最近在X射线衍射/散射计算机断层扫描领域的发展,用于材料科学
Naomi E Omori1, Antonia D Bobitan1,2,3, Antonis Vamvakeros1,4
1Finden Limited, Merchant House, 5 East St Helens Street,Abingdon OX14 5EG, UK.
概括
射线衍射/散射计算机断层扫描 (XDS-CT) 提供非破坏性化学成像. 最近的进展增强了其在材料科学中的应用,由机器学习和新的XDS-CT技术驱动.
科学领域:
- 材料科学 材料科学 材料科学
- 化学成像技术 化学成像技术
- 分析化学 分析化学
背景情况:
- 射线衍射/散射计算机断层扫描 (XDS-CT) 提供具有空间分辨率的非破坏性化学成像.
- 已经建立了X射线衍射CT (XRD-CT),但新的方法如小角度X射线散射CT和对分布函数CT正在出现.
- 机器学习越来越多地用于XDS-CT数据处理和重建.
研究的目的:
- 审查最近XDS-CT的发展和应用.
- 专注于过去五年内发表的研究.
- 突出新仪器和机器学习对XDS-CT的影响.
主要方法:
- 对XDS-CT文献的叙述性综述.
- 专注于仪器仪表和数据重建方面的进展.
- 机器学习应用在断层图像重建和数据分析中的分析.
主要成果:
- 越来越多地采用先进的XDS-CT技术,超越传统的XRD-CT.
- 机器学习对数据处理和分析的重大影响.
- 在材料科学中扩大XDS-CT的应用.
结论:
- XDS-CT是一个快速发展的领域,对材料特性有很大的潜力.
- 机器学习的整合正在改变XDS-CT的能力.
- 在仪器和方法方面的持续创新将扩大XDS-CT应用.
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