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Updated: Jun 24, 2025

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神经网络用于快速定量文化遗产的X射线粉末衍射数据

Victor Poline1, Ravi Raj Purohit Purushottam Raj Purohit2, Pierre Bordet1

  • 1Univ. Grenoble Alpes, CNRS, Grenoble INP, Institut Néel, 38000 Grenoble, France.

Journal of applied crystallography
|June 7, 2024
PubMed
概括

密集的神经网络 (DNN) 通过预测像素中的相位分数来有效处理X射线衍射计算断层扫描 (XRD-CT) 数据. 这种快速方法可以准确地绘制复杂样本中的相位,性能优于传统技术.

关键词:
在X射线中,X射线的衍射效果是不同的.计算机断层扫描 (CT) 是一种计算机断层扫描.文化遗产 文化遗产 文化遗产深度学习是一种深度学习.神经网络的神经网络的神经网络扫描断层扫描 (tomography) 是一个非常重要的技术.

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X-ray diffraction or XRD is an analytical tool that utilizes X-rays to study ordered structures such as crystalline organic and inorganic samples, polycrystalline materials, proteins, carbohydrates, and drugs.
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