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Deconvoluting thermomechanical effects in X-ray diffraction data using machine learning.
IF 1.9 4区 材料科学 Q3 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-03-01 Epub Date: 2025-01-31 DOI: 10.1107/S2053273325000403
Rachel E Lim, Shun Li Shang, Chihpin Chuang, Thien Q Phan, Zi Kui Liu, Darren C Pagan

X-ray diffraction is ideal for probing the sub-surface state during complex or rapid thermomechanical loading of crystalline materials. However, challenges arise as the size of diffraction volumes increases due to spatial broadening and because of the inability to deconvolute the effects of different lattice deformation mechanisms. Here, we present a novel approach that uses combinations of physics-based modeling and machine learning to deconvolve thermal and mechanical elastic strains for diffraction data analysis. The method builds on a previous effort to extract thermal strain distribution information from diffraction data. The new approach is applied to extract the evolution of the thermomechanical state during laser melting of an Inconel 625 wall specimen which produces significant residual stress upon cooling. A combination of heat transfer and fluid flow, elasto-plasticity and X-ray diffraction simulations is used to generate training data for machine-learning (Gaussian process regression, GPR) models that map diffracted intensity distributions to underlying thermomechanical strain fields. First-principles density functional theory is used to determine accurate temperature-dependent thermal expansion and elastic stiffness used for elasto-plasticity modeling. The trained GPR models are found to be capable of deconvoluting the effects of thermal and mechanical strains, in addition to providing information about underlying strain distributions, even from complex diffraction patterns with irregularly shaped peaks.

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引用次数: 0
Unit-cell parameters determination from a set of independent electron diffraction zonal patterns.
IF 1.9 4区 材料科学 Q3 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-03-01 Epub Date: 2025-01-31 DOI: 10.1107/S2053273325000300
Tatiana E Gorelik, Gerhard Miehe, Robert Bücker, Kaname Yoshida

Due to the short de Broglie wavelength of electrons compared with X-rays, the curvature of their Ewald sphere is low, and individual electron diffraction patterns are nearly flat in reciprocal space. As a result, a reliable unit-cell determination from a set of randomly oriented electron diffraction patterns, an essential step in serial electron diffraction, becomes a non-trivial task. Here we describe an algorithm for unit-cell determination from a set of independent electron diffraction patterns, as implemented in the program PIEP (Program for Interpreting Electron diffraction Patterns), written in the early 1990s. We evaluate the performance of the algorithm by unit-cell determination of two known structures - copper perchlorophthalocyanine (CuPcCl16) and lysozyme, challenging the algorithm by high-index zone patterns and long crystallographic axes. Finally, we apply the procedure to a new, structurally uncharacterized five amino acid peptide.

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引用次数: 0
Honeycombs - their variety, topology and symmetry.
IF 1.9 4区 材料科学 Q3 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-03-01 Epub Date: 2025-02-14 DOI: 10.1107/S2053273325000889
Zbigniew Dauter, Mariusz Jaskolski

The double-layer honeycomb with hexagonal cells, three rhombic faces between the two layers and p3m1 layer space-group symmetry, used universally by honeybees, is often considered to be the most efficient (from the point of view of wax economy) and the only honeycomb manufactured by bees. However, another variant of a symmetric and periodic double-layer hexagonal honeycomb with two hexagons and two rhombi between the two layers and slightly better wax economy was discovered theoretically in 1964 by Fejes Tóth and found in nature some years later. The present work shows that there is yet another possibility, with the interface formed by one hexagon and two quadrangles, in addition to the trivial case with flat hexagonal cell bottoms and very poor wax economy. Moreover, we demonstrate that the geometry of the Fejes Tóth honeycomb can be optimized for even better wax economy. All the theoretical honeycomb types are derived using the principle of Dirichlet-domain construction and shown to have more and less symmetric variants. Wax economy is calculated for each case, confirming that indeed the modified Fejes Tóth honeycomb is the most efficient, while the trivial flat-bottom case is the least.

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引用次数: 0
A physical optics formulation of Bloch waves and its application to 4D STEM, 3D ED and inelastic scattering simulations.
IF 1.9 4区 材料科学 Q3 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-03-01 Epub Date: 2025-01-30 DOI: 10.1107/S2053273325000142
Budhika G Mendis

Bloch waves are often used in dynamical diffraction calculations, such as simulating electron diffraction intensities for crystal structure refinement. However, this approach relies on matrix diagonalization and is therefore computationally expensive for large unit cell crystals. Here Bloch wave theory is re-formulated using the physical optics concepts underpinning the multislice method. In particular, the multislice phase grating and propagator functions are expressed in matrix form using elements of the Bloch wave structure matrix. The specimen is divided into thin slices, and the evolution of the electron wavefunction through the specimen calculated using the Bloch phase grating and propagator matrices. By decoupling specimen scattering from free space propagation of the electron beam, many computationally demanding simulations, such as 4D STEM imaging modes, 3D ED precession and rotation electron diffraction, phonon and plasmon inelastic scattering, are considerably simplified. The computational cost scales as {cal O}({N^2} ) per slice, compared with {cal O}({N^3} ) for a standard Bloch wave calculation, where N is the number of diffracted beams. For perfect crystals the performance can at times be better than multislice, since only the important Bragg reflections in the otherwise sparse diffraction plane are calculated. The physical optics formulation of Bloch waves is therefore an important step towards more routine dynamical diffraction simulation of large data sets.

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引用次数: 0
Isogonal 1-periodic polycatenanes (chains). Transitivity and intransitivity of links.
IF 1.9 4区 材料科学 Q3 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-03-01 Epub Date: 2025-02-14 DOI: 10.1107/S2053273325001044
Michael O'Keeffe, Michael M J Treacy

A systematic description of 1-periodic polycatenanes is given. The description uses piecewise-linear embeddings (straight edges) and is limited to structures with symmetry-related vertices (isogonal). Components linked are polygons, including knotted polygons and polyhedra. The structures described are generally those with the order of rotational symmetry up to 10. An account is given of transitivity and intransitivity in patterns of links.

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引用次数: 0
Symmetric 3-periodic polycatenanes: catenated rings, polyhedra and rods. 对称三周期聚连环烷:连环环、多面体和棒状。
IF 1.9 4区 材料科学 Q3 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-03-01 Epub Date: 2025-01-09 DOI: 10.1107/S2053273324012129
Michael O'Keeffe, Michael M J Treacy

We report symmetric (vertex- and arc-transitive) embeddings of catenated rings, polyhedra and rods. Linked triangles form infinite families of structures, and we limit this report to only structures with each ring linked to three or six others. For linked squares, hexagons, tetrahedra, octahedra, cubes and rods, only a small number of symmetric structures were found, and all are reported.

我们报道对称(顶点传递和弧传递)嵌入的悬链环,多面体和棒。链接三角形形成了无限的结构族,我们将此报告限制为每个环连接到三个或六个其他环的结构。对于连接的正方形、六边形、四面体、八面体、立方体和棒状体,只发现了少数对称结构,并且都有报道。
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引用次数: 0
Crystallography of quasiperiodic moiré patterns in homophase twisted bilayers.
IF 1.9 4区 材料科学 Q3 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-03-01 Epub Date: 2025-01-30 DOI: 10.1107/S2053273324012087
Marianne Quiquandon, Denis Gratias

This paper discusses the geometric properties and symmetries of general moiré patterns generated by homophase bilayers twisted by rotation 2δ. These patterns are generically quasiperiodic of rank 4 and result from the interferences between two basic periodicities incommensurate to each other, defined by the sites in the layers that are kept invariant through the symmetry operations of the structure. These invariant sites are distributed on the nodes of a set of lattices called Φ-lattices - where Φ runs on the rotation operations of the symmetry group of the monolayers - which are the centers of rotation 2δ + Φ transforming a lattice node of the first layer into a node of the second. It is demonstrated that when a coincidence lattice exists, it is the intersection of all the Φ-lattices of the structure.

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引用次数: 0
Homophase bilayers: more than just the sum of their monolayers.
IF 1.9 4区 材料科学 Q3 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-03-01 Epub Date: 2025-02-25 DOI: 10.1107/S2053273325001573
M Feuerbacher

Twisted homophase bilayers, stacks of two rotated monolayers such as graphene, exhibit remarkable physical properties absent in their constituent monolayers. The structure of bilayer systems is dominated by a moiré effect and critically depends on the twist angle. Quiquandon & Gratias [Acta Cryst. (2025), A81, 94-106] develop a crystallographic framework for rigorous description of the structure of bilayers, including systems without a coincidence lattice. They offer a set of tools that can describe the structure of any arbitrary bilayer system and enable the connection with its physical properties.

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引用次数: 0
Small-angle rigid-unit modes requiring linear strain compensation. 需要线性应变补偿的小角刚性单元模式。
IF 1.9 4区 材料科学 Q3 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-01-01 DOI: 10.1107/S205327332401163X
Bryce T Eggers, Harold T Stokes, Branton J Campbell

Group-theoretical and linear-algebraic methods and tools have recently been developed that aim to exhaustively identify the small-angle rotational rigid-unit modes (RUMs) of a given framework material. But in their current form, they fail to detect RUMs that require a compensating lattice strain which grows linearly with the amplitude of the rigid-unit rotations. Here, we present a systematic approach to including linear strain compensation within the linear-algebraic RUM-search method, so that any geometrically possible small-angle RUM can be detected.

最近开发了群论和线性代数方法和工具,旨在详尽地识别给定框架材料的小角度旋转刚性单元模式(RUMs)。但在目前的形式下,它们无法检测到需要补偿晶格应变的rum,该应变随刚性单元旋转幅度线性增长。在这里,我们提出了一种系统的方法,在线性代数RUM搜索方法中包含线性应变补偿,从而可以检测到任何几何上可能的小角度RUM。
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引用次数: 0
Growth functions of periodic space tessellations. 周期空间镶嵌的生长函数。
IF 1.9 4区 材料科学 Q3 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-01-01 DOI: 10.1107/S2053273324010763
Bartosz Naskręcki, Jakub Malinowski, Zbigniew Dauter, Mariusz Jaskolski

This work analyzes the rules governing the growth of the numbers of vertices, edges and faces in all possible periodic tessellations of the 2D Euclidean space, and encodes those rules in several types of polynomial growth functions. These encodings map the geometric, combinatorial and topological properties of the tessellations into sets of integer coefficients. Several general statements about these encodings are given with rigorous mathematical proof. The variation of the growth functions is represented graphically and analyzed in orphic diagrams, so named because of their similarity to orphic art. Several examples of 3D space groups are included, to emphasize the complexity of the growth functions in higher dimensions. A freely available Python library is presented to facilitate the discovery of the growth functions and the generation of orphic diagrams.

这项工作分析了在二维欧几里德空间的所有可能的周期性镶嵌中控制顶点、边和面数量增长的规则,并将这些规则编码为几种类型的多项式生长函数。这些编码将镶嵌的几何、组合和拓扑属性映射到整数系数集合中。给出了关于这些编码的几个一般表述,并给出了严格的数学证明。生长函数的变化是用形图来表示和分析的,因其与形图艺术相似而得名。包括了几个三维空间群的例子,以强调高维生长函数的复杂性。提供了一个免费的Python库,以方便发现生长函数和生成orphic图。
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Acta Crystallographica Section A: Foundations and Advances
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