中小尺寸样本的拉伸性能数据集
Longze Li1, John W Merickel2, Yalei Tang2
1Department of Computer Science, University of Idaho, Moscow, ID, USA.
Scientific data
|January 11, 2025
概括
这项研究引入了第一个关于亚尺寸核材料拉伸性能的公共数据集. 该资源有助于理解样本大小效应,并开发核材料的预测模型.
科学领域:
- 材料科学 材料科学 材料科学
- 核工程 核工程是指核工程.
- 机械工程 机械工程
背景情况:
- 由于空间和辐射限制,小型标本对于核工业的测试至关重要.
- 与标准样本相比,样本大小的影响会在多个尺度上改变材料的行为.
- 现有的模型用于将小尺寸与标准样品属性的相关性缺乏广泛的适用性.
研究的目的:
- 建立第一个全面的公共数据集,用于核结构材料中小尺寸标本的拉伸性能.
- 为研究核材料中的样本大小效应提供基础资源.
- 促进对属性相关性的先进计算方法的开发.
主要方法:
- 对相关科学出版物进行了广泛的文献审查.
- 从各种来源提取了1000多份拉伸性测试记录.
- 编制了55个列的数据集,包括材料,制造,辐射,尺寸和拉伸性能数据.
主要成果:
- 创建了一个大型的,公开可访问的数据集,以小尺寸核材料的拉伸性能.
- 数据集包括有关材料组成,加工和测试条件的详细信息.
- 包含超过1000个拉力测试记录,提供了重要的数据进行分析.
结论:
- 开发的数据集是研究核材料中的样本大小效应的宝贵资源.
- 允许研究样品尺寸如何在各种条件下影响拉伸性能.
- 支持计算模型的进步,用于从小尺寸测试中预测材料行为.
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