在小角度X射线散射张量断层扫描中研究缺失问题,跨越实体空间和反向空间
Leonard C Nielsen1, Torne Tänzer2, Irene Rodriguez-Fernandez2
1Department of Physics, Chalmers University of Technology, Gothenburg, Sweden.
Journal of synchrotron radiation
|August 28, 2024
概括
小角散射张量断层扫描 (SASTT) 揭示了异构的纳米结构. 数据的不完整性,类似于缺失子问题,对SASTT分析的影响有限,特别是在采取预防措施的情况下.
科学领域:
- 材料科学 材料科学 材料科学
- 生物物理学的生物物理.
- 纳米技术纳米技术
背景情况:
- 小角散射张量断层扫描 (SASTT) 在毫米尺寸的样本中分析异型纳米结构.
- 获取涉及断层扫描旋转和倾斜,通常在几何上受到限制.
- 这些约束限制了数据收集方向,造成了"缺失子"问题.
研究的目的:
- 描述数据不完整性对SASTT重建的影响.
- 为完整的SASTT数据设计一个采集方案.
- 为了验证缺失问题对断层分析的影响.
主要方法:
- 模拟SASTT作为使用高斯半径基函数在单元球上重建函数的3D字段.
- 开发一个新的采集方案,包括重新组装样本以进行完整的数据收集.
- 在有限且完整的数据集上进行SASTT重建,这些数据集来自人椎骨.
主要成果:
- 由于数据不完整而导致的重建错误在真实空间和相互空间中进行了调查.
- 缺失子问题的影响方向和标量量量化.
- 数据不完整性的影响与预测的缺失形冲击相一致.
结论:
- 在SASTT中数据的不完整性是可感知的,但有限的,特别是在采取预防措施的情况下.
- 重建的相互空间地图的平均值和相对异位差只显示有限的影响.
- 该研究验证了缺失子问题的影响,并为更完整的数据采集提供了解决方案.
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