首页 > 最新文献

Materials Theory最新文献

英文 中文
From mechanism-based to data-driven approaches in materials science 材料科学从基于机理的方法到数据驱动的方法
Pub Date : 2021-09-01 DOI: 10.1186/s41313-021-00027-3
Stefan Hiemer, Stefano Zapperi

A time-honored approach in theoretical materials science revolves around the search for basic mechanisms that should incorporate key feature of the phenomenon under investigation. Recent years have witnessed an explosion across areas of science of a data-driven approach fueled by recent advances in machine learning. Here we provide a brief perspective on the strengths and weaknesses of mechanism based and data-driven approaches in the context of the mechanics of materials. We discuss recent literature on dislocation dynamics, atomistic plasticity in glasses focusing on the empirical discovery of governing equations through artificial intelligence. We conclude highlighting the main open issues and suggesting possible improvements and future trajectories in the fields.

理论材料科学中一种历史悠久的方法是围绕寻找基本机制,这种机制应包含所研究现象的关键特征。近年来,在机器学习的推动下,数据驱动方法在各个科学领域得到了蓬勃发展。在此,我们以材料力学为背景,简要介绍了基于机制的方法和数据驱动方法的优缺点。我们讨论了有关位错动力学、玻璃中的原子塑性的最新文献,重点是通过人工智能从经验中发现调控方程。最后,我们强调了主要的开放性问题,并提出了这些领域可能的改进和未来的发展方向。
{"title":"From mechanism-based to data-driven approaches in materials science","authors":"Stefan Hiemer,&nbsp;Stefano Zapperi","doi":"10.1186/s41313-021-00027-3","DOIUrl":"10.1186/s41313-021-00027-3","url":null,"abstract":"<div><p>A time-honored approach in theoretical materials science revolves around the search for basic mechanisms that should incorporate key feature of the phenomenon under investigation. Recent years have witnessed an explosion across areas of science of a data-driven approach fueled by recent advances in machine learning. Here we provide a brief perspective on the strengths and weaknesses of mechanism based and data-driven approaches in the context of the mechanics of materials. We discuss recent literature on dislocation dynamics, atomistic plasticity in glasses focusing on the empirical discovery of governing equations through artificial intelligence. We conclude highlighting the main open issues and suggesting possible improvements and future trajectories in the fields.</p></div>","PeriodicalId":693,"journal":{"name":"Materials Theory","volume":"5 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://jmsh.springeropen.com/counter/pdf/10.1186/s41313-021-00027-3","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79065840","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
Cell structure formation in a two-dimensional density-based dislocation dynamics model 基于二维密度的位错动力学模型中细胞结构的形成
Pub Date : 2021-05-04 DOI: 10.1186/s41313-020-00025-x
Ronghai Wu, Michael Zaiser

Cellular patterns formed by self-organization of dislocations are a most conspicuous feature of dislocation microstructure evolution during plastic deformation. To elucidate the physical mechanisms underlying dislocation cell structure formation, we use a minimal model for the evolution of dislocation densities under load. By considering only two slip systems in a plane strain setting, we arrive at a model which is amenable to analytical stability analysis and numerical simulation. We use this model to establish analytical stability criteria for cell structures to emerge, to investigate the dynamics of the patterning process and establish the mechanism of pattern wavelength selection. This analysis demonstrates an intimate relationship between hardening and cell structure formation, which appears as an almost inevitable corollary to dislocation dominated strain hardening. Specific mechanisms such as cross slip, by contrast, turn out to be incidental to the formation of cellular patterns.

位错自组织形成的胞状图案是位错在塑性变形过程中微观组织演化的最显著特征。为了阐明位错胞结构形成的物理机制,我们使用了一个最小模型来描述位错密度在载荷作用下的演化。通过只考虑平面应变设置下的两个滑移系统,我们得到了一个适用于解析稳定性分析和数值模拟的模型。我们利用该模型建立了细胞结构出现的分析稳定性标准,研究了图案过程的动力学,并建立了图案波长选择的机制。这一分析表明了硬化和细胞结构形成之间的密切关系,这似乎是位错主导的应变硬化几乎不可避免的必然结果。相比之下,交叉滑移等特定机制是细胞模式形成的附带因素。
{"title":"Cell structure formation in a two-dimensional density-based dislocation dynamics model","authors":"Ronghai Wu,&nbsp;Michael Zaiser","doi":"10.1186/s41313-020-00025-x","DOIUrl":"https://doi.org/10.1186/s41313-020-00025-x","url":null,"abstract":"<p>Cellular patterns formed by self-organization of dislocations are a most conspicuous feature of dislocation microstructure evolution during plastic deformation. To elucidate the physical mechanisms underlying dislocation cell structure formation, we use a minimal model for the evolution of dislocation densities under load. By considering only two slip systems in a plane strain setting, we arrive at a model which is amenable to analytical stability analysis and numerical simulation. We use this model to establish analytical stability criteria for cell structures to emerge, to investigate the dynamics of the patterning process and establish the mechanism of pattern wavelength selection. This analysis demonstrates an intimate relationship between hardening and cell structure formation, which appears as an almost inevitable corollary to dislocation dominated strain hardening. Specific mechanisms such as cross slip, by contrast, turn out to be incidental to the formation of cellular patterns.</p>","PeriodicalId":693,"journal":{"name":"Materials Theory","volume":"5 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s41313-020-00025-x","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"4177295","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 16
Slip-free multiplication and complexity of dislocation networks in FCC metals FCC金属中位错网络的无滑移倍增和复杂性
Pub Date : 2021-03-29 DOI: 10.1186/s41313-020-00024-y
Sh. Akhondzadeh, Nicolas Bertin, Ryan B. Sills, Wei Cai

During plastic deformation of crystalline solids, intricate networks of dislocation lines form and evolve. To capture dislocation density evolution, prominent theories of crystal plasticity assume that 1) multiplication is driven by slip in active slip systems and 2) pair-wise slip system interactions dominate network evolution. In this work, we analyze a massive database of over 100 discrete dislocation dynamics simulations (with cross-slip suppressed), and our findings bring both of these assumptions into question. We demonstrate that dislocation multiplication is commonly observed on slip systems with no applied stress and no plastic strain rate, a phenomenon we refer to as slip-free multiplication. We show that while the formation of glissile junctions provides one mechanism for slip-free multiplication, additional mechanisms which account for the influence of coplanar interactions are needed to fully explain the observations. Unlike glissile junction formation which results from a binary reaction between a pair of slip systems, these new multiplication mechanisms require higher order reactions that lead to complex network configurations. While these complex configurations have not been given much attention previously, they account for about 50% of the line intersections in our database.

在结晶固体的塑性变形过程中,复杂的位错线网络形成并演化。为了捕捉位错密度的演化,著名的晶体塑性理论假设:1)在主动滑移系统中,滑移驱动倍增;2)成对滑移系统的相互作用主导网络演化。在这项工作中,我们分析了超过100个离散位错动力学模拟(交叉滑移抑制)的大型数据库,我们的发现对这两个假设都提出了质疑。我们证明了在没有施加应力和没有塑性应变率的滑移系统中通常观察到位错倍增,我们将这种现象称为无滑移倍增。我们表明,虽然滑动结的形成为无滑移倍增提供了一种机制,但需要其他机制来解释共面相互作用的影响,以充分解释观察结果。与滑动系统之间二元反应形成的滑动结不同,这些新的倍增机制需要高阶反应,从而导致复杂的网络结构。虽然这些复杂的配置以前没有得到太多的关注,但它们占我们数据库中线相交的50%左右。
{"title":"Slip-free multiplication and complexity of dislocation networks in FCC metals","authors":"Sh. Akhondzadeh,&nbsp;Nicolas Bertin,&nbsp;Ryan B. Sills,&nbsp;Wei Cai","doi":"10.1186/s41313-020-00024-y","DOIUrl":"https://doi.org/10.1186/s41313-020-00024-y","url":null,"abstract":"<p>During plastic deformation of crystalline solids, intricate networks of dislocation lines form and evolve. To capture dislocation density evolution, prominent theories of crystal plasticity assume that 1) multiplication is driven by slip in active slip systems and 2) pair-wise slip system interactions dominate network evolution. In this work, we analyze a massive database of over 100 discrete dislocation dynamics simulations (with cross-slip suppressed), and our findings bring both of these assumptions into question. We demonstrate that dislocation multiplication is commonly observed on slip systems with no applied stress and no plastic strain rate, a phenomenon we refer to as slip-free multiplication. We show that while the formation of glissile junctions provides one mechanism for slip-free multiplication, additional mechanisms which account for the influence of coplanar interactions are needed to fully explain the observations. Unlike glissile junction formation which results from a binary reaction between a pair of slip systems, these new multiplication mechanisms require higher order reactions that lead to complex network configurations. While these complex configurations have not been given much attention previously, they account for about 50% of the line intersections in our database.</p>","PeriodicalId":693,"journal":{"name":"Materials Theory","volume":"5 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s41313-020-00024-y","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"5124764","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
On the three-dimensional spatial correlations of curved dislocation systems 论弯曲位错体系的三维空间相关性
Pub Date : 2021-03-10 DOI: 10.1186/s41313-020-00026-w
Joseph Pierre Anderson, Anter El-Azab

Coarse-grained descriptions of dislocation motion in crystalline metals inherently represent a loss of information regarding dislocation-dislocation interactions. In the present work, we consider a coarse-graining framework capable of re-capturing these interactions by means of the dislocation-dislocation correlation functions. The framework depends on a convolution length to define slip-system-specific dislocation densities. Following a statistical definition of this coarse-graining process, we define a spatial correlation function which will allow the arrangement of the discrete line system at two points—and thus the strength of their interactions at short range—to be recaptured into a mean field description of dislocation dynamics. Through a statistical homogeneity argument, we present a method of evaluating this correlation function from discrete dislocation dynamics simulations. Finally, results of this evaluation are shown in the form of the correlation of dislocation densities on the same slip-system. These correlation functions are seen to depend weakly on plastic strain, and in turn, the dislocation density, but are seen to depend strongly on the convolution length. Implications of these correlation functions in regard to continuum dislocation dynamics as well as future directions of investigation are also discussed.

对结晶金属中位错运动的粗粒度描述固有地代表了有关位错-位错相互作用信息的丢失。在目前的工作中,我们考虑了一个能够通过位错-位错相关函数重新捕获这些相互作用的粗粒度框架。框架依赖于一个卷积长度来定义滑移系统特有的位错密度。根据这种粗粒化过程的统计定义,我们定义了一个空间相关函数,该函数将允许在两点上安排离散线系统,从而在短范围内重新捕获它们相互作用的强度,从而重新捕获到位错动力学的平均场描述中。通过统计同质性论证,我们提出了一种从离散位错动力学模拟中评估这种相关函数的方法。最后,以同一滑移系统上的位错密度的相关性形式表明了这一评价的结果。这些相关函数对塑性应变和位错密度的依赖性较弱,而对卷积长度的依赖性较强。讨论了这些相关函数在连续位错动力学方面的意义以及未来的研究方向。
{"title":"On the three-dimensional spatial correlations of curved dislocation systems","authors":"Joseph Pierre Anderson,&nbsp;Anter El-Azab","doi":"10.1186/s41313-020-00026-w","DOIUrl":"https://doi.org/10.1186/s41313-020-00026-w","url":null,"abstract":"<p>Coarse-grained descriptions of dislocation motion in crystalline metals inherently represent a loss of information regarding dislocation-dislocation interactions. In the present work, we consider a coarse-graining framework capable of re-capturing these interactions by means of the dislocation-dislocation correlation functions. The framework depends on a convolution length to define slip-system-specific dislocation densities. Following a statistical definition of this coarse-graining process, we define a spatial correlation function which will allow the arrangement of the discrete line system at two points—and thus the strength of their interactions at short range—to be recaptured into a mean field description of dislocation dynamics. Through a statistical homogeneity argument, we present a method of evaluating this correlation function from discrete dislocation dynamics simulations. Finally, results of this evaluation are shown in the form of the correlation of dislocation densities on the same slip-system. These correlation functions are seen to depend weakly on plastic strain, and in turn, the dislocation density, but are seen to depend strongly on the convolution length. Implications of these correlation functions in regard to continuum dislocation dynamics as well as future directions of investigation are also discussed.</p>","PeriodicalId":693,"journal":{"name":"Materials Theory","volume":"5 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s41313-020-00026-w","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"4429324","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
Length scales and scale-free dynamics of dislocations in dense solid solutions 密集固溶体中位错的长度尺度和无标度动力学
Pub Date : 2020-11-04 DOI: 10.1186/s41313-020-00023-z
Gábor Péterffy, Péter D. Ispánovity, Michael E. Foster, Xiaowang Zhou, Ryan B. Sills

The fundamental interactions between an edge dislocation and a random solid solution are studied by analyzing dislocation line roughness profiles obtained from molecular dynamics simulations of Fe0.70Ni0.11Cr0.19 over a range of stresses and temperatures. These roughness profiles reveal the hallmark features of a depinning transition. Namely, below a temperature-dependent critical stress, the dislocation line exhibits roughness in two different length scale regimes which are divided by a so-called correlation length. This correlation length increases with applied stress and at the critical stress (depinning transition or yield stress) formally goes to infinity. Above the critical stress, the line roughness profile converges to that of a random noise field. Motivated by these results, a physical model is developed based on the notion of coherent line bowing over all length scales below the correlation length. Above the correlation length, the solute field prohibits such coherent line bow outs. Using this model, we identify potential gaps in existing theories of solid solution strengthening and show that recent observations of length-dependent dislocation mobilities can be rationalized.

通过分析Fe0.70Ni0.11Cr0.19在不同应力和温度下的分子动力学模拟得到的位错线粗糙度分布,研究了位错与随机固溶体之间的基本相互作用。这些粗糙剖面揭示了蜕皮转变的标志性特征。也就是说,在温度相关的临界应力下,位错线在两种不同的长度范围内表现出粗糙度,这两种长度范围由所谓的相关长度划分。这种相关长度随着外加应力的增加而增加,并在临界应力(脱屑过渡或屈服应力)处趋于无穷大。在临界应力以上,直线粗糙度曲线收敛于随机噪声场的粗糙度曲线。基于这些结果,基于相关长度以下的所有长度尺度上的相干线弯曲的概念,开发了一个物理模型。在相关长度以上,溶质场禁止这种相干线弓出。利用该模型,我们确定了现有的固溶体强化理论中的潜在空白,并表明最近对长度相关位错迁移率的观察可以合理化。
{"title":"Length scales and scale-free dynamics of dislocations in dense solid solutions","authors":"Gábor Péterffy,&nbsp;Péter D. Ispánovity,&nbsp;Michael E. Foster,&nbsp;Xiaowang Zhou,&nbsp;Ryan B. Sills","doi":"10.1186/s41313-020-00023-z","DOIUrl":"https://doi.org/10.1186/s41313-020-00023-z","url":null,"abstract":"<p>The fundamental interactions between an edge dislocation and a random solid solution are studied by analyzing dislocation line roughness profiles obtained from molecular dynamics simulations of Fe<sub>0.70</sub>Ni<sub>0.11</sub>Cr<sub>0.19</sub> over a range of stresses and temperatures. These roughness profiles reveal the hallmark features of a depinning transition. Namely, below a temperature-dependent critical stress, the dislocation line exhibits roughness in two different length scale regimes which are divided by a so-called correlation length. This correlation length increases with applied stress and at the critical stress (depinning transition or yield stress) formally goes to infinity. Above the critical stress, the line roughness profile converges to that of a random noise field. Motivated by these results, a physical model is developed based on the notion of coherent line bowing over all length scales below the correlation length. Above the correlation length, the solute field prohibits such coherent line bow outs. Using this model, we identify potential gaps in existing theories of solid solution strengthening and show that recent observations of length-dependent dislocation mobilities can be rationalized.</p>","PeriodicalId":693,"journal":{"name":"Materials Theory","volume":"4 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s41313-020-00023-z","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"4181248","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 12
Probing the transition from dislocation jamming to pinning by machine learning 用机器学习方法探讨位错干扰到钉住的转变
Pub Date : 2020-10-09 DOI: 10.1186/s41313-020-00022-0
Henri Salmenjoki, Lasse Laurson, Mikko J. Alava

Collective motion of dislocations is governed by the obstacles they encounter. In pure crystals, dislocations form complex structures as they become jammed by their anisotropic shear stress fields. On the other hand, introducing disorder to the crystal causes dislocations to pin to these impeding elements and, thus, leads to a competition between dislocation-dislocation and dislocation-disorder interactions. Previous studies have shown that, depending on the dominating interaction, the mechanical response and the way the crystal yields change.Here we employ three-dimensional discrete dislocation dynamics simulations with varying density of fully coherent precipitates to study this phase transition ? from jamming to pinning ? using unsupervised machine learning. By constructing descriptors characterizing the evolving dislocation configurations during constant loading, a confusion algorithm is shown to be able to distinguish the systems into two separate phases. These phases agree well with the observed changes in the relaxation rate during the loading. Our results also give insights on the structure of the dislocation networks in the two phases.

错位的集体运动是由它们遇到的障碍决定的。在纯晶体中,当位错被各向异性的剪切应力场堵塞时,它们会形成复杂的结构。另一方面,在晶体中引入无序会导致位错固定在这些阻碍元素上,从而导致位错-位错和位错-无序相互作用之间的竞争。先前的研究表明,根据主要的相互作用,机械反应和晶体产量的方式会发生变化。在这里,我们采用三维离散位错动力学模拟与不同密度的全共相沉淀来研究这种相变。从卡到钉?使用无监督机器学习。通过构造描述恒加载过程中不断变化的位错结构的描述符,证明了一种混淆算法能够将系统区分为两个独立的阶段。这些相与加载过程中所观察到的弛豫速率变化相吻合。我们的研究结果也对两相中位错网络的结构提供了见解。
{"title":"Probing the transition from dislocation jamming to pinning by machine learning","authors":"Henri Salmenjoki,&nbsp;Lasse Laurson,&nbsp;Mikko J. Alava","doi":"10.1186/s41313-020-00022-0","DOIUrl":"https://doi.org/10.1186/s41313-020-00022-0","url":null,"abstract":"<p>Collective motion of dislocations is governed by the obstacles they encounter. In pure crystals, dislocations form complex structures as they become jammed by their anisotropic shear stress fields. On the other hand, introducing disorder to the crystal causes dislocations to pin to these impeding elements and, thus, leads to a competition between dislocation-dislocation and dislocation-disorder interactions. Previous studies have shown that, depending on the dominating interaction, the mechanical response and the way the crystal yields change.Here we employ three-dimensional discrete dislocation dynamics simulations with varying density of fully coherent precipitates to study this phase transition ? from jamming to pinning ? using unsupervised machine learning. By constructing descriptors characterizing the evolving dislocation configurations during constant loading, a confusion algorithm is shown to be able to distinguish the systems into two separate phases. These phases agree well with the observed changes in the relaxation rate during the loading. Our results also give insights on the structure of the dislocation networks in the two phases.</p>","PeriodicalId":693,"journal":{"name":"Materials Theory","volume":"4 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s41313-020-00022-0","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"4402765","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
Symmetry breaking during defect self-organization under irradiation 辐照下缺陷自组织的对称性破缺
Pub Date : 2020-05-24 DOI: 10.1186/s41313-020-00021-1
Yongfeng Zhang, Yipeng Gao, Cheng Sun, Daniel Schwen, Chao Jiang, Jian Gan

One of the most intriguing phenomena under radiation is the self-organization of defects, such as the void superlattices, which have been observed in a list of bcc and fcc metals and alloys when the irradiation conditions fall into certain windows defined by temperature and dose rate. A superlattice features a lattice parameter and a crystal structure. Previously, it has been shown that the superlattice parameter is given by the wavelength of vacancy concentration waves that develop when the uniform concentration field becomes unstable. This instability is driven thermodynamically by vacancy concentration supersaturation and affected by the irradiation condition. However, a theory that predicts the superlattice symmetry, i.e., the selection of superlattice structure, has remained missing decades after the first report of superlattices. By analyzing the nonlinear recombination between vacancies and self-interstitial-atoms (SIAs) in the discrete lattice space, this work establishes the physical connection between symmetry breaking and anisotropic SIA diffusion, allowing for predictions of void ordering during defect self-organization. The results suggest that while the instability is driven thermodynamically by vacancy supersaturation, the symmetry development is kinetically rather than thermodynamically driven. The significance of SIA diffusion anisotropy in affecting superlattice formation under irradiation is also indicated. Various superlattice structures can be predicted based on different SIA diffusion modes, and the predictions are in good agreement with atomistic simulations and previous experimental observations.

在辐射作用下,最有趣的现象之一是缺陷的自组织,如空洞超晶格,当辐射条件落入由温度和剂量率定义的特定窗口时,在一系列bcc和fcc金属和合金中观察到。超晶格具有晶格参数和晶体结构。先前已经证明,当均匀浓度场变得不稳定时产生的空位浓度波的波长给出了超晶格参数。这种不稳定性是由空位浓度过饱和和辐照条件驱动的。然而,预测超晶格对称性的理论,即超晶格结构的选择,在超晶格首次报道后的几十年里仍然缺失。通过分析离散晶格空间中空位和自间隙原子(SIAs)之间的非线性复合,本工作建立了对称破缺和各向异性SIA扩散之间的物理联系,从而可以预测缺陷自组织过程中的空隙有序。结果表明,虽然不稳定性是由空位过饱和引起的热力学驱动,但对称发展是由动力学而不是热力学驱动的。同时指出了辐照下SIA扩散各向异性对超晶格形成的影响。基于不同的SIA扩散模式可以预测不同的超晶格结构,并且预测结果与原子模拟和先前的实验观测结果很好地吻合。
{"title":"Symmetry breaking during defect self-organization under irradiation","authors":"Yongfeng Zhang,&nbsp;Yipeng Gao,&nbsp;Cheng Sun,&nbsp;Daniel Schwen,&nbsp;Chao Jiang,&nbsp;Jian Gan","doi":"10.1186/s41313-020-00021-1","DOIUrl":"https://doi.org/10.1186/s41313-020-00021-1","url":null,"abstract":"<p>One of the most intriguing phenomena under radiation is the self-organization of defects, such as the void superlattices, which have been observed in a list of bcc and fcc metals and alloys when the irradiation conditions fall into certain windows defined by temperature and dose rate. A superlattice features a lattice parameter and a crystal structure. Previously, it has been shown that the superlattice parameter is given by the wavelength of vacancy concentration waves that develop when the uniform concentration field becomes unstable. This instability is driven thermodynamically by vacancy concentration supersaturation and affected by the irradiation condition. However, a theory that predicts the superlattice symmetry, i.e., the selection of superlattice structure, has remained missing decades after the first report of superlattices. By analyzing the nonlinear recombination between vacancies and self-interstitial-atoms (SIAs) in the discrete lattice space, this work establishes the physical connection between symmetry breaking and anisotropic SIA diffusion, allowing for predictions of void ordering during defect self-organization. The results suggest that while the instability is driven thermodynamically by vacancy supersaturation, the symmetry development is kinetically rather than thermodynamically driven. The significance of SIA diffusion anisotropy in affecting superlattice formation under irradiation is also indicated. Various superlattice structures can be predicted based on different SIA diffusion modes, and the predictions are in good agreement with atomistic simulations and previous experimental observations.</p>","PeriodicalId":693,"journal":{"name":"Materials Theory","volume":"4 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s41313-020-00021-1","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"5295914","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
A Filon-like integration strategy for calculating exact exchange in periodic boundary conditions: a plane-wave DFT implementation 计算周期边界条件下精确交换的类filon积分策略:平面波DFT实现
Pub Date : 2020-04-17 DOI: 10.1186/s41313-020-00019-9
Eric J Bylaska, Kevin Waters, Eric D Hermes, Judit Zádor, Kevin M Rosso

An efficient and accurate approach for calculating exact exchange and other two-electron integrals has been developed for periodic electronic structure methods. Traditional approaches used for integrating over the Brillouin zone in band structure calculations, e.g. trapezoidal or Monkhorst-Pack, are not accurate enough for two-electron integrals. This is because their integrands contain multiple singularities over the double integration of the Brillouin zone, which with simple integration methods lead to very inaccurate results. A common approach to this problem has been to replace the Coulomb interaction with a screened Coulomb interaction that removes singularities from the integrands in the two-electron integrals, albeit at the inelegance of having to introduce a screening factor which must precomputed or guessed. Instead of introducing screened Coulomb interactions in an ad hoc way, the method developed in this work derives an effective screened potential using a Filon-like integration approach that is based only on the lattice parameters. This approach overcomes the limitations of traditionally defined screened Coulomb interactions for calculating two-electron integrals, and makes chemistry many-body calculations tractable in periodic boundary conditions. This method has been applied to several systems for which conventional DFT methods do not work well, including the reaction pathways for the addition of H2 to phenol and Au(_{20}^{-}) nanoparticle, and the electron transfer of a charge trapped state in the Fe(II) containing mica, annite.

为周期电子结构方法提供了一种计算精确交换积分和其他双电子积分的有效而精确的方法。在带结构计算中用于布里渊区积分的传统方法,例如梯形或Monkhorst-Pack,对于双电子积分不够精确。这是因为它们的积分在布里渊区的二重积分上包含多个奇异点,用简单的积分方法会导致非常不准确的结果。解决这个问题的一种常用方法是用屏蔽的库仑相互作用取代库仑相互作用,这种相互作用消除了双电子积分中积分的奇异性,尽管不得不引入必须预先计算或猜测的屏蔽因子是不优雅的。这项工作中开发的方法不是以特别的方式引入筛选库仑相互作用,而是使用仅基于晶格参数的类菲龙积分方法推导出有效的筛选势。这种方法克服了传统定义的筛选库仑相互作用计算双电子积分的局限性,使化学多体计算在周期性边界条件下变得容易。该方法已应用于几种传统DFT方法不能很好地工作的系统,包括将H2添加到苯酚和Au (_{20}^{-})纳米粒子的反应途径,以及在含云母,苯胺的Fe(II)中电荷捕获态的电子转移。
{"title":"A Filon-like integration strategy for calculating exact exchange in periodic boundary conditions: a plane-wave DFT implementation","authors":"Eric J Bylaska,&nbsp;Kevin Waters,&nbsp;Eric D Hermes,&nbsp;Judit Zádor,&nbsp;Kevin M Rosso","doi":"10.1186/s41313-020-00019-9","DOIUrl":"https://doi.org/10.1186/s41313-020-00019-9","url":null,"abstract":"<p>An efficient and accurate approach for calculating exact exchange and other two-electron integrals has been developed for periodic electronic structure methods. Traditional approaches used for integrating over the Brillouin zone in band structure calculations, e.g. trapezoidal or Monkhorst-Pack, are not accurate enough for two-electron integrals. This is because their integrands contain multiple singularities over the double integration of the Brillouin zone, which with simple integration methods lead to very inaccurate results. A common approach to this problem has been to replace the Coulomb interaction with a screened Coulomb interaction that removes singularities from the integrands in the two-electron integrals, albeit at the inelegance of having to introduce a screening factor which must precomputed or guessed. Instead of introducing screened Coulomb interactions in an ad hoc way, the method developed in this work derives an effective screened potential using a Filon-like integration approach that is based only on the lattice parameters. This approach overcomes the limitations of traditionally defined screened Coulomb interactions for calculating two-electron integrals, and makes chemistry many-body calculations tractable in periodic boundary conditions. This method has been applied to several systems for which conventional DFT methods do not work well, including the reaction pathways for the addition of H<sub>2</sub> to phenol and Au<span>(_{20}^{-})</span> nanoparticle, and the electron transfer of a charge trapped state in the Fe(II) containing mica, annite.</p>","PeriodicalId":693,"journal":{"name":"Materials Theory","volume":"4 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s41313-020-00019-9","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"4669080","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Mechanics of moving defects in growing sheets: 3-d, small deformation theory 生长片中运动缺陷的力学:三维小变形理论
Pub Date : 2020-04-16 DOI: 10.1186/s41313-020-00018-w
Amit Acharya, Shankar C. Venkataramani

Growth and other dynamical processes in soft materials can create novel types of mesoscopic defects including discontinuities for the second and higher derivatives of the deformation, and terminating defects for these discontinuities. These higher-order defects move “easily", and can thus confer a great degree of flexibility to the material. We develop a general continuum mechanical framework from which we can derive the dynamics of higher order defects in a thermodynamically consistent manner. We illustrate our framework by obtaining the explicit dynamical equations for the next higher order defects in an elastic body beyond dislocations, phase boundaries, and disclinations, namely, surfaces of inflection and branch lines.

软质材料中的生长和其他动力学过程可以产生新型的介观缺陷,包括变形的二阶导数和更高阶导数的不连续,以及这些不连续的终止缺陷。这些高阶缺陷“容易”移动,因此可以赋予材料很大程度的灵活性。我们开发了一个通用的连续力学框架,从中我们可以以热力学一致的方式推导出高阶缺陷的动力学。我们通过获得弹性体中下一个高阶缺陷的显式动力学方程来说明我们的框架,这些缺陷超出了位错,相边界和斜位,即弯曲和分支线的表面。
{"title":"Mechanics of moving defects in growing sheets: 3-d, small deformation theory","authors":"Amit Acharya,&nbsp;Shankar C. Venkataramani","doi":"10.1186/s41313-020-00018-w","DOIUrl":"https://doi.org/10.1186/s41313-020-00018-w","url":null,"abstract":"<p>Growth and other dynamical processes in soft materials can create novel types of mesoscopic defects including discontinuities for the second and higher derivatives of the deformation, and terminating defects for these discontinuities. These higher-order defects move “easily\", and can thus confer a great degree of flexibility to the material. We develop a general continuum mechanical framework from which we can derive the dynamics of higher order defects in a thermodynamically consistent manner. We illustrate our framework by obtaining the explicit dynamical equations for the next higher order defects in an elastic body beyond dislocations, phase boundaries, and disclinations, namely, surfaces of inflection and branch lines.</p>","PeriodicalId":693,"journal":{"name":"Materials Theory","volume":"4 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s41313-020-00018-w","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"4637191","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
Theoretical framework for predicting solute concentrations and solute-induced stresses in finite volumes with arbitrary elastic fields 预测具有任意弹性场的有限体积中溶质浓度和溶质诱发应力的理论框架
Pub Date : 2020-04-07 DOI: 10.1186/s41313-020-00020-2
Yejun Gu, Jaafar A. El-Awady

A theoretical model for computing the interstitial solute concentration and the interstitial solute-induced stress field in a three-dimensional finite medium with any arbitrary elastic fields was developed. This model can be directly incorporated into two-dimensional or three-dimensional discrete dislocation dynamics simulations, continuum dislocation dynamics simulations, or crystal plasticity simulations. Using this model, it is shown that a nano-hydride can form in the tensile region below a dissociated edge dislocation at hydrogen concentration as low as χ0=5×10?5, and its formation induces a localized hydrogen elastic shielding effect that leads to a lower stacking fault width for the edge dislocation. Additionally, the model also predicts the segregation of hydrogen at Σ109(13 7 0)/33.4° symmetric tilt grain boundary dislocations. This segregation strongly alters the magnitude of the shear stresses at the grain boundary, which can subsequently alter dislocation-grain boundary interactions and dislocation slip transmissions across the grain boundary. Moreover, the model also predicts that the hydrogen concentration at a mode-I central crack tip increases with increasing external loading, higher intrinsic hydrogen concentration, and/or larger crack lengths. Finally, linearized approximate closed-form solutions for the solute concentration and the interstitial solute-induced stress field were also developed. These approximate solutions can effectively reduce the computation cost to assess the concentration and stress field in the presence of solutes. These approximate solutions are also shown to be a good approximation when the positions of interest are several nanometers away (i.e. long-ranged elastic interactions) from stress singularities (e.g. dislocation core and crack tip), for low solute concentrations, and/or at high temperatures.

建立了具有任意弹性场的三维有限介质中溶质浓度和溶质诱发应力场的理论模型。该模型可直接用于二维或三维离散位错动力学模拟、连续位错动力学模拟或晶体塑性模拟。利用该模型表明,当氢浓度低至χ0=5×10?时,可在解离边位错下方的拉伸区形成纳米氢化物。5,它的形成引起了局部氢弹性屏蔽效应,导致边缘位错的层错宽度较低。此外,该模型还预测了在Σ109(13 70)/33.4°对称倾斜晶界位错处氢的偏析。这种偏析强烈地改变了晶界处的剪切应力的大小,从而改变了位错-晶界相互作用和跨晶界的位错滑移传递。此外,该模型还预测了i型中心裂纹尖端的氢浓度随着外载荷的增加、内禀氢浓度的增加和裂纹长度的增大而增加。最后,给出了溶质浓度和间隙溶质诱发应力场的线性化近似封闭解。这些近似解可以有效地降低求解溶质存在时的浓度和应力场的计算成本。对于低溶质浓度和/或高温,当感兴趣的位置距离应力奇点(例如位错核心和裂纹尖端)几纳米(即远程弹性相互作用)时,这些近似解也被证明是一个很好的近似。
{"title":"Theoretical framework for predicting solute concentrations and solute-induced stresses in finite volumes with arbitrary elastic fields","authors":"Yejun Gu,&nbsp;Jaafar A. El-Awady","doi":"10.1186/s41313-020-00020-2","DOIUrl":"https://doi.org/10.1186/s41313-020-00020-2","url":null,"abstract":"<p>A theoretical model for computing the interstitial solute concentration and the interstitial solute-induced stress field in a three-dimensional finite medium with any arbitrary elastic fields was developed. This model can be directly incorporated into two-dimensional or three-dimensional discrete dislocation dynamics simulations, continuum dislocation dynamics simulations, or crystal plasticity simulations. Using this model, it is shown that a nano-hydride can form in the tensile region below a dissociated edge dislocation at hydrogen concentration as low as <i>χ</i><sub>0</sub>=5×10<sup>?5</sup>, and its formation induces a localized hydrogen elastic shielding effect that leads to a lower stacking fault width for the edge dislocation. Additionally, the model also predicts the segregation of hydrogen at <i>Σ</i>109(13 7 0)/33.4<sup>°</sup> symmetric tilt grain boundary dislocations. This segregation strongly alters the magnitude of the shear stresses at the grain boundary, which can subsequently alter dislocation-grain boundary interactions and dislocation slip transmissions across the grain boundary. Moreover, the model also predicts that the hydrogen concentration at a mode-I central crack tip increases with increasing external loading, higher intrinsic hydrogen concentration, and/or larger crack lengths. Finally, linearized approximate closed-form solutions for the solute concentration and the interstitial solute-induced stress field were also developed. These approximate solutions can effectively reduce the computation cost to assess the concentration and stress field in the presence of solutes. These approximate solutions are also shown to be a good approximation when the positions of interest are several nanometers away (i.e. long-ranged elastic interactions) from stress singularities (e.g. dislocation core and crack tip), for low solute concentrations, and/or at high temperatures.</p>","PeriodicalId":693,"journal":{"name":"Materials Theory","volume":"4 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-04-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s41313-020-00020-2","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"4280046","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
期刊
Materials Theory
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1