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Contrasting the nature of plastic fluctuations in small-sized systems of BCC and FCC materials 对比 BCC 和 FCC 材料小尺寸系统中塑性波动的性质
Pub Date : 2024-04-17 DOI: 10.1186/s41313-024-00061-x
Jérôme Weiss, Peng Zhang, Pengming Cheng, Gang Liu

It is now well established that, upon decreasing system sizes down to a few (upmu)m or below, the nature of plasticity of metallic materials is changing. Two important features of this small-sizes plasticity are two size effects, which can be summed up as “smaller is stronger” and “smaller is wilder”, this last observation meaning that the jerkiness of plastic deformation becomes prominent at small enough system sizes. In FCC and HCP materials, this is now rather well understood within the framework of obstacle-controlled plasticity, from the key role of a scaling ratio between the system size L and an internal scale l mainly dictated by dislocation patterning in pure materials, or by the nature of extrinsic disorder in alloys. The situation is more complex in BCC materials, for which screw dislocation motion becomes lattice-controlled, i.e. is thermally activated, below a transition temperature (T_a). Therefore, in small-sized BCC systems, temperature, size and strain-rate effects combine to give rise to a complex landscape. We show, from an analysis of the literature as well as micropillar compression tests on Molybdenum performed with different sample sizes, under different temperatures and different applied strain-rates, that (i) near or above (T_a), the plasticity of pure BCC metals is athermal and obstacle-controlled, much like at bulk scales, therefore mimicking that of pure FCC metals; (ii) below (T_a) and for sample sizes larger than (sim)1 (upmu)m, BCC plasticity becomes lattice-controlled, this damping dislocation avalanches and thus reducing wildness; but (iii) for very small systems, still below (T_a), the role of screw dislocations on plasticity vanishes, i.e. is no more lattice-controlled, opening again the door for wild plastic fluctuations and jerkiness.

目前已经确定的是,当系统尺寸减小到几(upmu)米或以下时,金属材料的塑性性质正在发生变化。这种小尺寸塑性的两个重要特征是两种尺寸效应,可以概括为 "越小越强 "和 "越小越狂野",最后一个观察结果意味着,在足够小的系统尺寸下,塑性变形的突变性会变得非常突出。在 FCC 和 HCP 材料中,这种情况在障碍物控制塑性的框架内已经得到了很好的理解,因为在纯材料中,系统尺寸 L 与内部尺度 l 之间的比例关系主要是由位错图案决定的,在合金中则是由外在无序的性质决定的。在BCC材料中,情况更为复杂,因为在低于转变温度(T_a)时,螺旋位错运动变得由晶格控制,即被热激活。因此,在小尺寸 BCC 体系中,温度、尺寸和应变速率效应共同作用产生了复杂的景观。我们通过分析文献以及在不同温度和不同应用应变速率下用不同尺寸的样品对钼进行的微柱压缩测试表明:(i) 接近或高于 (T_a) 时,纯 BCC 金属的塑性是受热膨胀和障碍物控制的,这与块体尺度非常相似,因此模仿了纯 FCC 金属的塑性;(ii) 低于(T_a)且样品尺寸大于(sim)1 (upmu)m时,BCC塑性变为晶格控制,这将抑制位错雪崩,从而降低野性;但(iii) 对于非常小的系统,仍然低于(T_a),螺位错对塑性的作用消失,即不再是晶格控制。即不再由晶格控制,从而再次为剧烈的塑性波动和颠簸敞开大门。
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引用次数: 0
Serrated plastic flow in deforming complex concentrated alloys: universal signatures of dislocation avalanches 复杂浓缩合金变形过程中的锯齿状塑性流动:位错雪崩的普遍特征
Pub Date : 2024-04-11 DOI: 10.1186/s41313-024-00059-5
Kamran Karimi, Amin Esfandiarpour, Stefanos Papanikolaou

Under plastic flow, multi-element high/medium-entropy alloys (HEAs/MEAs) commonly exhibit complex intermittent and collective dislocation dynamics owing to inherent lattice distortion and atomic-level chemical complexities. Using atomistic simulations, we report on an avalanche study of model face-centered cubic (fcc) NiCoCrFeMn and NiCoCr chemically complex alloys aiming for microstructural/topological characterization of associated dislocation avalanches. The results of our avalanche simulations reveal a close correspondence between the observed serration features in the stress response of the deforming HEA/MEA and the incurred slip patterns within the bulk crystal. We show that such correlations become quite pronounced within the rate-independent (quasi-static) regime exhibiting scale-free statistics and critical scaling features as universal signatures of dislocation avalanches.

在塑性流动条件下,多元素高/中熵合金(HEAs/MEAs)由于固有的晶格畸变和原子级化学复杂性,通常会表现出复杂的间歇和集合位错动力学。通过原子模拟,我们报告了对模型面心立方(ccc)镍钴铬铁锰合金和镍钴铬化学复合合金的雪崩研究,旨在对相关位错雪崩进行微观结构/拓扑表征。我们的雪崩模拟结果表明,在变形 HEA/MEA 的应力响应中观察到的锯齿状特征与块状晶体内发生的滑移模式之间存在密切的对应关系。我们表明,在与速率无关的(准静态)状态下,这种相关性变得相当明显,表现出无标度统计和临界标度特征,成为位错雪崩的普遍特征。
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引用次数: 0
Coupled dislocations and fracture dynamics at finite deformation: model derivation, and physical questions 有限变形时的耦合位错与断裂动力学:模型推导与物理问题
Pub Date : 2024-04-09 DOI: 10.1186/s41313-024-00058-6
Amit Acharya

A continuum mechanical model of coupled dislocation based plasticity and fracture at finite deformation is proposed. Motivating questions and target applications of the model are sketched.

提出了基于位错的塑性和有限变形断裂耦合连续介质力学模型。简要介绍了该模型的动机问题和目标应用。
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引用次数: 0
Non-singular straight dislocations in anisotropic crystals 各向异性晶体中的非弧形直线位错
Pub Date : 2024-03-26 DOI: 10.1186/s41313-024-00057-7
Markus Lazar, Giacomo Po

A non-singular dislocation theory of straight dislocations in anisotropic crystals is derived using simplified anisotropic incompatible first strain gradient elasticity theory. Based on the non-singular theory of dislocations for anisotropic crystals, all dislocation key-formulas of straight dislocations are derived in generalized plane strain, for the first time. In this model, the singularity of the dislocation fields at the dislocation core is regularized owing to the nonlocal nature of strain gradient elasticity. The non-singular dislocation fields of straight dislocations are obtained in terms of two-dimensional anisotropic Green functions of simplified anisotropic strain gradient elasticity. All necessary Green functions, including the two-dimensional Green tensor of the twofold anisotropic Helmholtz-Navier operator and the two-dimensional (varvec{F})-tensor of generalized plane strain, are derived as sum of the classical part and a gradient part in terms of Meijer G-functions. Among others, we calculate the regularization of the Barnett solution for the elastic distortion of straight dislocations in an anisotropic crystal. In the framework of simplified anisotropic first strain gradient elasticity, the necessary material parameters are computed for cubic materials including aluminum (Al), copper (Cu), iron (Fe) and tungsten (W) using a second nearest-neighbour modified embedded-atom-method interatomic potential. The elastic distortion and stress fields of screw and edge dislocations of (frac{1}{2} langle 111rangle) Burgers vector in bcc iron and bcc tungsten and screw and edge dislocations of (frac{1}{2} langle 110rangle) Burgers vector in fcc copper and fcc aluminum have been computed and presented in contour plots.

利用简化的各向异性不相容第一应变梯度弹性理论,推导了各向异性晶体中直位错的非矢量位错理论。基于各向异性晶体的非奇异位错理论,首次在广义平面应变中推导出了直位错的所有位错关键公式。在该模型中,由于应变梯度弹性的非局部性,差排核心处的差排场的奇异性被正则化。直线位错的非奇异位错场是通过简化各向异性应变梯度弹性的二维各向异性格林函数得到的。所有必要的格林函数,包括二重各向异性亥姆霍兹-纳维尔算子的二维格林张量和广义平面应变的二维(varvec{F})-张量,都以经典部分和梯度部分之和的形式导出梅耶尔 G 函数。其中,我们计算了各向异性晶体中直位错弹性变形的巴尼特解的正则化。在简化的各向异性第一应变梯度弹性框架内,我们使用第二近邻修正嵌入原子法原子间势计算了立方材料(包括铝、铜、铁和钨)的必要材料参数。计算了bcc铁和bcc钨中(frac{1}{2} langle 111rangle) Burgers矢量的螺钉和边缘位错的弹性变形和应力场,以及fcc铜和fcc铝中(frac{1}{2} langle 110rangle) Burgers矢量的螺钉和边缘位错的弹性变形和应力场,并以等高线图的形式呈现。
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引用次数: 0
Designing Ti-6Al-4V microstructure for strain delocalization using neural networks 利用神经网络设计应变分散的 Ti-6Al-4V 显微结构
Pub Date : 2024-03-01 DOI: 10.1186/s41313-024-00055-9
Behnam Ahmadikia, Adolph L. Beyerlein, Jonathan M. Hestroffer, M. Arul Kumar, Irene J. Beyerlein

The deformation behavior of Ti-6Al-4V titanium alloy is significantly influenced by slip localized within crystallographic slip bands. Experimental observations reveal that intense slip bands in Ti-6Al-4V form at strains well below the macroscopic yield strain and may serially propagate across grain boundaries, resulting in long-range localization that percolates through the microstructure. These connected, localized slip bands serve as potential sites for crack initiation. Although slip localization in Ti-6Al-4V is known to be influenced by various factors, an investigation of optimal microstructures that limit localization remains lacking. In this work, we develop a novel strategy that integrates an explicit slip band crystal plasticity technique, graph networks, and neural network models to identify Ti-6Al-4V microstructures that reduce the propensity for strain localization. Simulations are conducted on a dataset of 3D polycrystals, each represented as a graph to account for grain neighborhood and connectivity. The results are then used to train neural network surrogate models that accurately predict localization-based properties of a polycrystal, given its microstructure. These properties include the ratio of slip accumulated in the band to that in the matrix, fraction of total applied strain accommodated by slip bands, and spatial connectivity of slip bands throughout the microstructure. The initial dataset is enriched by synthetic data generated by the surrogate models, and a grid search optimization is subsequently performed to find optimal microstructures. Describing a 3D polycrystal with only a few features and a combination of graph and neural network models offer robustness compared to the alternative approaches without compromising accuracy. We show that while each material property is optimized through a unique microstructure solution, elongated grain shape emerges as a recurring feature among all optimal microstructures. This finding suggests that designing microstructures with elongated grains could potentially mitigate strain localization without compromising strength.

Ti-6Al-4V 钛合金的变形行为受到晶体学滑移带内局部滑移的显著影响。实验观察表明,Ti-6Al-4V 中的强烈滑移带是在应变远低于宏观屈服应力时形成的,并可能在晶界间连续传播,从而导致长程局部化,并渗透到微观结构中。这些连接的局部滑移带是裂纹萌生的潜在部位。众所周知,Ti-6Al-4V 中的滑移局部化会受到各种因素的影响,但目前仍缺乏对限制局部化的最佳微结构的研究。在这项工作中,我们开发了一种新策略,将明确的滑移带晶体塑性技术、图网络和神经网络模型整合在一起,以确定可降低应变局部化倾向的 Ti-6Al-4V 微结构。模拟是在三维多晶体数据集上进行的,每个多晶体都以图形表示,以考虑晶粒邻域和连通性。模拟结果用于训练神经网络代用模型,根据多晶体的微观结构,准确预测其基于局部化的特性。这些属性包括滑移带中累积的滑移量与基体中累积的滑移量之比、滑移带所容纳的总外加应变的比例以及滑移带在整个微观结构中的空间连通性。初始数据集由代用模型生成的合成数据充实,随后进行网格搜索优化以找到最佳微结构。与其他方法相比,仅用少量特征描述三维多晶体以及图和神经网络模型的组合具有更强的鲁棒性,而不会降低精度。我们的研究表明,虽然每种材料特性都通过独特的微结构解决方案得到优化,但细长的晶粒形状是所有最优微结构中反复出现的特征。这一发现表明,设计具有细长晶粒的微结构有可能在不影响强度的情况下减轻应变局部化。
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引用次数: 0
Role of interfaces on the mechanical response of accumulative roll bonded nanometallic laminates investigated via dislocation dynamics simulations 通过位错动力学模拟研究界面对累积辊粘纳米金属层压板机械响应的作用
Pub Date : 2024-02-27 DOI: 10.1186/s41313-024-00054-w
Aritra Chakraborty, Aaron A. Kohnert, Abigail Hunter, Laurent Capolungo

Unraveling the effects of continuous dislocation interactions with interfaces, particularly at the nanometer length scales, is key to a broader understanding of plasticity, to material design and to material certification. To this end, this work proposes a novel discrete dislocation dynamics-based model for dislocation interface interactions tracking the fate of residual dislocation on interfaces. This new approach is used to predict the impact of dislocation/interface reactions on the overall mechanical behavior of accumulative roll bonded nanometallic laminates. The framework considers the dynamic evolution of the interface concurrent with a large network of dislocations, thus, accounting for the local short and long range effects of the dislocations under the external boundary conditions. Specifically, this study focuses on two-phase Fe/Cu nanometallic laminates, and investigates the role of the underlying elastic and plastic contrast of the Fe and the Cu layers on the composite response of the material. Moreover, the role of initial microstructures, resulting from processing is also investigated. Subsequently, the model is used to examine the effect of layer thickness and interface orientation relationship on the residual stresses of the relaxed microstructure. The associated mechanical response of these laminates are compared when loaded under normal direction compression, as well as shear compression. Finally, this work predicts a dominant effect of the layer thickness, as compared to the interface orientation relationship, on the macroscopic response and on the residual stresses of these nanolaminates, while the local dislocation transmission propensity through the interface is significantly influenced by the corresponding orientation relationship.

揭示连续差排与界面相互作用的影响,特别是在纳米长度尺度上的影响,是更广泛地理解塑性、材料设计和材料认证的关键。为此,本研究提出了一种基于离散位错动力学的新型位错界面相互作用模型,用于跟踪界面上残余位错的命运。这种新方法可用于预测差排/界面反应对累积辊粘纳米金属层压板整体机械行为的影响。该框架考虑了界面与大型位错网络同时发生的动态演变,从而考虑了位错在外部边界条件下的局部短程和长程效应。具体而言,本研究以铁/铜两相纳米金属层压板为重点,研究了铁层和铜层的弹性和塑性对比对材料复合响应的作用。此外,还研究了加工过程中产生的初始微结构的作用。随后,该模型被用于研究层厚度和界面取向关系对松弛微结构残余应力的影响。比较了这些层压板在法向压缩和剪切压缩加载时的相关机械响应。最后,这项研究预测,与界面取向关系相比,层厚度对这些纳米层压板的宏观响应和残余应力具有主要影响,而通过界面的局部位错传输倾向则受到相应取向关系的显著影响。
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引用次数: 0
Multiscale modeling of dislocations: combining peridynamics with gradient elasticity 位错的多尺度建模:将周动力学与梯度弹性相结合
Pub Date : 2024-02-05 DOI: 10.1186/s41313-024-00052-y
Jonas Ritter, Michael Zaiser

Modeling dislocations is an inherently multiscale problem as one needs to simultaneously describe the high stress fields near the dislocation cores, which depend on atomistic length scales, and a surface boundary value problem which depends on boundary conditions on the sample scale. We present a novel approach which is based on a peridynamic dislocation model to deal with the surface boundary value problem. In this model, the singularity of the stress field at the dislocation core is regularized owing to the non-local nature of peridynamics. The effective core radius is defined by the peridynamic horizon which, for reasons of computational cost, must be chosen much larger than the lattice constant. This implies that dislocation stresses in the near-core region are seriously underestimated. By exploiting relationships between peridynamics and Mindlin-type gradient elasticity, we then show that gradient elasticity can be used to construct short-range corrections to the peridynamic stress field that yield a correct description of dislocation stresses from the atomic to the sample scale.

位错建模本质上是一个多尺度问题,因为我们需要同时描述位错核心附近的高应力场(取决于原子长度尺度)和表面边界值问题(取决于样品尺度上的边界条件)。我们提出了一种基于周动力位错模型的新方法来处理表面边界值问题。在该模型中,由于周动力学的非局部性,差排核心处应力场的奇异性被正则化。有效核心半径由周动力学水平线定义,出于计算成本的考虑,必须选择比晶格常数大得多的水平线。这意味着近核区域的位错应力被严重低估。通过利用周动力学和明德林梯度弹性之间的关系,我们证明梯度弹性可用于构建周动力学应力场的短程修正,从而正确描述从原子到样品尺度的差排应力。
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引用次数: 0
Correction: Assessment of four strain energy decomposition methods for phase field fracture models using quasi-static and dynamic benchmark cases 更正:利用准静态和动态基准案例评估相场断裂模型的四种应变能分解方法
Pub Date : 2024-01-02 DOI: 10.1186/s41313-023-00051-5
Shuaifang Zhang, Wen Jiang, Michael R. Tonks
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引用次数: 0
Relating plasticity to dislocation properties by data analysis: scaling vs. machine learning approaches 通过数据分析将塑性与位错特性联系起来:缩放与机器学习方法
Pub Date : 2023-01-03 DOI: 10.1186/s41313-022-00050-y
Stefan Hiemer, Haidong Fan, Michael Zaiser

Plasticity modelling has long relied on phenomenological models based on ad-hoc assumption of constitutive relations, which are then fitted to limited data. Other work is based on the consideration of physical mechanisms which seek to establish a physical foundation of the observed plastic deformation behavior through identification of isolated defect processes (’mechanisms’) which are observed either experimentally or in simulations and then serve to formulate so-called physically based models. Neither of these approaches is adequate to capture the complexity of plastic deformation which belongs into the realm of emergent collective phenomena, and to understand the complex interplay of multiple deformation pathways which is at the core of modern high performance structural materials. Data based approaches offer alternative pathways towards plasticity modelling whose strengths and limitations we explore here for a simple example, namely the interplay between rate and dislocation density dependent strengthening mechanisms in fcc metals.

长期以来,塑性建模依赖于基于本构关系临时假设的现象学模型,然后将其拟合到有限的数据中。其他工作是基于对物理机制的考虑,通过识别实验或模拟中观察到的孤立缺陷过程(“机制”),寻求建立观察到的塑性变形行为的物理基础,然后用于制定所谓的基于物理的模型。这两种方法都不足以捕捉属于紧急集体现象领域的塑性变形的复杂性,也不足以理解现代高性能结构材料核心的多种变形途径的复杂相互作用。基于数据的方法为塑性建模提供了替代途径,我们在这里以一个简单的例子来探讨其优点和局限性,即fcc金属中依赖于速率和位错密度的强化机制之间的相互作用。
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引用次数: 1
Periodic plane-wave electronic structure calculations on quantum computers 基于量子计算机的周期性平面波电子结构计算
Pub Date : 2023-01-03 DOI: 10.1186/s41313-022-00049-5
Duo Song, Nicholas P. Bauman, Guen Prawiroatmodjo, Bo Peng, Cassandra Granade, Kevin M. Rosso, Guang Hao Low, Martin Roetteler, Karol Kowalski, Eric J. Bylaska

A procedure for defining virtual spaces, and the periodic one-electron and two-electron integrals, for plane-wave second quantized Hamiltonians has been developed, and it was validated using full configuration interaction (FCI) calculations, as well as executions of variational quantum eigensolver (VQE) circuits on Quantinuum’s ion trap quantum computers accessed through Microsoft’s Azure Quantum service. This work is an extension to periodic systems of a new class of algorithms in which the virtual spaces were generated by optimizing orbitals from small pairwise CI Hamiltonians, which we term as correlation optimized virtual orbitals with the abbreviation COVOs. In this extension, the integration of the first Brillouin zone is automatically incorporated into the two-electron integrals. With these procedures, we have been able to derive virtual spaces, containing only a few orbitals, that were able to capture a significant amount of correlation. The focus in this manuscript is on comparing the simulations of small molecules calculated with plane-wave basis sets with large periodic unit cells at the (Gamma)-point, including images, to results for plane-wave basis sets with aperiodic unit cells. The results for this approach were promising, as we were able to obtain good agreement between periodic and aperiodic results for an LiH molecule. Calculations performed on the Quantinuum H1-1 quantum computer produced surprisingly good energies, in which the error mitigation played a small role in the quantum hardware calculations and the (noisy) quantum simulator results. Using a modest number of circuit runs (500 shots), we reproduced the FCI values for the 1 COVO Hamiltonian with an error of 11 milliHartree, which is expected to improve with a larger number of circuit runs.

为平面波第二量子化哈密顿量定义虚拟空间和周期单电子和双电子积分的程序已经开发出来,并使用全组态相互作用(FCI)计算以及在量子离子阱量子计算机上执行变分量子特征解算器(VQE)电路进行了验证,这些计算机通过微软的Azure量子服务访问。本文是对一类新的周期系统算法的扩展,其中虚拟空间是通过从小的成对CI哈密顿量优化轨道生成的,我们将其称为相关优化虚拟轨道,缩写为COVOs。在此扩展中,第一布里渊区的积分自动纳入双电子积分。通过这些程序,我们已经能够推导出只包含少数轨道的虚拟空间,这些空间能够捕捉到大量的相关性。本文的重点是比较在(Gamma) -点用平面波基集与大周期单元格计算的小分子的模拟,包括图像,与非周期单元格平面波基集的结果。这种方法的结果是有希望的,因为我们能够在LiH分子的周期和非周期结果之间获得很好的一致性。在量子H1-1量子计算机上进行的计算产生了令人惊讶的良好能量,其中误差缓解在量子硬件计算和(有噪声的)量子模拟器结果中发挥了很小的作用。使用少量的电路运行(500次射击),我们以11毫哈特里的误差再现了1 COVO哈密顿量的FCI值,预计随着电路运行次数的增加,FCI值将得到改善。
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引用次数: 2
期刊
Materials Theory
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