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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
Materials Theory Pub Date : 2024-07-29 DOI: 10.1186/s41313-024-00053-x
Stefanos Papanikolaou
{"title":"An informatics method for inferring the hardening exponent of plasticity in polycrystalline metals from surface strain measurements","authors":"Stefanos Papanikolaou","doi":"10.1186/s41313-024-00053-x","DOIUrl":"10.1186/s41313-024-00053-x","url":null,"abstract":"<div><p>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 <i>in-situ</i>, 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.</p><h3>Graphical Abstract</h3><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":693,"journal":{"name":"Materials Theory","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://materialstheory.springeropen.com/counter/pdf/10.1186/s41313-024-00053-x","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141865299","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multiscale modelling of precipitation hardening: a review 沉淀硬化的多尺度建模:综述
Materials Theory Pub Date : 2024-07-16 DOI: 10.1186/s41313-024-00066-6
Aiya Cui, Xiaoming Wang, Yinan Cui
{"title":"Multiscale modelling of precipitation hardening: a review","authors":"Aiya Cui,&nbsp;Xiaoming Wang,&nbsp;Yinan Cui","doi":"10.1186/s41313-024-00066-6","DOIUrl":"10.1186/s41313-024-00066-6","url":null,"abstract":"<div><p>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.</p></div>","PeriodicalId":693,"journal":{"name":"Materials Theory","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://materialstheory.springeropen.com/counter/pdf/10.1186/s41313-024-00066-6","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141624171","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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
Materials Theory Pub Date : 2024-05-24 DOI: 10.1186/s41313-024-00065-7
M. Stricker, D. Weygand
{"title":"A model for physical dislocation transmission through grain boundaries and its implementation in a discrete dislocation dynamics tool","authors":"M. Stricker,&nbsp;D. Weygand","doi":"10.1186/s41313-024-00065-7","DOIUrl":"10.1186/s41313-024-00065-7","url":null,"abstract":"<div><p>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.</p></div>","PeriodicalId":693,"journal":{"name":"Materials Theory","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://materialstheory.springeropen.com/counter/pdf/10.1186/s41313-024-00065-7","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141096242","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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
Materials Theory Pub Date : 2024-05-24 DOI: 10.1186/s41313-024-00063-9
Yurui Zhang, Ryan B. Sills
{"title":"Junction formation rates, residence times, and the rate of plastic flow in FCC metals","authors":"Yurui Zhang,&nbsp;Ryan B. Sills","doi":"10.1186/s41313-024-00063-9","DOIUrl":"10.1186/s41313-024-00063-9","url":null,"abstract":"<div><p>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.</p></div>","PeriodicalId":693,"journal":{"name":"Materials Theory","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://materialstheory.springeropen.com/counter/pdf/10.1186/s41313-024-00063-9","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141096240","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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
Materials Theory Pub Date : 2024-05-13 DOI: 10.1186/s41313-024-00064-8
Lasse Laurson, Mikko J. Alava
{"title":"Dislocation-precipitate interactions in crystals: from the BKS model to collective dislocation dynamics","authors":"Lasse Laurson,&nbsp;Mikko J. Alava","doi":"10.1186/s41313-024-00064-8","DOIUrl":"10.1186/s41313-024-00064-8","url":null,"abstract":"<div><p>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.</p></div>","PeriodicalId":693,"journal":{"name":"Materials Theory","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://materialstheory.springeropen.com/counter/pdf/10.1186/s41313-024-00064-8","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140914581","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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
Materials Theory Pub Date : 2024-04-23 DOI: 10.1186/s41313-024-00062-w
Pulkit Garg, Daniel S. Gianola, Timothy J. Rupert
{"title":"Strengthening from dislocation restructuring and local climb at platelet linear complexions in Al-Cu alloys","authors":"Pulkit Garg,&nbsp;Daniel S. Gianola,&nbsp;Timothy J. Rupert","doi":"10.1186/s41313-024-00062-w","DOIUrl":"10.1186/s41313-024-00062-w","url":null,"abstract":"<div><p>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.</p></div>","PeriodicalId":693,"journal":{"name":"Materials Theory","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://materialstheory.springeropen.com/counter/pdf/10.1186/s41313-024-00062-w","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140639473","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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
Materials Theory Pub Date : 2024-04-17 DOI: 10.1186/s41313-024-00061-x
Jérôme Weiss, Peng Zhang, Pengming Cheng, Gang Liu
{"title":"Contrasting the nature of plastic fluctuations in small-sized systems of BCC and FCC materials","authors":"Jérôme Weiss,&nbsp;Peng Zhang,&nbsp;Pengming Cheng,&nbsp;Gang Liu","doi":"10.1186/s41313-024-00061-x","DOIUrl":"10.1186/s41313-024-00061-x","url":null,"abstract":"<div><p>It is now well established that, upon decreasing system sizes down to a few <span>(upmu)</span>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 <i>obstacle-controlled</i> plasticity, from the key role of a scaling ratio between the system size <i>L</i> and an internal scale <i>l</i> 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 <i>lattice-controlled</i>, i.e. is thermally activated, below a transition temperature <span>(T_a)</span>. 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 <span>(T_a)</span>, 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 <span>(T_a)</span> and for sample sizes larger than <span>(sim)</span>1 <span>(upmu)</span>m, BCC plasticity becomes lattice-controlled, this damping dislocation avalanches and thus reducing wildness; but (iii) for very small systems, still below <span>(T_a)</span>, 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.</p></div>","PeriodicalId":693,"journal":{"name":"Materials Theory","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://materialstheory.springeropen.com/counter/pdf/10.1186/s41313-024-00061-x","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140606217","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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
Materials Theory Pub Date : 2024-04-11 DOI: 10.1186/s41313-024-00059-5
Kamran Karimi, Amin Esfandiarpour, Stefanos Papanikolaou
{"title":"Serrated plastic flow in deforming complex concentrated alloys: universal signatures of dislocation avalanches","authors":"Kamran Karimi,&nbsp;Amin Esfandiarpour,&nbsp;Stefanos Papanikolaou","doi":"10.1186/s41313-024-00059-5","DOIUrl":"10.1186/s41313-024-00059-5","url":null,"abstract":"<div><p>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.</p></div>","PeriodicalId":693,"journal":{"name":"Materials Theory","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://materialstheory.springeropen.com/counter/pdf/10.1186/s41313-024-00059-5","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140546602","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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
Materials Theory Pub Date : 2024-04-09 DOI: 10.1186/s41313-024-00058-6
Amit Acharya
{"title":"Coupled dislocations and fracture dynamics at finite deformation: model derivation, and physical questions","authors":"Amit Acharya","doi":"10.1186/s41313-024-00058-6","DOIUrl":"10.1186/s41313-024-00058-6","url":null,"abstract":"<div><p>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.</p></div>","PeriodicalId":693,"journal":{"name":"Materials Theory","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://materialstheory.springeropen.com/counter/pdf/10.1186/s41313-024-00058-6","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140537486","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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
Materials Theory Pub Date : 2024-03-26 DOI: 10.1186/s41313-024-00057-7
Markus Lazar, Giacomo Po
{"title":"Non-singular straight dislocations in anisotropic crystals","authors":"Markus Lazar,&nbsp;Giacomo Po","doi":"10.1186/s41313-024-00057-7","DOIUrl":"10.1186/s41313-024-00057-7","url":null,"abstract":"<div><p>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 <span>(varvec{F})</span>-tensor of generalized plane strain, are derived as sum of the classical part and a gradient part in terms of Meijer <i>G</i>-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 <span>(frac{1}{2} langle 111rangle)</span> Burgers vector in bcc iron and bcc tungsten and screw and edge dislocations of <span>(frac{1}{2} langle 110rangle)</span> Burgers vector in fcc copper and fcc aluminum have been computed and presented in contour plots.</p></div>","PeriodicalId":693,"journal":{"name":"Materials Theory","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://materialstheory.springeropen.com/counter/pdf/10.1186/s41313-024-00057-7","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140297155","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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