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IF 5.2 3区 材料科学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-07-31
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引用次数: 0
AutoRefl: active learning in neutron reflectometry for fast data acquisition AutoRefl:中子反射测量中的主动学习,实现快速数据采集
IF 5.2 3区 材料科学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-07-31 DOI: 10.1107/S1600576724006447
David P. Hoogerheide, Frank Heinrich

Neutron reflectometry (NR) is a powerful technique for interrogating the structure of thin films at interfaces. Because NR measurements are slow and instrument availability is limited, measurement efficiency is paramount. One approach to improving measurement efficiency is active learning (AL), in which the next measurement configurations are selected on the basis of information gained from the partial data collected so far. AutoRefl, a model-based AL algorithm for neutron reflectometry measurements, is presented in this manuscript. AutoRefl uses the existing measurements of a function to choose both the position and the duration of the next measurement. AutoRefl maximizes the information acquisition rate in specific model parameters of interest and uses the well defined signal-to-noise ratio in counting measurements to choose appropriate measurement times. Since continuous measurement is desirable for practical implementation, AutoRefl features forecasting, in which the optimal positions of multiple future measurements are predicted from existing measurements. The performance of AutoRefl is compared with that of well established best practice measurements for supported lipid bilayer samples using realistic digital twins of monochromatic and polychromatic reflectometers. AutoRefl is shown to improve NR measurement speeds in all cases significantly.

中子反射测量法(NR)是一种功能强大的技术,可用于探测界面处的薄膜结构。由于中子反射测量速度较慢且仪器有限,因此测量效率至关重要。提高测量效率的一种方法是主动学习(AL),即根据目前收集到的部分数据信息选择下一步的测量配置。本手稿介绍的 AutoRefl 是一种基于模型的中子反射测量 AL 算法。AutoRefl 利用函数的现有测量结果来选择下一次测量的位置和持续时间。AutoRefl 可最大限度地提高特定相关模型参数的信息获取率,并利用计数测量中定义明确的信噪比来选择适当的测量时间。由于在实际应用中需要连续测量,AutoRefl 具有预测功能,即根据现有测量结果预测未来多次测量的最佳位置。使用单色和多色反射仪的现实数字孪晶,将 AutoRefl 的性能与支持脂质双分子层样品的公认最佳测量方法的性能进行了比较。结果表明,在所有情况下,AutoRefl 都能显著提高 NR 测量速度。
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引用次数: 0
IF 5.2 3区 材料科学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-07-29
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引用次数: 0
Modulated crystallographic shear structure in titanium–chromium oxides: their structure and phonon-transport properties 钛铬氧化物中的调制晶体剪切结构:其结构和声子传输特性
IF 5.2 3区 材料科学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-07-29 DOI: 10.1107/S1600576724006381
Shunta Harada, Taiga Hattori, Mai Inden, Shunya Sugimoto, Manaho Ito, Miho Tagawa, Toru Ujihara

Advancements in phonon engineering have propelled the study of heat conduction within nanostructures, focusing on the wave nature of phonons for thermal conductivity manipulation. This work investigates the annealing-induced structural transformation of titanium–chromium oxide crystals, highlighting a role in modulating thermal conductivity through the regularization of crystallographic shear (CS) plane spacing. Utilizing high-angle annular dark-field scanning transmission electron microscopy and selected-area electron diffraction, a transformation from disordered to ordered arrangements of CS planes was observed through annealing at high temperatures. The thermal conductivity increased following annealing. The variability observed in the spacing of CS planes before annealing implies that phonon Anderson localization might play a role in the changes in thermal conductivity.

声子工程学的进步推动了对纳米结构内部热传导的研究,其重点是利用声子的波特性来操纵热传导。这项研究调查了退火诱导的钛铬氧化物晶体的结构转变,强调了晶体剪切(CS)面间距的规整化在调节热导率中的作用。利用高角度环形暗场扫描透射电子显微镜和选区电子衍射,通过高温退火观察到了 CS 平面从无序排列向有序排列的转变。退火后热导率增加。退火前观察到的 CS 平面间距的变化意味着声子安德森定位可能在热导率的变化中起了作用。
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引用次数: 0
What has scripting ever done for us? The CSD Python application programming interface (API) 脚本为我们做了什么?CSD Python 应用程序编程接口 (API)
IF 5.2 3区 材料科学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-07-29 DOI: 10.1107/S1600576724005934
Richard A. Sykes, Natalie T. Johnson, Christopher J. Kingsbury, Jürgen Harter, Andrew G. P. Maloney, Isaac J. Sugden, Suzanna C. Ward, Ian J. Bruno, Stewart A. Adcock, Peter A. Wood, Patrick McCabe, Alexandru A. Moldovan, Francis Atkinson, Ilenia Giangreco, Jason C. Cole

Since its first release in 2016, the Cambridge Structural Database Python application programming interface (CSD Python API) has seen steady uptake within the community that the Cambridge Crystallographic Data Centre serves. This article reviews the history of scripting interfaces, demonstrating the need, and then briefly outlines the technical structure of the API. It describes the reach of the CSD Python API, provides a selected review of its impact and gives some illustrative examples of what scientists can do with it. The article concludes with speculation as to how such endeavours will evolve over the next decade.

剑桥结构数据库 Python 应用编程接口(CSD Python API)自 2016 年首次发布以来,在剑桥晶体学数据中心所服务的社区中得到了稳步推广。本文回顾了脚本接口的历史,说明了其必要性,然后简要概述了 API 的技术结构。文章描述了剑桥晶体学数据中心 Python API 的覆盖范围,对其影响进行了精选回顾,并举例说明了科学家可以用它做些什么。文章最后猜测了未来十年这类工作将如何发展。
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引用次数: 0
IF 5.2 3区 材料科学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-07-29
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引用次数: 0
In situ X-ray diffraction evidence of field-induced transitions in a PbHfO3 single crystal PbHfO3 单晶中场诱导跃迁的原位 X 射线衍射证据
IF 5.2 3区 材料科学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-07-29 DOI: 10.1107/S1600576724006393
Nickolay Arkhipov, Alexander Ganzha, Maria Kniazeva, Alexander Vakulenko, Alexey Filimonov, Roman Burkovsky

Antiferroelectric (AFE) materials are interesting due to recent discoveries of new prospective applications, although the mechanisms of the phase transitions that are at the heart of these applications remain incompletely understood. This work is devoted to the study of a single crystal of a model AFE, lead hafnate, by X-ray diffraction with in situ application of an electric field to trigger the transition to a polar phase. Two consecutive experiments were carried out on a 35 µm thick plate with [110] surface normal orientation over a field range from 0 to 330 kV cm−1 and back. A sharp drop in the intensity of R- and Σ-type reflections around 225 kV cm−1 was registered, with almost complete disappearance after 250 kV cm−1. This is compatible with a field-induced phase transition from the AFE to the R3m polar phase, which was suggested earlier on the basis of non-diffraction characterizations. X-ray diffraction reveals that the AFE domains with displacements parallel to the field direction react much more smoothly to the field, gradually reducing the AFE order at very small fields instead of holding it almost constant up to the critical field value, which is naturally expected. This expectation is fulfilled for domains with other orientations, but only for the first switching cycle; in the second switching cycle the AFE order already shows a notable decrease at subcritical fields. It is suggested that these observations could be linked with the antiphase domain wall population being affected by the field, which is consistent with the observation of diffuse rods between the Γ and Σ points. Another remarkable observation is the much smoother recovery of the AFE phase compared with its sharp disappearance at the critical field.

反铁电(AFE)材料因最近发现的新的应用前景而备受关注,尽管人们对这些应用的核心相变机制仍不甚了解。这项工作致力于通过 X 射线衍射法研究模型 AFE--铪酸铅的单晶体,并在原位施加电场以触发向极性相的转变。在 0 至 330 kV cm-1 的电场范围内,在表面法线方向为 [110] 的 35 µm 厚板上连续进行了两次实验。在 225 kV cm-1 左右,R 型和 Σ 型反射强度急剧下降,250 kV cm-1 后几乎完全消失。这与早先根据非衍射特征提出的从 AFE 到 R3m 极性相的场诱导相变相吻合。X 射线衍射显示,位移与磁场方向平行的 AFE 域对磁场的反应要平滑得多,在极小的磁场中,AFE 阶逐渐降低,而不是在临界磁场值之前几乎保持不变,这自然是意料之中的。这一预期在其他方向的畴中也得到了实现,但仅限于第一个切换周期;在第二个切换周期中,AFE阶在亚临界磁场下已经出现了明显的下降。有人认为,这些观察结果可能与反相畴壁群受到场的影响有关,这与在Γ点和Σ点之间观察到的扩散棒是一致的。另一个值得注意的现象是,与临界场的急剧消失相比,AFE 相的恢复要平缓得多。
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引用次数: 0
IF 5.2 3区 材料科学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-07-17
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引用次数: 0
IF 5.2 3区 材料科学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-07-17
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引用次数: 0
IF 5.2 3区 材料科学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-07-17
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引用次数: 0
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Journal of Applied Crystallography
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