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Evolution of crystallographic texture and material anisotropy effects resulting from uniaxial deformation for high-strength steels with high manganese content. 高锰高强钢单轴变形晶体织构演变及材料各向异性效应
IF 2.8 3区 材料科学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2026-02-01 DOI: 10.1107/S1600576725010350
Michael Zuern, Morteza Dadkhah, Thomas Nitschke-Pagel, Jens Gibmeier

Steels used in the automotive industry have seen significant improvements within the past few decades, as economic and environmental efficiency play major and increasing roles in current individual transportation. In particular, it has been possible to combine high formability with high strength, which contributes to passenger safety, vehicle performance and efficiency. Deep-drawing steels with higher manganese content play a special role in the class of automotive body sheet materials, in which the final mechanical properties are achieved, for example, through twinning-induced plasticity and/or transformation-induced plasticity effects. In this study, the deformation behavior of steels X40MnCrAlV-19-2.5-2, HCT690T and S355MC was investigated using laboratory X-ray diffraction analyses. The investigations cover the evolution of crystallographic texture and material anisotropy resulting from uniaxial deformation, as well as their influence on diffraction data, especially in the context of stress analyses. In contrast to the situation in the initial as-rolled state, the induced deformations up to the limit of uniform elongation lead to the formation of strong textures and a considerable impairment of the diffraction data due to material anisotropy. However, the formed crystallographic textures do not suffice to describe this impairment. Rather, this effect is mainly attributable to intergranular strains, which are caused by different degrees of deformation of individual crystallites within the elasto-plastic regime. These phenomena need to be considered, and this is demonstrated using the application example of a welded metal sheet. Correction approaches are proposed and their application is illustrated, with a focus on how readily the residual stresses can be evaluated.

在过去的几十年里,由于经济和环境效率在当前的个人交通中发挥着越来越重要的作用,汽车工业中使用的钢材有了显著的改进。特别是,高成形性与高强度的结合成为可能,这有助于乘客安全、车辆性能和效率。锰含量较高的深冲钢在汽车车身板材材料中起着特殊的作用,其最终的力学性能是通过孪生诱导塑性和/或相变诱导塑性效应来实现的。在本研究中,采用实验室x射线衍射分析研究了X40MnCrAlV-19-2.5-2、HCT690T和S355MC钢的变形行为。研究涵盖了单轴变形导致的晶体织构和材料各向异性的演变,以及它们对衍射数据的影响,特别是在应力分析的背景下。与初始轧制状态相比,达到均匀伸长率极限的诱导变形导致了强织构的形成,并且由于材料的各向异性导致了衍射数据的相当大的损害。然而,形成的晶体结构不足以描述这种损伤。相反,这种影响主要归因于晶间应变,这是由弹塑性状态下单个晶的不同程度变形引起的。这些现象需要考虑,并使用焊接金属板的应用实例进行了演示。提出了校正方法,并说明了它们的应用,重点是如何容易地评估残余应力。
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引用次数: 0
Scattering from 'Babinet' particles (or not…): spherical particles made up of spheres and spherical particles with spherical voids. “巴比尼”粒子(或不是……)的散射:由球体组成的球形粒子和带有球形空隙的球形粒子。
IF 2.8 3区 材料科学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2026-02-01 DOI: 10.1107/S1600576725010143
Jan Skov Pedersen, Thea Lykkegaard Møller, Milena Corredig

The small-angle scattering form factors of two classes of composite particles with contrasting internal architectures have been studied: one consisting of inclusions of smaller spheres embedded within a larger sphere, and the other comprising a solid sphere with randomly distributed spherical voids. These systems serve as material- and void-based analogues, providing a model framework for examining how internal material distribution in porous particles influences scattering signatures. Monte Carlo simulations were used to generate scattering curves across a range of volume fractions and polydispersities, which were then employed to benchmark analytically derived form factor expressions. Steric repulsion between, respectively, spheres and voids was taken as hard-sphere interactions. The results reveal that internal structural asymmetries, especially in spatial correlations and contrast topology, significantly affect scattering patterns, despite the particles having similar overall structures and volume fractions. In particular, spheres-of-spheres structures exhibit features in the scattering signal from internal modulations, while void-based particles display smoother shell-like scattering features. The analytical models show excellent agreement with the simulated data, capturing both the global shape and fine structural characteristics. These findings demonstrate that relatively simple analytical approaches, validated against numerical simulations, can reliably describe complex heterogeneous particles. This methodology provides a robust basis for interpreting scattering data from porous and composite materials across a wide range of applications.

研究了两类内部结构不同的复合颗粒的小角散射形状因子:一类是由嵌入在较大球体内的较小球体的内含物组成,另一类是由具有随机分布的球形空隙的实心球体组成。这些系统作为基于材料和空隙的类似物,为研究多孔颗粒中内部材料分布如何影响散射特征提供了一个模型框架。蒙特卡罗模拟用于生成在一定体积分数和多色散范围内的散射曲线,然后用于对解析导出的形状因子表达式进行基准测试。将球体和空洞之间的空间斥力分别作为硬球相互作用。结果表明,尽管颗粒具有相似的整体结构和体积分数,但内部结构的不对称性,特别是空间相关性和对比拓扑,会显著影响散射模式。特别是,球的球结构在内部调制的散射信号中表现出特征,而基于空洞的粒子则表现出更光滑的壳状散射特征。分析模型与模拟数据吻合良好,既能捕捉到整体形状,又能捕捉到精细结构特征。这些发现表明,相对简单的分析方法,通过数值模拟验证,可以可靠地描述复杂的非均质颗粒。该方法为解释多孔材料和复合材料在广泛应用中的散射数据提供了坚实的基础。
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引用次数: 0
Machine learning approaches for crystallographic classification from synthetic 2D X-ray diffraction data. 从合成二维x射线衍射数据中进行晶体分类的机器学习方法。
IF 2.8 3区 材料科学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2026-02-01 DOI: 10.1107/S1600576726000099
Ayoub Shahnazari, Zeliang Zhang, Sachith E Dissanayake, Chenliang Xu, Niaz Abdolrahim

Crystallographic structure identification is crucial for understanding material properties; however, current methodologies often depend on labor-intensive and time-consuming analyses of 2D X-ray diffraction (XRD) patterns. To address these limitations, this study employs synthetic 2D XRD patterns combined with deep learning (DL) techniques to enable automated and high-throughput classification of the seven crystal systems and 230 space groups. We introduce the novel Auto Diffraction Pipeline, designed to generate synthetic 2D XRD spot patterns from crystallographic information files under diverse conditions, including varying zone axes, atomic substitution, atomic depletion and mechanical loading. These conditions enhance the realism of synthetic data, mitigating the scarcity of experimental datasets and enabling the creation of large representative training sets. Convolutional neural networks were trained and validated on these synthetic datasets to classify crystallographic structures across multiple scenarios. Our results demonstrate that integrating synthetic 2D XRD patterns with DL facilitates rapid, accurate and automated crystallographic classification, promoting the wider adoption of data-driven approaches in materials science.

晶体结构识别是理解材料性质的关键;然而,目前的方法往往依赖于劳动密集型和耗时的二维x射线衍射(XRD)模式的分析。为了解决这些限制,本研究采用合成二维XRD模式结合深度学习(DL)技术,实现了7个晶体体系和230个空间群的自动化和高通量分类。我们介绍了一种新型的自动衍射流水线,它可以在不同的条件下,包括不同的区轴、原子取代、原子耗尽和机械载荷,从晶体学信息文件生成合成的二维XRD斑点图。这些条件增强了合成数据的真实感,减轻了实验数据集的稀缺性,并使大型代表性训练集的创建成为可能。卷积神经网络在这些合成数据集上进行训练和验证,以对多种场景下的晶体结构进行分类。我们的研究结果表明,将合成的二维XRD图谱与DL相结合可以促进快速、准确和自动化的晶体分类,促进数据驱动方法在材料科学中的广泛采用。
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引用次数: 0
Erratum: Differences in hierarchical structural changes between unoriented P(3HB) and P(3HB-co-3HH) under stretching. Corrigendum. 勘误:拉伸作用下无取向P(3HB)和P(3HB-co- 3hh)的层次结构变化差异。应改正的错误。
IF 2.8 3区 材料科学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2026-02-01 DOI: 10.1107/S1600576726000725
Masato Arakawa, Taizo Kabe, Tadahisa Iwata, Mikihito Takenaka

[This corrects the article DOI: 10.1107/S1600576725002365.].

[更正文章DOI: 10.1107/S1600576725002365.]。
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引用次数: 0
Impact of substrate curvature on grazing-incidence small-angle X-ray scattering signal: theory and example of Ag thin-film growth. 衬底曲率对掠入射小角x射线散射信号的影响:银薄膜生长的理论和实例。
IF 2.8 3区 材料科学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2026-02-01 DOI: 10.1107/S1600576725010726
Michał Kamiński, Bärbel Krause, Gregory Abadias, Alessandro Coati, Yves Garreau, Anny Michel, Andrea Resta, Karan Solanki, Alina Vlad, David Babonneau

Grazing-incidence small-angle X-ray scattering (GISAXS) is a technique of choice for providing information about the morphology of nano- and micro-structures at surfaces and interfaces, also in real time. The geometry of the sample, in particular its curvature, has an impact on the observed X-ray scattering signal. There are a multitude of systems with sophisticated geometries (including curvature), ranging from electronic devices on flexible substrates to biological membranes, for which GISAXS could provide valuable information. Therefore, in this work the effect of the sample geometry on the GISAXS signal is addressed. More specifically the influence of the substrate curvature and extent along the X-ray beam is considered. The analytical expressions accounting for the effects of those two geometrical parameters are provided, and the way to include them in the analysis of GISAXS patterns is described. The calculations reveal that no corrections are needed for small samples (length over distance to the detector ratio smaller than 1%) and radius of curvature |R| > 50 m. These results allow for a combination of GISAXS with substrate curvature measurements. The latter technique is a non-destructive in situ and real-time method providing information about the intrinsic stress in a thin film during its growth. Morphological information from GISAXS is supposed to complement this stress information. Herein this methodology is applied to the growth of Ag thin films deposited by magnetron sputtering with N2 plasma additive. The analysis of the GISAXS pattern obtained from the sample, which bends during the deposition, provided morphological parameters of the growing film. This methodology can be useful for understanding of the mechanisms at the nanoscale leading to the observed stress state. The ability to perform GISAXS on curved substrates enables its application to more complex systems.

掠入射小角度x射线散射(GISAXS)是一种提供表面和界面纳米和微观结构形态信息的首选技术,也是实时的。样品的几何形状,特别是其曲率,对观察到的x射线散射信号有影响。有许多具有复杂几何形状(包括曲率)的系统,从柔性基板上的电子设备到生物膜,GISAXS可以提供有价值的信息。因此,在这项工作中,解决了样本几何形状对GISAXS信号的影响。更具体地说,考虑了基底曲率和沿x射线束的范围的影响。给出了考虑这两个几何参数影响的解析表达式,并描述了将这两个几何参数纳入GISAXS模式分析的方法。计算结果表明,对于小样本(长度与探测器的距离比小于1%)和曲率半径|R| > 50 m,不需要校正。这些结果允许将GISAXS与基底曲率测量相结合。后一种技术是一种非破坏性的原位实时方法,可提供薄膜生长过程中固有应力的信息。来自GISAXS的形态学信息应该是对这些应力信息的补充。本文将该方法应用于用氮气等离子体添加剂磁控溅射沉积银薄膜。从沉积过程中弯曲的样品中获得的GISAXS模式分析提供了生长膜的形态参数。这种方法有助于理解纳米尺度下导致观察到的应力状态的机制。在弯曲基板上执行GISAXS的能力使其应用于更复杂的系统。
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引用次数: 0
Lattice strain relaxation in thin Mo films grown heteroepitaxially on MgO single crystals. MgO单晶异质外延生长Mo薄膜的晶格应变弛豫。
IF 2.8 3区 材料科学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2026-02-01 DOI: 10.1107/S1600576726000233
Petr Cejpek, Mykhaylo Motylenko, David Rafaja

Mechanisms of the lattice strain relaxation in molybdenum thin films that were grown heteroepitaxially on (001)- and (011)-oriented MgO wafers using magnetron sputtering were studied using a combination of X-ray and electron diffraction and transmission electron microscopy. For the Mo film grown on (001)-oriented MgO, the X-ray diffraction pole figure measurements revealed (001)Mo ∥ (001)MgO & [110]Mo ∥ [100]MgO as the main orientation relationship. On the (011)-oriented MgO, the Mo film grew with the orientations (112)Mo ∥ (011)MgO & ±[110]Mo ∥ [100]MgO. In all cases, the stress generated by the lattice misfit exceeded the elastic deformation limit of Mo, which activated the lattice strain relaxation mechanisms, mainly the formation of dislocations and slip and twinning on the lattice planes {112}. The dominant relaxation mechanism depends on the mutual orientation between the film and the substrate, which defines the direction of the deformation force in the film. In the (001)-oriented film, the lattice strain produced by the lattice misfit was reduced by twinning and dislocations. In the film having the (112) orientation, the main relaxation mechanism was the formation of dislocations. In both cases, the deformation energy was additionally reduced by the small lateral size of the Mo crystallites.

利用x射线、电子衍射和透射电子显微镜研究了磁控溅射在(001)-和(011)取向MgO晶片上异质外延生长钼薄膜的晶格应变弛豫机制。对于生长在(001)取向MgO上的Mo膜,x射线衍射极图测量显示(001)Mo∥(001)MgO和[110]Mo∥[100]MgO是主要取向关系。在(011)取向MgO上,Mo膜的生长方向为(112)Mo∥(011)MgO和±[110]Mo∥[100]MgO。在所有情况下,晶格失配产生的应力都超过了Mo的弹性变形极限,激活了晶格应变松弛机制,主要是在晶格面上形成位错和滑移和孪晶{112}。占主导地位的松弛机制取决于薄膜和衬底之间的相互取向,这决定了薄膜中变形力的方向。在(001)取向薄膜中,孪晶和位错降低了晶格失配产生的晶格应变。在具有(112)取向的薄膜中,位错的形成是主要的松弛机制。在这两种情况下,由于Mo晶的横向尺寸小,变形能也降低了。
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引用次数: 0
Adaptively coupled phase retrieval in multi-peak Bragg coherent diffraction imaging. 多峰Bragg相干衍射成像中的自适应耦合相位恢复。
IF 2.8 3区 材料科学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2026-02-01 DOI: 10.1107/S1600576725010131
J Nicholas Porter, Yueheng Zhang, Ross J Harder, Barbara Frosik, Wonsuk Cha, Yuan Gao, Garth Williams, Joshua Miller, Nash Karrington, Andres Herrera, Anthony Rollett, Stephan Hruszkewycz, Richard L Sandberg

Recent advances in Bragg coherent diffraction imaging (BCDI) experimental techniques permit routine measurement of multiple Bragg peaks from a single crystalline grain. The resulting images contain the full lattice distortion vector field which can be differentiated to provide lattice strain and rotation. With the advent of fourth-generation synchrotron light sources, such multi-peak datasets are produced at high rates, facilitating the need for rapid phase retrieval of the multiple peaks and subsequent image analysis. Here we describe and demonstrate a new implementation of a coupled phase retrieval technique for multi-peak BCDI which simultaneously treats each Bragg peak of the dataset and produces a three-dimensional image of the crystal's morphology and lattice distortion field. In addition, this method uses the redundant information contained in the various Bragg diffraction patterns to detect and suppress spurious signal appearing on the detector in a subset of the measurements. Compared with manual data editing, adaptive coupling produces a more consistent phase profile in reciprocal space and sharper surfaces in direct space, with no significant difference in computational cost. These improvements reduce the need for manual preprocessing and enable robust high-throughput analysis of multi-peak BCDI data, supporting near-real-time strain microscopy at modern synchrotron facilities.

Bragg相干衍射成像(BCDI)实验技术的最新进展允许从单个晶体颗粒中常规测量多个Bragg峰。得到的图像包含完整的晶格畸变矢量场,可以区分以提供晶格应变和旋转。随着第四代同步加速器光源的出现,这种多峰数据集以高速率产生,促进了对多峰快速相位检索和随后的图像分析的需求。在这里,我们描述并演示了一种多峰BCDI的耦合相位检索技术的新实现,该技术同时处理数据集的每个布拉格峰,并产生晶体形态和晶格畸变场的三维图像。此外,该方法利用各种布拉格衍射图中包含的冗余信息来检测和抑制在测量子集中出现在检测器上的杂散信号。与手工数据编辑相比,自适应耦合在互易空间中产生更一致的相位轮廓,在直接空间中产生更锋利的表面,计算成本没有显著差异。这些改进减少了对人工预处理的需求,并实现了对多峰BCDI数据的高通量分析,支持现代同步加速器设施的近实时应变显微镜。
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引用次数: 0
The moving-beam diffraction geometry: the DIAD application of a diffraction scanning probe. 动束衍射几何:衍射扫描探头的DIAD应用。
IF 2.8 3区 材料科学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2026-02-01 DOI: 10.1107/S1600576725009811
Alberto Leonardi, Andrew James, Christina Reinhard, Michael Drakopoulos, Ben Williams, Hans Dehyle, Jacob Filik, Liam Perera, Sharif Ahmed

Understanding the interactions between microstructure, strain, phase and material behavior is crucial in scientific fields such as energy storage, carbon sequestration and biomedical engineering. However, quantifying these correlations is challenging, as it requires the use of multiple instruments and techniques, often separated by space and time. The Dual Imaging and Diffraction (DIAD) beamline at Diamond Light Source is designed to address this challenge. DIAD allows its users to visualize internal structures (in two and three dimensions), identify compositional/phase changes and measure strain. It enables in situ and operando experiments that require spatially correlated information. DIAD provides two independent beams combined at one sample position, allowing 'quasi-simultaneous' X-ray computed tomography and X-ray powder diffraction. A unique functionality of the DIAD configuration is the ability to perform 'image-guided diffraction', where the micrometre-sized diffraction beam is scanned over the complete area of the imaging field of view without moving the specimen. This moving-beam diffraction geometry enables the study of fast-evolving and motion-susceptible processes and samples. Here, we discuss the novel moving-beam diffraction geometry, presenting the latest findings on the reliability of both the geometry calibration and the data-reduction routines used. We provide a comprehensive quantitative assessment of the moving-beam diffraction geometry implemented at the DIAD beamline, which will serve as a reference for beamline users. Our measurements confirm that diffraction is most sensitive to the moving-beam geometry for the conventional transmission geometry of the detector. The observed data confirm that the motion of the Kirkpatrick-Baez mirror coupled with a fixed-aperture slit results in a rigid translation of the beam probe, without affecting the angle of the incident-beam path to the sample. Our measurements demonstrate that a nearest-neighbor calibration can achieve the same accuracy as a self-calibrated geometry when the distance between the calibrated and probed sample regions is smaller than or equal to the beam spot size. The absolute error of the moving-beam diffraction geometry at DIAD with typical calibration setup remains below 0.01%, which is the accuracy we observe for the beamline with stable beam operation.

了解微观结构、应变、相和材料行为之间的相互作用在能源储存、碳封存和生物医学工程等科学领域至关重要。然而,量化这些相关性是具有挑战性的,因为它需要使用多种工具和技术,通常是由空间和时间分开的。金刚石光源的双成像和衍射(DIAD)光束线旨在解决这一挑战。DIAD允许其用户可视化内部结构(二维和三维),识别成分/相位变化和测量应变。它使需要空间相关信息的现场和操作实验成为可能。DIAD提供两个独立的光束组合在一个样品位置,允许“准同时”x射线计算机断层扫描和x射线粉末衍射。DIAD配置的一个独特功能是能够执行“图像引导衍射”,其中微米大小的衍射光束在成像视场的整个区域扫描,而无需移动样品。这种移动光束衍射几何使快速发展和运动敏感的过程和样品的研究成为可能。在这里,我们讨论了新的移动光束衍射几何,介绍了几何校准和数据约简程序的可靠性的最新发现。我们提供了在DIAD光束线上实现的移动光束衍射几何的全面定量评估,这将作为光束线用户的参考。我们的测量证实,衍射是最敏感的移动光束几何形状的探测器的传统传输几何形状。观察到的数据证实,Kirkpatrick-Baez反射镜的运动与固定孔径狭缝的耦合导致光束探头的刚性平移,而不影响入射光束路径到样品的角度。我们的测量表明,当被校准和探测样本区域之间的距离小于或等于光束光斑尺寸时,最近邻校准可以达到与自校准几何相同的精度。在典型的校准设置下,在DIAD下移动光束衍射几何的绝对误差保持在0.01%以下,这是我们在光束稳定运行时观察到的光束线的精度。
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引用次数: 0
Magnetic-lens-generated polarized neutron beam with enhanced intensity and Q resolution for small-angle neutron scattering. 具有增强强度和Q分辨率的磁透镜偏振中子束用于小角度中子散射。
IF 2.8 3区 材料科学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2026-02-01 DOI: 10.1107/S1600576725010246
Kosuke Hiroi, Rintaro Nakabe, Takayuki Oku, Takayuki Kumada, Ryuhei Motokawa

We installed a 30 mm-bore 3.2 m-long magnetic lens in the small-angle neutron scattering diffractometer (SANS-J) at the Japan Research Reactor 3 to focus the neutron beam near the sample position for measurements at Q > 0.1 nm-1. The focused beam at the sample position was over three times more intense than the standard non-focused beam, while the Q resolution was improved. The positive spin component of the neutron beam was focused near the sample, whereas the negative spin component was defocused and blocked by the slit just in front of the sample, producing a polarized beam. The 8 mm-diameter focusing polarized beam achieved a polarization of 0.95-0.96 and an intensity up to 22 times greater than that of a non-focusing polarized beam with the same collimation length. Using this beam with a remanent supermirror-coated spin analyser, we demonstrate that polarization analysis measurements of hydrogen-containing samples can be completed within tens of minutes.

我们在日本研究堆3号的小角中子散射衍射仪(sansj)上安装了一个30 mm口径的3.2 m长的磁透镜,将中子束聚焦在样品位置附近,以Q > 0.1 nm-1进行测量。样品位置的聚焦光束强度是标准非聚焦光束的3倍以上,同时提高了Q分辨率。中子束的正自旋分量被聚焦在样品附近,而负自旋分量被散焦并被样品前方的狭缝阻挡,产生偏振束。在相同准直长度下,直径为8 mm的聚焦偏振光束的偏振度为0.95 ~ 0.96,光强是非聚焦偏振光束的22倍。利用该光束和残余超镜涂层自旋分析仪,我们证明了含氢样品的偏振分析测量可以在几十分钟内完成。
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引用次数: 0
pygid: a Python package for fast data reduction in grazing-incidence diffraction. pygid:用于在掠入射衍射中快速减少数据的Python包。
IF 2.8 3区 材料科学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2026-02-01 DOI: 10.1107/S1600576725010593
Ainur Abukaev, Constantin Völter, Mikhail Romodin, Sebastian Schwartzkopff, Florian Bertram, Oleg Konovalov, Alexander Hinderhofer, Dmitry Lapkin, Frank Schreiber

Advances in X-ray and neutron sources, as well as in area-detector technologies, enable the recording of several terabytes of raw two-dimensional detector data in a single experiment. While several efficient integration and conversion tools are available for data collected in transmission geometry, analogous solutions for grazing-incidence diffraction (including grazing-incidence X-ray diffraction and grazing-incidence wide-angle X-ray scattering) experiments have not yet achieved the same level of efficiency. The development of new data analysis tools, including machine-learning-based software for X-ray data, necessitates the establishment of a standardized format for the converted data. To address these challenges, we have developed a new Python library, pygid, which is designed to facilitate fast data processing while providing compatibility with various raw data formats, a standardized data storage format and an intuitive interface for straightforward use. pygid supports three types of coordinate systems and both transmission and grazing-incidence geometries. It is capable of handling large datasets, performing one-dimensional line cuts and simulating expected Bragg peak positions for given structures. The package facilitates sample and experimental metadata curation in accordance with the FAIR principles. As an integral part of the broader mlgid pipeline, pygid serves as the initial step linking raw scattering patterns with machine learning tools for data analysis. The pygid package is accessible at https://github.com/mlgid-project.

x射线和中子源以及区域探测器技术的进步,使得在一次实验中记录几tb的二维探测器原始数据成为可能。虽然有几种有效的积分和转换工具可用于传输几何中收集的数据,但掠入射衍射(包括掠入射x射线衍射和掠入射广角x射线散射)实验的类似解决方案尚未达到相同的效率水平。开发新的数据分析工具,包括基于机器学习的x射线数据软件,需要为转换后的数据建立标准化格式。为了应对这些挑战,我们开发了一个新的Python库pygid,它旨在促进快速数据处理,同时提供与各种原始数据格式的兼容性,标准化的数据存储格式和直观的界面,以便直接使用。Pygid支持三种类型的坐标系以及传输和掠射几何。它能够处理大型数据集,执行一维线切割和模拟给定结构的预期布拉格峰位置。该软件包根据FAIR原则促进样本和实验性元数据管理。作为更广泛的mlgid管道的一个组成部分,pygid是将原始散射模式与用于数据分析的机器学习工具连接起来的第一步。pygid包可以在https://github.com/mlgid-project上访问。
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引用次数: 0
期刊
Journal of Applied Crystallography
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