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An informatics method for inferring the hardening exponent of plasticity in polycrystalline metals from surface strain measurements 从表面应变测量推断多晶金属塑性硬化指数的信息学方法
Pub Date : 2024-07-29 DOI: 10.1186/s41313-024-00053-x
Stefanos Papanikolaou

The investigation of strain hardening in metals is complex, with the outcome depending on experimental conditions, that may involve microstructural history, temperature and loading rate. Hardening is commonly measured, after mechanical processing, through controlled mechanical testing, in ways that either distinguish elastic (stress) from total deformation measurements, or by identifying plastic slip contributions. In this paper, we conjecture that hardening effects can be unraveled through statistical analysis of total strain fluctuations during the evolution sequence of profiles, measured in-situ, through digital image correlation. In particular, we hypothesize that the work hardening exponent is related, through a power-law relationship, to a particular exponent arising from principal component analysis. We demonstrate a scaling analysis for synthetic data produced by widely applicable crystal plasticity models for polycrystalline solids.

Graphical Abstract

金属应变硬化的研究非常复杂,其结果取决于实验条件,可能涉及微结构历史、温度和加载速率。硬化通常是在机械加工后通过受控机械测试进行测量的,测量方法要么是区分弹性(应力)和总变形测量,要么是确定塑性滑移贡献。在本文中,我们推测硬化效应可以通过数字图像相关性对现场测量的剖面演变序列中的总应变波动进行统计分析来揭示。特别是,我们假设工作硬化指数通过幂律关系与主成分分析中产生的特定指数相关。我们展示了由广泛应用的多晶固体晶体塑性模型产生的合成数据的缩放分析。
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引用次数: 0
Multiscale modelling of precipitation hardening: a review 沉淀硬化的多尺度建模:综述
Pub Date : 2024-07-16 DOI: 10.1186/s41313-024-00066-6
Aiya Cui, Xiaoming Wang, Yinan Cui

Precipitation hardening, a cornerstone of alloy strengthening, finds widespread application in engineering materials. Comprehending the underlying mechanisms and formulating models bear crucial significance for engineering applications. While classical macroscopic theoretical models based on the line tension model have historically guided research efforts, their reliance on simplifications, assumptions, and parameter adjustments limits their predictability and expansibility. Moreover, the challenge of understanding the intricate coupling effects among various hardening mechanisms persists. One fundamental question to achieve the transition of material design paradigms from empirical trial-and-error methods to predictive-and-design approaches is to develop more physics-based multiscale modelling methods. This review aims to elucidate the physical mechanisms governing precipitation hardening and establish a tailored bottom-up multiscale modelling framework to steer the design of new alloys. The physical scenarios of precipitation hardening are firstly summarized, including particle shearing, Orowan bypass, and dislocation cross-slip and climb. Afterwards, an in-depth discussion is given regarding the application of macroscopic models and their correlation with the mechanisms and precipitation characteristics. As for the multiscale modelling methods, we categorize them into three main types: slip resistance based approaches, misfit stress field based approaches, and energy based approaches. By integrating multiscale modelling with the physical scenarios, we systematically addressed the key idea of the multiscale coupling framework, and their scale transfer procedure, applicability, advantages, and limitations. Some examples of coupling different types of multiscale methods and considering precipitates with complicated shapes are also presented. This study not only furnishes insightful comprehension of precipitation hardening, but also guides the development of multiscale modelling methodologies for other types of hardening effects in alloys.

沉淀硬化是合金强化的基石,在工程材料中得到广泛应用。了解其基本机理并建立模型对工程应用至关重要。虽然基于线拉伸模型的经典宏观理论模型历来指导着研究工作,但它们对简化、假设和参数调整的依赖限制了其可预测性和扩展性。此外,如何理解各种硬化机制之间错综复杂的耦合效应仍然是一项挑战。要实现材料设计范式从经验性试错方法向预测性设计方法的转变,一个基本问题是开发更多基于物理学的多尺度建模方法。本综述旨在阐明沉淀硬化的物理机制,并建立一个量身定制的自下而上的多尺度建模框架,以指导新型合金的设计。首先概述了沉淀硬化的物理情景,包括颗粒剪切、奥罗凡旁路、位错交叉滑移和攀升。随后,深入讨论了宏观模型的应用及其与机理和析出特征的相关性。至于多尺度建模方法,我们将其分为三大类:基于滑移阻力的方法、基于错配应力场的方法和基于能量的方法。通过将多尺度建模与物理情景相结合,我们系统地探讨了多尺度耦合框架的主要思想,以及它们的尺度转移程序、适用性、优势和局限性。此外,还介绍了耦合不同类型多尺度方法和考虑复杂形状沉淀物的一些实例。这项研究不仅能深入理解沉淀硬化,还能指导针对合金中其他类型硬化效应的多尺度建模方法的开发。
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引用次数: 0
A model for physical dislocation transmission through grain boundaries and its implementation in a discrete dislocation dynamics tool 穿过晶界的物理位错传输模型及其在离散位错动力学工具中的应用
Pub Date : 2024-05-24 DOI: 10.1186/s41313-024-00065-7
M. Stricker, D. Weygand

The mechanical behavior of most metals in engineering applications is dominated by the grain size. Physics-based models of the interaction between dislocations and the grain boundary are important to correctly predict the plastic deformation behavior of polycrystalline materials. Dislocation-grain boundary interaction is complex and a challenge to model. We present a model for simulating the physical transmission of dislocations through grain boundaries within Discrete Dislocation Dynamics tools. The properties (glide plane, Burgers vector, initial length) of the transmitted dislocation are chosen based on geometric criteria as well as a maximization of the resolved shear stress of the transmitted dislocation. Additionally, stress and displacement transparency as well as the discontinuity are ensured via a grain boundary dislocation – a butterfly-like geometry in the general case – whose properties are selected to minimize the residual Burgers vector at the interface. This additional ‘grain boundary dislocation’ allows a direct comparison as well as a calibration of the model with experiments on the macroscale particularly for neighboring grains with a high dislocation density contrast. Two basic examples illustrate the model and an application to a 40-grain polycrystal demonstrates the scalability of the approach.

工程应用中大多数金属的机械行为都受晶粒尺寸的影响。位错与晶界相互作用的物理模型对于正确预测多晶材料的塑性变形行为非常重要。位错与晶界之间的相互作用非常复杂,建模难度很大。我们介绍了一种在离散位错动力学工具中模拟位错穿过晶界的物理传输模型。传输差排的属性(滑行面、布格斯矢量、初始长度)是根据几何标准以及传输差排的分辨剪应力最大化来选择的。此外,应力和位移的透明度以及不连续性是通过晶界差排来确保的--在一般情况下,晶界差排的几何形状类似蝴蝶--其特性的选择是为了使界面上的残余布尔格斯矢量最小化。这种额外的 "晶界位错 "允许将模型与宏观尺度上的实验进行直接比较和校准,特别是对于位错密度对比较高的相邻晶粒。两个基本示例说明了该模型,而对 40 晶粒多晶体的应用则证明了该方法的可扩展性。
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引用次数: 0
Junction formation rates, residence times, and the rate of plastic flow in FCC metals 催化裂化金属中的交界形成率、停留时间和塑性流动速率
Pub Date : 2024-05-24 DOI: 10.1186/s41313-024-00063-9
Yurui Zhang, Ryan B. Sills

During plastic flow in metals, dislocations from slip systems with different glide planes collide to form junctions. After being in-residence within the dislocation network for some period of time, these junctions then break, thereby liberating the attached dislocation lines. In this work we use random forest discrete dislocation dynamics simulations to quantify the junction formation rate and junction residence time as a function of stress for all junction types in face-centered cubic metals. We then relate these quantities to the dislocation link-length distribution, which is found to exhibit an exponential form. This enables us to quantify the mean junction strength and also the slip system interaction coefficients. Finally, using the link-length model we obtain a flow rule for our systems which is physics-based with all parameters determined from DDD simulations. The insights here provide a path forward for a dislocation network theory of plastic flow based on the link-length distribution.

在金属塑性流动过程中,来自不同滑移面的滑移系统的位错碰撞形成交界。这些交界在位错网络中驻留一段时间后会断裂,从而释放出附着的位错线。在这项研究中,我们利用随机森林离散位错动力学模拟,量化了面心立方金属中所有结点类型的结点形成率和结点驻留时间与应力的函数关系。然后,我们将这些量与位错链长分布联系起来,发现位错链长分布呈现指数形式。这使我们能够量化平均结点强度和滑移系统相互作用系数。最后,利用链节长度模型,我们获得了基于物理学的系统流动规则,所有参数都是通过 DDD 模拟确定的。这里的见解为基于链节长度分布的塑性流动位错网络理论提供了前进的道路。
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引用次数: 0
Dislocation-precipitate interactions in crystals: from the BKS model to collective dislocation dynamics 晶体中位错与沉淀物的相互作用:从 BKS 模型到集体位错动力学
Pub Date : 2024-05-13 DOI: 10.1186/s41313-024-00064-8
Lasse Laurson, Mikko J. Alava

The increase in the yield stress due to the presence of obstacles to dislocation motion such as precipitates is a multiscale phenomenon. The details on the nanoscale when an individual dislocation runs into a precipitate play an important role in determining plasticity on a macroscopic scale. The classical analysis of this phenomenon is due to Bacon, Kocks and Scattergood (BKS) from early 1970’s and has been followed by a large body of work both developing the theory and applying it to real experiments and their understanding. Beyond the microscopic details the next level of complexity is met in the micrometer scale when the physics of the yielding and the yield stress depend on two mechanisms: the dislocation-precipitate interaction, and the collective dynamics of the whole ensemble of dislocations in the volume. In this review we discuss the BKS relation and collective dislocation dynamics in precipitation-hardened crystals in the light of recent research, including large-scale discrete dislocation dynamics simulations, statistical physics ideas, and machine learning developments.

由于位错运动障碍物(如沉淀物)的存在而导致屈服应力增加是一种多尺度现象。当单个位错遇到沉淀物时,纳米尺度上的细节对宏观尺度上的塑性起着重要作用。培根、考克斯和斯卡特古德(BKS)在 20 世纪 70 年代初对这一现象进行了经典分析,随后又进行了大量工作,既发展了这一理论,又将其应用于实际实验和对其的理解。除了微观细节之外,在微米尺度上,屈服和屈服应力的物理机制取决于两种机制:位错与沉淀物之间的相互作用,以及体积中整个位错集合的集体动力学。在这篇综述中,我们将结合最近的研究,包括大规模离散位错动力学模拟、统计物理学思想和机器学习的发展,讨论沉淀硬化晶体中的 BKS 关系和集体位错动力学。
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引用次数: 0
Strengthening from dislocation restructuring and local climb at platelet linear complexions in Al-Cu alloys 铝铜合金中板状线性复合体的位错重组和局部攀升产生的强化作用
Pub Date : 2024-04-23 DOI: 10.1186/s41313-024-00062-w
Pulkit Garg, Daniel S. Gianola, Timothy J. Rupert

Stress-driven segregation at dislocations can lead to structural transitions between different linear complexion states. In this work, we examine how platelet array linear complexions affect dislocation motion and quantify the associated strengthening effect in Al-Cu alloys using atomistic simulations. The presence of platelet complexions leads to the faceting of the dislocations, with nanoscale segments climbing upwards along the platelet growth direction, resulting in a complex configuration that restricts subsequent dislocation motion. Upon deformation, the leading partial dislocation must climb down from the platelet complexions first, followed by a similar sequence at the trailing partial dislocation, in order to overcome the precipitates and commence plastic slip. The dislocation depinning mechanism of linear complexions is strikingly different from traditional precipitation-strengthened alloys, where dislocations overcome obstacles by either shearing through or looping around obstacles. The critical shear stress required to unpin dislocations from platelet complexions is found to be inversely proportional to precipitate spacing, which includes not just the open space (as observed in Orowan bowing) but also the region along the platelet particle where climb occurs. Thus, linear complexions provide a new way to modify dislocation structure directly and improve the mechanical properties of metal alloys.

应力驱动的位错偏析可导致不同线性复合状态之间的结构转变。在这项工作中,我们利用原子模拟研究了板状阵列线性复合如何影响差排运动,并量化了铝铜合金中的相关强化效应。血小板复合态的存在会导致差排的分面,纳米级的分段沿血小板生长方向向上攀升,从而形成一种限制后续差排运动的复杂构型。变形时,前沿部分位错必须首先从板状复合体向下爬升,然后在后沿部分位错处进行类似的爬升,以克服沉淀物并开始塑性滑移。线性复合体的差排降解机制与传统的沉淀强化合金截然不同,在传统的沉淀强化合金中,差排是通过剪切穿过或绕过障碍物来克服障碍的。研究发现,将位错从板状络合物中分离出来所需的临界剪切应力与析出物间距成反比,这不仅包括开放空间(如在奥罗恩弓形中观察到的),还包括沿板状颗粒发生爬升的区域。因此,线性复合为直接改变位错结构和改善金属合金的机械性能提供了一种新方法。
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引用次数: 0
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
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Materials Theory
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