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First-Principles Study of the Effect of Al and Hf Impurities on Co 3W Antiphase Boundary Energies Al和Hf杂质对Co 3W反相边界能影响的第一性原理研究
Pub Date : 2021-08-01 DOI: 10.2139/ssrn.3807770
C. Nataraj, R. Sun, C. Woodward, A. van de Walle
Abstract The effects of Al and Hf impurities on the (111) antiphase boundary (APB) energy of metastable FCC Co 3 W are investigated via ab initio calculations. Cluster expansions are used to predict the total energies of supercells containing non-dilute concentrations of impurities using Monte Carlo simulations at relevant temperatures, giving APB energies as a function of impurity concentration and temperature for each ternary system. The cluster expansions are validated by comparing with direct energy calculations of supercells of pure L1 2 Co 3 W and the effects of each impurity are compared. Two sets of compositions are explored for each system — constant ratio (constant ratio between Co and W) and sacrificial W (constant Co). It is found that sacrificial W compositions stabilize the L1 2 structure over a wider range of compositions than constant ratio compositions (given the restriction to the FCC lattice) in both systems and should be preferred. In sacrificial W compositions, Hf increases the APB energy far more than Al, particularly at higher concentrations of the impurity, and both systems exhibit little variation with respect to temperature. It is further shown that at higher concentrations of Hf, and most noticeably for Co 3 (W 0.5 Hf 0.5 ), Hf and W tend to segregate into alternating planes, unlike the corresponding Co 3 (W 0.5 Al 0.5 ), which explains the different impacts of the two impurities on the APB energy. Finally, the ratio of (111) to (100) APB energies is studied for sacrificial W compositions to understand cross slip behavior in both ternary systems.
通过从头计算研究了Al和Hf杂质对亚稳FCC Co 3w(111)反相边界(APB)能量的影响。在相关温度下,利用蒙特卡罗模拟,利用团簇展开来预测含有非稀浓度杂质的超级电池的总能量,给出了每个三元体系中杂质浓度和温度的函数APB能量。通过与纯l2co3w超电池的直接能量计算进行比较,验证了团簇扩展的正确性,并比较了每种杂质的影响。对每个体系探索了两组成分——恒定比(Co和W之间的恒定比)和牺牲W(恒定Co)。在两种体系中,牺牲W组分远比定比组分稳定,应优先选择牺牲W组分。在牺牲W组分中,Hf对APB能量的增加远远大于Al,特别是在杂质浓度较高时,两种体系对温度的变化不大。进一步表明,在较高的Hf浓度下,特别是Co 3 (w0.5 Hf 0.5), Hf和W倾向于在交替平面上分离,而不像Co 3 (w0.5 Al 0.5),这解释了两种杂质对APB能量的不同影响。最后,研究了牺牲W组分的(111)与(100)APB能量比,以了解这两种三元体系的交叉滑移行为。
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引用次数: 2
Segmentation of Experimental Datasets Via Convolutional Neural Networks Trained on Phase Field Simulations 基于相场模拟训练的卷积神经网络分割实验数据集
Pub Date : 2021-08-01 DOI: 10.2139/ssrn.3680400
Jiwon Yeom, T. Stan, Seungbum Hong, P. Voorhees
Abstract The ability to quickly analyze large imaging datasets is vital to the widespread adoption of modern materials characterization tools, and thus the development of new materials. Image segmentation can be the most subjective and time-consuming step in the data analysis workflow. A promising approach to segmentation of large materials datasets is the use of convolutional neural networks (CNNs). However, a major challenge is to obtain the images and segmentations needed for CNN training, since this requires segmentations performed by humans. We show that it is possible to segment experimental materials science data using a SegNet-based CNN that was trained only using simple phase field simulations. A test image from an in-situ solidification experiment of an Al-Zn alloy was used to parameterize the phase field simulations. The most important microstructural features required for the best CNN to “understand” the contents of the image are ranked as: (1) having training images with diffuse particle-background interfaces, (2) modifying the images by adding noise, (3) removing particles at the image edges, and (4) adding sub-images to the particles to account for the feint bands present on some dendrites. The CNN trained on phase field images segmented the experimental test image with 99.3% accuracy, comparable to CNNs trained on experimental data. This approach of using computationally generated images to train CNNs capable of segmenting experiments will accelerate the rate of materials design and discovery.
快速分析大型成像数据集的能力对于现代材料表征工具的广泛采用以及新材料的开发至关重要。图像分割可能是数据分析工作流程中最主观和最耗时的步骤。卷积神经网络(cnn)是对大型材料数据集进行分割的一种很有前途的方法。然而,一个主要的挑战是获得CNN训练所需的图像和分割,因为这需要人类进行分割。我们表明,使用仅使用简单相场模拟训练的基于segnet的CNN来分割实验材料科学数据是可能的。采用Al-Zn合金原位凝固试验图像对相场进行了参数化模拟。最佳CNN“理解”图像内容所需的最重要的微观结构特征是:(1)具有弥散粒子-背景界面的训练图像,(2)通过添加噪声来修改图像,(3)去除图像边缘的颗粒,(4)为颗粒添加子图像以解释某些树突上存在的假带。相场图像训练的CNN对实验测试图像的分割准确率为99.3%,与实验数据训练的CNN相当。这种使用计算生成的图像来训练能够进行分割实验的cnn的方法将加快材料设计和发现的速度。
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引用次数: 14
Graphene Supported MgNi Alloy Nanocomposite as a Room Temperature Hydrogen Storage Material – Experiments and Theoretical Insights 石墨烯支持的MgNi合金纳米复合材料作为室温储氢材料-实验和理论见解
Pub Date : 2021-08-01 DOI: 10.2139/ssrn.3762207
S. S. Samantaray, P. Anees, Vinayan Bhaghavathi Parambath, R. S.
Abstract Experimental studies along with density functional theory (DFT) calculations have been performed to probe and understand the hydrogen storage properties of graphene supported MgNi alloy nanoparticles nanocomposites. The main highlight of the present work is that nanostructuring and alloying of Mg with Ni and its dispersion on graphene (MgNi/G) & nitrogen/boron doped graphene (MgNi/NG, MgNi/BG) resulted in a substantial enhancement in the hydrogen storage capacity. The hydrogen storage capacity measured at room temperature and at 3 MPa pressure for MgNi/G, MgNi/BG and MgNi/NG are ∼2.5 wt. %, 3.5 wt. % and 5.4 wt. % respectively. The large improvement in hydrogen storage capacity compared to the reported values of G (0.5 wt. %), BG (0.7 wt. %) and NG (0.9 wt. %) under the same experimental conditions is noteworthy. DFT calculations shed light on the adsorption mechanism underlying this enhanced hydrogen uptake capacity and corroborate the experimental results.
采用密度泛函理论(DFT)对石墨烯负载MgNi合金纳米复合材料的储氢性能进行了实验研究。本研究的主要亮点是纳米结构和Ni与Mg的合金化及其在石墨烯(MgNi/G)和氮/硼掺杂石墨烯(MgNi/NG, MgNi/BG)上的分散导致储氢能力的显著增强。MgNi/G、MgNi/BG和MgNi/NG在室温和3mpa压力下的储氢量分别为~ 2.5 wt. %、3.5 wt. %和5.4 wt. %。值得注意的是,在相同的实验条件下,与报告的G (0.5 wt. %)、BG (0.7 wt. %)和NG (0.9 wt. %)相比,储氢容量有了很大的提高。DFT计算揭示了这种增强的吸氢能力的吸附机制,并证实了实验结果。
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引用次数: 19
Dislocation Assisted Phase Separation: A Phase Field Study 位错辅助相分离:相场研究
Pub Date : 2021-07-27 DOI: 10.2139/ssrn.3910594
R. Arjun Varma, P. Pant, M. Gururajan
Defects play a key role in deciding the mechanisms and kinetics of phase transformations. In this paper, we show how dislocations influence phase separation in alloys with miscibility gap. Specifically, depending on the ratio of pipe mobility to bulk mobility, it is seen that even in a system with nominal compositions outside the spinodal limit, spinodal phase separation is possible. Surprisingly, phase separation through both nucleation and growth, and spinodal decomposition, is seen concurrently (for the case of intersecting dislocations). Finally, the prominent role played by dislocations in influencing the morphology of precipitates is explored. We show that these results agree qualitatively with recent experimental results in iron based systems obtained using Atom Probe Tomography (APT).
缺陷在决定相变机理和动力学中起着关键作用。本文研究了位错对具有混相间隙的合金相分离的影响。具体来说,根据管道迁移率与体迁移率的比值,可以看出,即使在标称成分超出旋量极限的体系中,旋量相分离也是可能的。令人惊讶的是,通过形核和生长的相分离,以及spinodal分解,可以同时看到(对于相交位错的情况)。最后,探讨了位错对析出相形貌的重要影响。我们表明,这些结果与最近使用原子探针断层扫描(APT)获得的铁基系统的实验结果在定性上一致。
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引用次数: 3
Polarization Doping - Ab Initio Verification of the Concept: Charge Conservation and Locality 极化掺杂——概念的从头算验证:电荷守恒和局域性
Pub Date : 2021-06-02 DOI: 10.2139/ssrn.3920962
A. Ahmad, P. Strak, P. Kempisty, K. Sakowski, J. Piechota, Y. Kangawa, I. Grzegory, M. Leszczyński, Z. Zytkiewicz, G. Muzioł, E. Monroy, A. Kamińska, S. Krukowski
In this work, we study the emergence of polarization doping in AlxGa1−xN layers with graded composition from a theoretical viewpoint. It is shown that bulk electric charge density emerges in the graded concentration region. The magnitude of the effect, i.e., the relation between the polarization bulk charge density and the concentration gradient is obtained. The appearance of mobile charge in the wurtzite structure grown along the polar direction was investigated using the combination of ab initio and drift-diffusion models. It was shown that the ab initio results can be recovered precisely by proper parameterization of drift-diffusion representation of the complex nitride system. It was shown that the mobile charge appears due to the increase of the distance between opposite polarization-induced charges. It was demonstrated that, for sufficiently large space distance between polarization charges, the opposite mobile charges are induced. We demonstrate that the charge conservation law applies for fixed and mobile charge separately, leading to nonlocal compensation phenomena involving (i) the bulk fixed and polarization sheet charge at the heterointerfaces and (ii) the mobile band and the defect charge. Therefore, two charge conservation laws are obeyed that induces nonlocality in the system. The magnitude of the effect allows obtaining technically viable mobile charge density for optoelectronic devices without impurity doping (donors or acceptors). Therefore, it provides an additional tool for the device designer, with the potential to attain high conductivities: high carrier concentrations can be obtained even in materials with high dopant ionization energies, and the mobility is not limited by scattering at ionized impurities.
在这项工作中,我们从理论的角度研究了梯度组成的AlxGa1−xN层中极化掺杂的出现。结果表明,梯度浓度区存在体电荷密度。得到了效应的大小,即极化体电荷密度与浓度梯度的关系。采用从头算和漂移扩散相结合的方法研究了沿极性方向生长的纤锌矿结构中移动电荷的形态。结果表明,通过对复杂氮化物系统的漂移-扩散表示进行适当的参数化,可以精确地恢复从头算结果。结果表明,移动电荷的产生是由于相反极化诱导电荷之间距离的增加。结果表明,当极化电荷之间的空间距离足够大时,会产生相反的移动电荷。我们证明了电荷守恒定律分别适用于固定和移动电荷,导致非局部补偿现象,涉及(i)异质界面处的大块固定和极化片电荷以及(ii)移动带和缺陷电荷。因此,有两个电荷守恒定律引起了系统的非定域性。该效应的大小允许在没有杂质掺杂(供体或受体)的光电子器件中获得技术上可行的移动电荷密度。因此,它为器件设计者提供了一个额外的工具,具有获得高电导率的潜力:即使在具有高掺杂电离能的材料中也可以获得高载流子浓度,并且迁移率不受电离杂质散射的限制。
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引用次数: 1
In Situ TEM Investigations of the Microstructural Changes and Radiation Tolerance in SiC Nanowhiskers Irradiated with He Ions at High Temperatures 高温下He离子辐照SiC纳米晶须组织变化及耐辐射性能的原位透射电镜研究
Pub Date : 2021-05-15 DOI: 10.2139/ssrn.3674678
E. Aradi, J. Lewis-Fell, G. Greaves, Stephen E. Donnelly, J. Hinks
Abstract Using in-situ transmission electron microscopy (TEM) with ion irradiation, we investigated the microstructural changes in silicon carbide nanowhiskers (SiC NWs) which were used as a model system for nanoporous SiC. Irradiations were carried out using 6 keV He ions at temperatures between 500 and 1000°C and doses up to 20 dpa. These results are compared with the irradiation effects in SiC thin foils under the same conditions to establish differences in their response to radiation damage. The irradiation temperature played a significant role in the evolution of different microstructures; at 500°C, small defect clusters were observed in the NWs together with a segregation of carbon at the surface of the NWs mapped using energy-filtered TEM (EFTEM). At 800°C, small He bubbles (2–4 nm in diameter) were observed in the NW matrix while He platelets and bubble discs formed in the foils. At 1000°C, several changes were observed in the NWs including bubbles at twin boundaries, voids and oxygen-rich precipitates. The large surface area to volume ratio enhances defect recombination supressing the defect density in the SiC NWs compared to the foils indicating high radiation tolerance; however, elemental segregation and precipitation may limit its application in advanced nuclear reactors.
摘要采用离子辐照原位透射电子显微镜(TEM)研究了作为纳米多孔碳化硅模型体系的碳化硅纳米晶须(SiC NWs)的微观结构变化。使用6 keV He离子在500至1000°C的温度和高达20 dpa的剂量下进行辐照。将这些结果与相同条件下SiC薄膜的辐照效应进行比较,以确定其对辐射损伤的响应差异。辐照温度对不同显微结构的演化有显著影响;在500°C时,使用能量过滤透射电镜(EFTEM)在NWs表面观察到小的缺陷团簇和碳的偏析。在800℃时,在NW基体中观察到直径为2 ~ 4nm的He小气泡,薄片中形成He血小板和He气泡盘。在1000℃时,NWs中观察到一些变化,包括孪晶界的气泡、空洞和富氧沉淀。与高耐辐射箔相比,较大的表面积体积比增强了SiC NWs中的缺陷复合,抑制了缺陷密度;然而,元素偏析和析出可能限制其在先进核反应堆中的应用。
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引用次数: 6
Anisotropic Defect Distribution in He+-Irradiated 4h-Sic: Effect of Stress on Defect Distribution He+辐照4h-Sic中各向异性缺陷分布:应力对缺陷分布的影响
Pub Date : 2021-04-04 DOI: 10.2139/ssrn.3751554
Subing Yang, Y. Nakagawa, Minako Kondo, T. Shibayama
Abstract Irradiation-induced anisotropic swelling in hexagonal α-SiC is known to degrade the mechanical properties of SiC; however, the associated physical mechanism and microstructural process remain insufficiently understood. In this study, an anisotropic swelling condition where the surface normal direction was allowed to freely expand with constraint in the lateral direction was introduced in 4H-SiC using selected-area He+ irradiation, and the internal defect distribution was investigated using transmission electron microscopy (TEM) and advanced scanning TEM. The defect distribution was compared to that in non-selected-area He+-irradiated 4H-SiC and electron-irradiated TEM-foil 4H-SiC. An anisotropic defect distribution was observed in the selected-area He+-ion-irradiated 4H-SiC, with interstitial defects preferentially redistributed in the surface normal direction ([0004]) and negative volume defects (such as vacancies and/or carbon antisite defects) dominantly located in the lateral directions ([ 11 2 ¯ 0 ] and [ 10 1 ¯ 0 ]). This anisotropy of the defect distribution was substantially lower in the non-selected-area He+-irradiated and electron-irradiated samples. The stress condition in the three samples was also measured and analyzed. In the selected-area He+-irradiated 4H-SiC, compressive stress was introduced in the lateral directions (([ 10 1 ¯ 0 ] and [ 11 2 ¯ 0 ])), with little stress introduced in the surface normal direction ([0004]); this stress condition was introduced at the beginning of ion irradiation. The compressive stress likely inhibits the formation of interstitial defects in the lateral directions, enhancing the anisotropy of the defect distribution in SiC.
摘要:六方α-SiC中辐照引起的各向异性膨胀会降低SiC的力学性能;然而,相关的物理机制和微观结构过程仍不充分了解。在本研究中,采用选择性区域He+辐照,在4H-SiC中引入了允许表面法向自由膨胀的各向异性膨胀条件,并在横向方向上施加约束,利用透射电镜(TEM)和高级扫描电镜(advanced scanning TEM)研究了内部缺陷的分布。比较了He+辐照4H-SiC和电子辐照tem -箔4H-SiC的缺陷分布。在He+离子辐照的选定区域中,观察到缺陷的各向异性分布,间隙缺陷优先在表面法向重新分布([0004]),负体积缺陷(如空位和/或碳反位缺陷)主要位于横向([11 2¯0]和[10 1¯0])。在非选择区He+辐照和电子辐照样品中,缺陷分布的各向异性明显较低。对三种试样的应力状况进行了测量和分析。在He+辐照4H-SiC选定区域,侧向施加压应力([10 1¯0]和[11 2¯0]),表面法向施加应力较小([0004]);在离子辐照开始时引入了这种应力条件。压应力可能抑制了横向间隙缺陷的形成,增强了SiC中缺陷分布的各向异性。
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引用次数: 18
Effect of External Electric Field on Diffusivity and Flash Sintering of 8ysz: A Molecular Dynamics Study 外电场对8ysz扩散率和闪速烧结影响的分子动力学研究
Pub Date : 2021-03-01 DOI: 10.2139/ssrn.3711245
Wenwu Xu, A. Maksymenko, Shahrier Hasan, J. Meléndez, E. Olevsky
Abstract The atomistic structural modification and ionic diffusivity in 8YSZ at elevated temperature with the presence of an external electric field (E-field) were investigated by molecular dynamics (MD) simulations. As an example, a sufficiently large system of atomic configuration for a bi-crystal ∑ 5 ( 310 ) / [ 001 ] grain boundary (GB) model was studied. MD results show that the E-field promotes the formation of Frenkel pair defects. Notably, some Zr ions diffuse out of GB regions at E-field > ∼ 500-1000V/cm, resulting in an “avalanche” of cation vacancies at GBs and reduction of GB space charge. Consequently, the diffusivities of cations and anions are enhanced in the 8YSZ system with the presence of E-field. The atomistic level understanding of E-field induced structural modifications and ionic diffusivities provide an in-depth insight to unravel the flash sintering mechanisms of ionic ceramics, especially the coupled thermal-field effect during the flash sintering process.
采用分子动力学(MD)模拟研究了在外加电场(E-field)作用下8YSZ在高温下的原子结构修饰和离子扩散率。以双晶∑5(310)/[001]晶界(GB)模型为例,研究了足够大的原子组态体系。MD结果表明,电场促进了Frenkel对缺陷的形成。值得注意的是,一些Zr离子在e场> ~ 500-1000V/cm时从GB区域扩散出去,导致GB区域阳离子空位的“雪崩”和GB空间电荷的减少。因此,随着电场的存在,阳离子和阴离子在8YSZ体系中的扩散率增强。从原子水平上理解电子场诱导的结构修饰和离子扩散率,有助于深入了解离子陶瓷的闪速烧结机理,特别是闪速烧结过程中的耦合热场效应。
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引用次数: 19
Crystallographic and Experimental Disproof of Pyramidal < c+a > Slip in Magnesium 镁中锥体< c+a >滑移的晶体学和实验反证
Pub Date : 2021-03-01 DOI: 10.2139/ssrn.3793928
Yan Huang, Xinliang Yang, Jun Jiang
The activation of non-basal pyramidal slip has been perceived as key to enhance the ductility of magnesium and its alloys. However, there has never been convincing evidence to show the physical existence of dislocations and their involvement in deformation has been a core issue in magnesium research. In the present work, the impossibility of slip is analyzed based on fundamental concepts of dislocation and atomic interactions. The atomic configurations and crystallographic features in association with dislocations are unambiguously revealed for the first time, demonstrating that any possible dislocation core structures would involve too many atoms on multiple lattice planes and are physically impossible. Experiments of magnesium single crystal compression along its c-axis were conducted at temperatures from 20°C to 500°C and the results showed no evidence of the involvement of dislocations in any form as a mechanism of deformation during either plastic flow or fracture. von Mises criterion for compatible deformation, which drives the pursuit of pyramidal slip, is critically discussed.
非基底锥体滑移的活化被认为是提高镁及其合金塑性的关键。然而,从来没有令人信服的证据表明位错的物理存在,它们与变形的关系一直是镁研究的核心问题。本文从位错和原子相互作用的基本概念出发,分析了滑移的不可能性。首次明确揭示了与位错相关的原子构型和晶体学特征,表明任何可能的位错核心结构都涉及多个晶格平面上的太多原子,并且在物理上是不可能的。在20 ~ 500℃的温度下进行了镁单晶C轴压缩实验,结果表明,在塑性流动或断裂过程中,没有任何形式的位错作为变形机制的证据。本文批判性地讨论了驱动锥体滑移的冯·米塞斯相容变形准则。
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引用次数: 0
Spinodal Decomposition Stabilizes Plastic Flow in a Nanocrystalline Cu-Ti Alloy 纳米晶Cu-Ti合金的自旋分解稳定塑性流动
Pub Date : 2021-02-19 DOI: 10.2139/ssrn.3793931
J. Rosalie, O. Renk, R. Pippan
A combination of high strength and reasonable ductility has been achieved in a copper-1.7 at.%titanium alloy deformed by high-pressure torsion. Grain refinement and a spinodal microstructure provided a hardness of 254 ± 2 Hv, yield strength of 800 MPa and elongation of 10%. The spinodal structure persisted during isothermal ageing, further increasing the yield strength to 890MPa while retaining an elongation of 7%. This work demonstrates the potential for spinodal microstructures to overcome the difficulties in retaining ductility in ultra-fine grained or nanocrystalline alloys, especially upon post- deformation heating where strain softening normally results in brittle behavior.
在铜-1.7合金中实现了高强度和合理延展性的结合。%高压扭转变形的钛合金。晶粒细化和纵向组织使其硬度为254±2 Hv,屈服强度为800 MPa,延伸率为10%。等温时效过程中,合金的屈服强度达到890MPa,延伸率为7%。这项工作表明,spinodal显微组织有潜力克服在超细晶或纳米晶合金中保持延展性的困难,特别是在变形后加热时,应变软化通常会导致脆性行为。
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引用次数: 1
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AMI: Acta Materialia
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