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Phononic origin of the infrared dielectric properties of RE2O3 (RE = Y, Gd, Ho, Lu) compounds RE2O3(RE = Y、Gd、Ho、Lu)化合物红外介电性能的声波起源
IF 1.8 4区 材料科学 Q2 Mathematics Pub Date : 2024-05-12 DOI: 10.1088/1361-651x/ad461e
Yixiu Luo, Juan Wang, Luchao Sun and Jingyang Wang
Understanding the phononic origin of the infrared (IR) dielectric properties of yttria (Y2O3) and other rare-earth sesquioxides (RE2O3) is a fundamental task in the search of appropriate RE2O3 materials that serve particular IR optical applications. We herein investigate the IR dielectric properties of RE2O3 (RE = Y, Gd, Ho, Lu) using density functional theory-based phonon calculations and Lorentz oscillator model. The abundant IR-active optical phonon modes that are available for effective absorption of photons result in high reflectance of RE2O3, among which four IR-active modes originated from large distortions of REO6 octahedra are found to contribute dominantly to the phonon dielectric constants. Particularly, the present calculation method by considering one-phonon absorption process is demonstrated with good reliability in predicting the IR dielectric parameters of RE2O3 at the far-IR as well as the vicinity of mid-IR region, and the potential cutoff frequency/wavelength of its applicability is disclosed as characterized by the maximum frequency of IR-active longitudinal phonon modes. The results deepen the understanding on IR dielectric properties of RE2O3, and aid the computational design of materials with appropriate IR properties.
了解钇(Y2O3)和其他稀土倍半氧化物(RE2O3)的红外(IR)介电特性的声子起源是寻找适用于特定红外光学应用的 RE2O3 材料的一项基本任务。在此,我们利用基于密度泛函理论的声子计算和洛伦兹振荡器模型研究了 RE2O3(RE = Y、Gd、Ho、Lu)的红外介电性能。大量可用于有效吸收光子的红外活性光学声子模式导致了 RE2O3 的高反射率,其中源于 REO6 八面体大畸变的四个红外活性模式对声子介电常数起着主导作用。特别是,本计算方法考虑了单声子吸收过程,在预测 RE2O3 在远红外和中红外区附近的红外介电参数方面具有良好的可靠性,并以红外活跃纵向声子模式的最大频率为特征,揭示了其适用性的潜在截止频率/波长。这些结果加深了对 RE2O3 红外介电性能的理解,有助于计算设计具有适当红外特性的材料。
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引用次数: 0
Direct integration of measured viscoelastic relaxation data in time-domain finite element simulations 时域有限元模拟中粘弹性弛豫测量数据的直接整合
IF 1.8 4区 材料科学 Q2 Mathematics Pub Date : 2024-05-10 DOI: 10.1088/1361-651x/ad44bd
Eric Abercrombie, J Gregory McDaniel
The current approach to modeling viscoelastic materials in most commercial finite element packages is based on the General Maxwell Model, which views these materials as combinations of spring and dashpot elements. However, the data can be incorporated more directly into a transient finite element study by direct interpolation of the relaxation function. This work explores a linear interpolation scheme to the inclusion of viscoelastic relaxation functions on an example problem. The results show several benefits over the General Maxwell Model for transient studies. Included in the analysis are displacement solutions utilizing both approaches, relaxation function error calculations for both approaches, and parametric runtime studies comparing speed of calculation. The variation in computational flop counts is considered and an argument is made for the preference of the proposed approach.
目前,大多数商用有限元软件包中的粘弹性材料建模方法都基于通用麦克斯韦模型,该模型将粘弹性材料视为弹簧和仪表盘元素的组合。然而,通过直接插入松弛函数,可以更直接地将数据纳入瞬态有限元研究。本研究探索了一种线性插值方案,将粘弹性松弛函数纳入到一个示例问题中。研究结果表明,在瞬态研究中,与一般麦克斯韦模型相比,该模型具有多种优势。分析包括利用两种方法的位移解决方案、两种方法的松弛函数误差计算以及比较计算速度的参数运行时间研究。考虑了计算翻转次数的变化,论证了建议方法的优越性。
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引用次数: 0
Size effects on spinodal decomposition 尺寸对旋光分解的影响
IF 1.8 4区 材料科学 Q2 Mathematics Pub Date : 2024-05-09 DOI: 10.1088/1361-651x/ad4408
George Petsos
We examine the influence of grains size on the stability of polycrystalline coherent binary solid solutions. By assuming that the grains are isotropic, we find that the tendency for instability decreases as the radius of the grains decrease. We also find that a temperature-dependent critical grain radius exists below which the tendency for instability vanishes and the grains are stable, with respect to infinitesimal composition fluctuations, for any initial composition. We find that the critical grain radius decreases monotonically as the temperature decrease. If the radius of the grains is smaller than the minimum critical grain radius the grains are stable for any temperature and initial composition.
我们研究了晶粒尺寸对多晶相干二元固溶体稳定性的影响。通过假设晶粒是各向同性的,我们发现随着晶粒半径的减小,不稳定性趋势也会减小。我们还发现,存在一个与温度相关的临界晶粒半径,在此半径以下,不稳定趋势消失,并且对于任何初始成分,晶粒在无限小的成分波动下都是稳定的。我们发现临界晶粒半径随着温度的降低而单调减小。如果晶粒半径小于最小临界晶粒半径,则晶粒在任何温度和初始成分下都是稳定的。
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引用次数: 0
Artificial neural network-based approach for prediction of nanomechanical properties of anodic coating on additively manufactured Al–10Si–Mg alloy 基于人工神经网络的铝-10Si-镁合金阳极涂层纳米力学性能预测方法
IF 1.8 4区 材料科学 Q2 Mathematics Pub Date : 2024-05-09 DOI: 10.1088/1361-651x/ad4407
Rahul Ghosh, Bhavana Sahu, Arjun Dey, Hari Krishna Thota, Karabi Das
Nowadays, anodic coating on additively manufactured (AM) or 3D printed Al–10Si–Mg alloy are used for various components in spacecraft such as antenna feeds, wave guides, structural brackets, collimators, thermal radiators etc. In this study, artificial neural network (ANN) and power law-based models are developed from experimental nanoindentation data for predicting elastic modulus and hardness of anodized AM Al–10Si–Mg at any desired loads. Data from nanoindentation experiments conducted on plan- and cross-sections of anodized coating on AM Al–10Si–Mg alloy was considered for modeling. Apart from nanomechanical properties, load and displacement curves were predicted using Python software from ANN and the Power law model of nanoindentation. It is observed that the ANN model of 50 mN nanoindentation experimental data can accurately predict the loading pattern at any desired load below 50 mN. Elastic modulus and hardness of anodized AM Al–10Si–Mg computed from ANN and the power law model of the unloading curve are also comparable with the values obtained from Weibull distribution analysis reported elsewhere. The derived models were also used to predict nanomechanical properties at 25 and 35 mN, for which no experimental data was available. The computed hardness of plan section of the anodic coating is 3.99 and 4.02 GPa for 25 and 35 mN, respectively. The computed hardness of cross-section of the anodic coating of is 7.16 and 6.61 GPa for 25 and 35 mN, respectively. Thus, the ANN and Power law model of nanoindentation can predict elastic modulus and hardness at different loads by conducting the minimum number of experiments. The novel approach to predict nanomechanical properties using ANN resulted in determining realistic and design specific data on hardness and modulus of the anodized coating on AM Al–10Si–Mg alloy.
如今,阳极涂层添加剂制造(AM)或三维打印的 Al-10Si-Mg 合金被用于航天器中的各种部件,如天线馈线、波导、结构支架、准直器、热辐射器等。本研究根据纳米压痕实验数据开发了基于人工神经网络(ANN)和幂律的模型,用于预测阳极氧化 AM Al-10Si-Mg 在任何所需载荷下的弹性模量和硬度。建模时考虑了对 AM Al-10Si-Mg 合金阳极氧化涂层的平面和横截面进行的纳米压痕实验数据。除纳米力学性能外,还使用 Python 软件根据 ANN 和纳米压痕幂律模型预测了载荷和位移曲线。据观察,50 毫牛顿纳米压痕实验数据的 ANN 模型可以准确预测 50 毫牛顿以下任何所需载荷的加载模式。根据 ANN 和卸载曲线的幂律模型计算出的阳极氧化 AM Al-10Si-Mg 的弹性模量和硬度值也与其他地方报道的通过 Weibull 分布分析获得的值相当。推导出的模型还用于预测 25 和 35 mN 条件下的纳米力学性能,因为没有这方面的实验数据。阳极涂层平面部分的计算硬度在 25 和 35 毫牛顿时分别为 3.99 和 4.02 GPa。阳极涂层横截面的计算硬度在 25 和 35 mN 条件下分别为 7.16 和 6.61 GPa。因此,纳米压痕的 ANN 和幂律模型可以通过进行最少的实验来预测不同载荷下的弹性模量和硬度。利用 ANN 预测纳米力学性能的新方法确定了 AM Al-10Si-Mg 合金阳极氧化涂层硬度和模量的现实和设计特定数据。
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引用次数: 0
Reply to comment on ‘Composition-based aluminum alloy selection using an artificial neural network’ 对 "利用人工神经网络选择基于成分的铝合金 "评论的回复
IF 1.8 4区 材料科学 Q2 Mathematics Pub Date : 2024-05-08 DOI: 10.1088/1361-651x/ad4574
Jaka Fajar Fatriansyah, Raihan Kenji Rizqillah, Iping Suhariadi, Andreas Federico, Ade Kurniawan
This reply is addressed to comments on our paper entitled ‘Composition-based Aluminum Alloy Selection Using an Artificial Neural Network.’ There are six main comments, and we addressed the comments carefully. This machine learning (ML) modeling is only part of the development of a broader material selection (or material screening) system. Consideration of other material properties can certainly be included through the integration of ML systems.
本答复是针对我们题为《使用人工神经网络进行基于成分的铝合金选择》的论文所提出的意见。主要有六条意见,我们已认真处理了这些意见。这种机器学习(ML)建模只是开发更广泛的材料选择(或材料筛选)系统的一部分。通过集成 ML 系统,当然还可以考虑其他材料特性。
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引用次数: 0
Comment on ‘Composition-based aluminum alloy selection using an artificial neural network’ 关于 "利用人工神经网络进行基于成分的铝合金选择 "的评论
IF 1.8 4区 材料科学 Q2 Mathematics Pub Date : 2024-05-08 DOI: 10.1088/1361-651x/ad4573
Russell Wanhill
This article comments on the article ‘Composition-based aluminum alloy selection using an artificial neural network previously published in this journal. It is shown that the input information of the modelling is much too limited and the selection procedure is simplistic and not applicable or relevant to the actual selection procedures for aerospace aluminum alloys. The modelling has been done without sufficient engineering knowledge (almost none) about the properties, selection criteria, alloy compositions and processing of aerospace structural aluminum alloys.
这篇文章是对本刊之前发表的文章 "使用人工神经网络进行基于成分的铝合金选择 "的评论。文章指出,建模的输入信息过于有限,选择程序过于简单,不适用于航空铝合金的实际选择程序。建模时没有充分了解(几乎没有)航空结构铝合金的性能、选择标准、合金成分和加工工艺。
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引用次数: 0
Gradient elasticity in Swift–Hohenberg and phase-field crystal models 斯威夫特-霍恩伯格和相场晶体模型中的梯度弹性
IF 1.8 4区 材料科学 Q2 Mathematics Pub Date : 2024-05-08 DOI: 10.1088/1361-651x/ad42bb
Lucas Benoit-Maréchal, Marco Salvalaglio
The Swift–Hohenberg (SH) and phase-field crystal (PFC) models are minimal yet powerful approaches for studying phenomena such as pattern formation, collective order, and defects via smooth order parameters. They are based on a free-energy functional that inherently includes elasticity effects. This study addresses how gradient elasticity (GE), a theory that accounts for elasticity effects at microscopic scales by introducing additional characteristic lengths, is incorporated into SH and PFC models. After presenting the fundamentals of these theories and models, we first calculate the characteristic lengths for various lattice symmetries in an approximated setting. We then discuss numerical simulations of stress fields at dislocations and comparisons with analytic solutions within first and second strain-gradient elasticity. Effective GE characteristic lengths for the elastic fields induced by dislocations are found to depend on the free-energy parameters in the same manner as the phase correlation length, thus unveiling how they change with the quenching depth. The findings presented in this study enable a thorough discussion and analysis of small-scale elasticity effects in pattern formation and crystalline systems using SH and PFC models and, importantly, complete the elasticity analysis therein. Additionally, we provide a microscopic foundation for GE in the context of order-disorder phase transitions.
斯威夫特-霍恩伯格(SH)模型和相场晶体(PFC)模型是研究图案形成、集体有序和通过平滑有序参数产生缺陷等现象的最简便而又强大的方法。它们以自由能函数为基础,其中固有地包含了弹性效应。梯度弹性(GE)理论通过引入额外的特征长度来解释微观尺度上的弹性效应,本研究探讨了如何将梯度弹性纳入 SH 和 PFC 模型。在介绍了这些理论和模型的基本原理后,我们首先计算了各种晶格对称性的近似特征长度。然后,我们讨论了位错应力场的数值模拟以及与第一和第二应变梯度弹性分析解的比较。我们发现,位错诱导的弹性场的有效 GE 特性长度与相相关长度一样取决于自由能参数,从而揭示了它们如何随淬火深度而变化。本研究中的发现使我们能够利用 SH 和 PFC 模型对图案形成和晶体系统中的小尺度弹性效应进行全面的讨论和分析,重要的是完成了其中的弹性分析。此外,我们还为有序-无序相变背景下的 GE 提供了微观基础。
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引用次数: 0
Detection of dislocation motion in atomistic simulations of nanocrystalline materials 纳米晶体材料原子模拟中的位错运动检测
IF 1.8 4区 材料科学 Q2 Mathematics Pub Date : 2024-04-25 DOI: 10.1088/1361-651x/ad437c
Noya Dimanstein Firman, E. Engelberg, Y. Ashkenazy
A method for identifying dislocation motion in atomistic simulations is presented. While identifying static and moving dislocations within a single crystal or a combination of such is well established, the method described here is tailored to identify dislocation motion by correlating the displacements of individual atoms. This facilitates the identification of dislocation motion in complex structural arrangements, and allows the specific contribution to plastic deformation, due to dislocation motion, to be separated from that of other mechanisms. The method is applied to test cases in crystals and grain boundaries, in which irradiation-induced creep was induced. It is shown that the method singles out the moving dislocations from among the dislocation forest at grain boundaries, thus identifying the specific reactions driving the distortion at any given time. This enables the study of dislocation processes in the presence of realistic obstacles, and the study of the effects of microstructure on dislocation mobility. As an example of such a study, the method is applied to rule out intragranular slip, and to estimate the contribution of dislocation motion to strain, in a NC undergoing irradiation-induced creep.
本文介绍了一种在原子模拟中识别位错运动的方法。虽然识别单晶体或晶体组合中的静态和移动位错的方法已经成熟,但本文介绍的方法是通过关联单个原子的位移来识别位错运动的。这有助于识别复杂结构排列中的位错运动,并将位错运动对塑性变形的具体影响与其他机制区分开来。该方法应用于晶体和晶界的测试案例,其中辐照诱发了蠕变。结果表明,该方法能从晶界位错林中挑出移动位错,从而确定在任何给定时间内驱动变形的特定反应。这样就能在存在实际障碍物的情况下研究位错过程,并研究微观结构对位错移动性的影响。作为此类研究的一个实例,该方法被用于排除晶内滑移,并估算在辐照诱导蠕变的数控机床中位错运动对应变的贡献。
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引用次数: 0
First-principles study of the effect of strain on the structural and optoelectronic properties of flexible photovoltaic material Cs2AgInBr6 应变对柔性光伏材料 Cs2AgInBr6 结构和光电特性影响的第一性原理研究
IF 1.8 4区 材料科学 Q2 Mathematics Pub Date : 2024-04-24 DOI: 10.1088/1361-651x/ad42bc
Brij Kumar Bareth, M. N. Tripathi
The lead-free double-perovskite halide materials are promising materials for photovoltaics. Recently, Cs2AgInBr6 (CAIB) has been synthesized with the estimated direct nature of a band gap value of 1.57 eV. To cover the wide solar spectrum for photo-conversion, the applied strain is one of the promising approaches to achieve it through band gap tuning. The density functional theory (DFT) is used to investigate the effect of compressive strain on the structural, electronic, and optical properties of CAIB. The elastic constants follow the Born-Huang stability criterion and show the mechanical stability of the composition even under compressive strain. The Poisson's ratio in the range of 0.23 to 0.26 and B/G >1.75 indicate the ductile and soft nature of the material. The band gap increases monotonically without changing the direct nature of the band gap by increasing the compressive strain.  However, the larger value of strain reproduces more dispersive conduction band minima and valence band maxima, resulting in lower effective masses and consequently larger carrier mobilities. The variations in the optical properties of CAIB are explored under compressive strain. The structural, electronic, and good photoresponse of the material in the visible and ultraviolet regions indicate the suitability of the material for flexible photovoltaics.
无铅双过氧化物卤化物材料是很有前途的光伏材料。最近,人们合成了 Cs2AgInBr6 (CAIB),其直接性质的带隙值估计为 1.57 eV。为了覆盖较宽的太阳光谱进行光电转换,应用应变是通过调整带隙实现光电转换的可行方法之一。本文采用密度泛函理论(DFT)研究了压缩应变对 CAIB 结构、电子和光学特性的影响。弹性常数遵循玻恩-黄稳定准则,表明即使在压缩应变下,该成分也具有机械稳定性。泊松比在 0.23 至 0.26 之间,B/G>1.75,表明材料具有韧性和柔软性。随着压缩应变的增加,带隙单调增大,但带隙的直接性质并没有改变。 然而,应变值越大,导带最小值和价带最大值的色散性越强,从而导致有效质量降低,载流子迁移率增大。我们探讨了 CAIB 在压缩应变下的光学特性变化。该材料在可见光和紫外线区域的结构、电子和良好的光响应表明,该材料适用于柔性光伏。
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引用次数: 0
The effect of geometrical parameters on dimensional deviation in LPBF produced TPMS lattices: a numerical simulation based study 几何参数对 LPBF 生产的 TPMS 晶格尺寸偏差的影响:基于数值模拟的研究
IF 1.8 4区 材料科学 Q2 Mathematics Pub Date : 2024-04-16 DOI: 10.1088/1361-651x/ad3a00
Orhan Gülcan, Kadir Günaydın, Aykut Tamer
Triply periodic minimal surface (TPMS) lattices have drawn great attention both in academic and industrial perspective due to their outstanding mechanical behaviours. Additive manufacturing (AM) modalities enable the production of these lattices very easily. However, dimensional inaccuracy is still one of the problems that AM still faces with. Manufacturing of these lattices with AM modalities, then measuring the critical dimensions and making design changes accordingly is a costly process. Therefore, it is necessary to predict the dimensional deviation of TPMS lattices before print is a key topic. This study focused on prediction of dimensional deviation of laser powder bed fusion (LPBF) produced gyroid, diamond, primitive, IWP and Fisher-Koch lattices by using thermomechanical simulations. TPMS type, unit cell size, volume fraction, functional grading and part orientation were selected as design variables. Results showed that all the design inputs have effects on dimensional accuracy of LPBF produced parts and TPMS type has the most critical factor. Based on analysis of variance analysis, an optimum lattice configuration was proposed to obtain the lowest dimensional deviation after LPBF build.
三周期极小表面(TPMS)晶格因其出色的机械性能,在学术界和工业界都引起了极大的关注。增材制造(AM)模式使这些晶格的生产变得非常容易。然而,尺寸不精确仍然是 AM 面临的问题之一。使用增材制造模式制造这些晶格,然后测量关键尺寸并相应地修改设计,是一个成本高昂的过程。因此,有必要在打印前预测 TPMS 晶格的尺寸偏差,这是一个关键课题。本研究通过热力学模拟,重点预测了激光粉末床熔融(LPBF)生产的陀螺、金刚石、基元、IWP 和 Fisher-Koch 晶格的尺寸偏差。选择 TPMS 类型、单元尺寸、体积分数、功能分级和零件方向作为设计变量。结果表明,所有设计输入都会影响 LPBF 制成零件的尺寸精度,而 TPMS 类型是最关键的因素。根据方差分析,提出了一种最佳晶格配置,以获得 LPBF 制作后最小的尺寸偏差。
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引用次数: 0
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Modelling and Simulation in Materials Science and Engineering
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