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Scale-bridging dislocation plasticity in MgO at room temperature 室温下MgO的尺度桥接位错塑性
IF 12.8 1区 材料科学 Q1 ENGINEERING, MECHANICAL Pub Date : 2025-11-03 DOI: 10.1016/j.ijplas.2025.104533
Jiawen Zhang , Zhangtao Li , Yuwei Zhang , Hendrik Holz , James P. Best , Oliver Preuß , Zhenyong Chen , Yinan Cui , Xufei Fang , Wenjun Lu
Dislocations in ceramics have recently gained renewed research interest, in contrast to the traditional belief that ceramics are inherently brittle. Understanding dislocation mechanics in representative oxides is beneficial for effective dislocation engineering. Here, we use MgO single crystals with mechanically seeded dislocation densities from ∼1012 to ∼1015 m-2 to investigate the mechanical behavior such as yield and fracture. Micro-pillar compression tests reveal a dislocation density dependent yield strength, mediated by the varying dominating dislocation mechanisms from nucleation to multiplication/motion. In situ TEM compression measurements highlight the dislocation-seeded samples can achieve a much-improved compressive plastic strain beyond ∼70%, with a high yield strength of ∼2.35 GPa (diameter of ∼400 nm), indicating size effect. Complementary bulk compression tests, along with digital image correlation (DIC), demonstrate a consistent dislocation-mediated deformation and a notable size effect, with bulk samples exhibiting much reduced yield strength (∼120 MPa) compared to the nano-/micro-pillars. Using three-dimensional Discrete Dislocation Dynamics (3D-DDD) simulation, we further qualitatively analyze the collective dislocation activities (slip events) and work hardening during compression. This study provides new insights into dislocation-mediated plasticity in MgO, across different length scales, by systematically tuning dislocation density.
陶瓷中的位错最近获得了新的研究兴趣,与传统观念相反,陶瓷本质上是脆的。了解具有代表性的氧化物中的位错力学,有助于进行有效的位错工程。在这里,我们使用机械播种位错密度从~ 1012到~ 1015 m-2的MgO单晶来研究屈服和断裂等力学行为。微柱压缩试验揭示了位错密度依赖于屈服强度,由不同的主要位错机制介导,从成核到倍增/运动。原位TEM压缩测量显示,位错种子样品可以获得大大改善的压缩塑性应变,超过~ 70%,屈服强度高达~ 2.35 GPa(直径~ 400 nm),表明尺寸效应。互补体压缩测试,以及数字图像相关(DIC),证明了一致的位错介导的变形和显著的尺寸效应,与纳米/微柱相比,体样品的屈服强度大大降低(~ 120 MPa)。利用三维离散位错动力学(3D-DDD)模拟,我们进一步定性分析了压缩过程中的集体位错活动(滑移事件)和加工硬化。本研究通过系统调节位错密度,为MgO中位错介导的可塑性在不同长度尺度上提供了新的见解。
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引用次数: 0
Theoretical and numerical investigations of dislocation evolution and anisotropic plasticity in UO2 UO2中位错演化及各向异性塑性的理论与数值研究
IF 12.8 1区 材料科学 Q1 ENGINEERING, MECHANICAL Pub Date : 2025-11-03 DOI: 10.1016/j.ijplas.2025.104538
Mengke Cai , Tenglong Cong , Yinan Cui , Yang Li , Zhifang Qiu , Zhipeng Sun , Hanyang Gu
Uranium dioxide (UO2), the most widely used nuclear fuel, exhibits complex plasticity and highly anisotropic mechanical properties. Under high burnup conditions, the rim region is formed with tangled dislocation networks in UO2, involving the propagation and interaction of dislocations in multiple slip systems, leading to distinct behaviors compared to the traditional metals. In this work, we proposed an atomic-informed dislocation mobility law corresponding to both {100} and {110} slip systems, with all parameters calibrated from experiments. By employing this newly developed mobility law as well as a thermally activated cross-slip model, we carried out three-dimensional discrete dislocation dynamics (DDD) simulations to explore the anisotropic plastic responses of UO2 across a wide range of temperatures from 900 K to 1900 K. The temperature dependence of critical resolved shear stress of {100} and {110} slip systems has been successfully reproduced by our simulations, which agrees well with experimental data. A strong orientation and temperature dependent yield strength has been observed from the single crystal UO2 tensile tests, which agrees well with experiments. Notably, the experimentally observed yield stress drop of UO2 is reproduced in our DDD simulations, rooted in the slip system transition from the {110} (hard) to {100} (easy) slip systems. To highlight the interplay of dislocations in different slip systems, a dislocation density evolution model was established, incorporating dislocation multiplication, annihilation, cross-slip, and junction formation mechanisms. This model not only accurately predicts the dislocation density evolution for both {100} and {110} slip systems, but also reveals the underlying mechanism for the aforementioned slip transition behaviors. In conjunction with the dislocation mobility law, a dislocation-based crystal plasticity model was developed which can accurately predict the macroscopic mechanical response of single crystal UO2 under different temperatures and strain rates. These insights are expected to shed light on understanding the mechanical anisotropy of UO2 under high irradiation dose and complex loading conditions.
二氧化铀(UO2)是应用最广泛的核燃料,具有复杂的塑性和高度各向异性的力学性能。在高燃耗条件下,UO2在边缘区域形成缠结位错网络,涉及多滑移体系中位错的传播和相互作用,导致与传统金属不同的行为。在这项工作中,我们提出了一个与{100}和{110}滑移系统相对应的原子信息位错迁移率定律,所有参数都是从实验中校准的。利用这一迁移率定律和热激活交叉滑移模型,我们进行了三维离散位错动力学(DDD)模拟,探讨了UO2在900K至1900K范围内的各向异性塑性响应。模拟结果成功地再现了{100}和{110}滑移系统临界分解剪应力的温度依赖性,与实验数据吻合较好。从UO2单晶拉伸试验中观察到很强的取向和温度依赖性屈服强度,这与实验结果吻合得很好。值得注意的是,实验观察到的UO2屈服应力下降在我们的DDD模拟中得到了再现,这是由于滑移系统从{110}(硬)到{100}(易)滑移系统的转变。为了突出位错在不同滑移体系中的相互作用,建立了位错密度演化模型,包括位错增殖、湮灭、交叉滑移和结形成机制。该模型不仅准确地预测了{100}和{110}滑移体系的位错密度演变,而且揭示了上述滑移转变行为的潜在机制。结合位错迁移率规律,建立了基于位错的晶体塑性模型,该模型可以准确预测不同温度和应变速率下UO2单晶的宏观力学响应。这些发现将有助于理解UO2在高辐照剂量和复杂载荷条件下的力学各向异性。
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引用次数: 0
High-velocity fragmentation and spall fracture of steel AF9628 AF9628钢高速断片及片状断裂
IF 12.8 1区 材料科学 Q1 ENGINEERING, MECHANICAL Pub Date : 2025-11-01 DOI: 10.1016/j.ijplas.2025.104454
T. Virazels , J. García-Molleja , J.C. Nieto-Fuentes , M. Gonzales , F. Sket , J.A. Rodríguez-Martínez
<div><div>This paper investigates the mechanics of high-velocity fragmentation and spall fracture of steel AF9628. For this purpose, we have conducted an experimental campaign comprising 25 ring expansion tests and 36 planar plate impact experiments utilizing a single-stage light-gas gun, resulting in the largest and most comprehensive investigation to date on the dynamic fracture properties of AF9628. The ring expansion tests involve the axial impact of a conical-nosed cylindrical projectile on a stationary thin-walled tube, over which the specimen is inserted. The cross-section of the cylindrical part of the projectile exceeds the inner diameter of the tube, prompting expansion of the sample as the projectile advances, ultimately leading to the formation of multiple necks and fractures across the circumference of the ring. The experiments were documented using two high-speed cameras to capture time-resolved insights into the specimen’s deformation and fracture mechanisms. The video footage was synchronized with a photonic Doppler velocimetry system to measure the time evolution of the radial speed of the ring, thereby establishing a correlation between the nucleation of necks, the formation of fragments, and the actual strain rate in the specimens, which ranged from <span><math><mrow><mo>≈</mo><mn>8000</mn><mspace></mspace><msup><mrow><mtext>s</mtext></mrow><mrow><mo>−</mo><mn>1</mn></mrow></msup></mrow></math></span> to <span><math><mrow><mo>≈</mo><mn>15</mn><mspace></mspace><mn>000</mn><mspace></mspace><msup><mrow><mtext>s</mtext></mrow><mrow><mo>−</mo><mn>1</mn></mrow></msup></mrow></math></span> for the range of impact velocities investigated, spanning from <span><math><mrow><mo>≈</mo><mn>240</mn><mspace></mspace><mtext>m/s</mtext></mrow></math></span> to <span><math><mrow><mo>≈</mo><mn>370</mn><mspace></mspace><mtext>m/s</mtext></mrow></math></span>. The fragments were soft-recovered, weighed, sized, and the fracture surfaces were analyzed utilizing scanning electron microscopy and X-ray tomography. The experimental results demonstrate a general increase in both the number of necks and fragments with expansion velocity. The fractographic investigation and the 3D reconstruction of the fracture surfaces showed a mix of equiaxed dimples indicative of tensile failure and elliptical dimples suggestive of shear failure, with the predominance of each type varying across fractures. The planar plate impact experiments consists of propelling a disc-like projectile toward a stationary disc-like target at velocities ranging from <span><math><mrow><mo>≈</mo><mn>380</mn><mspace></mspace><mtext>m/s</mtext></mrow></math></span> to <span><math><mrow><mo>≈</mo><mn>780</mn><mspace></mspace><mtext>m/s</mtext></mrow></math></span>. The target is twice the thickness of the projectile, positioning the spall plane approximately at the center of the target. A photonic Doppler velocimetry system was utilized to measure the axial velocity of the free surface of the
本文研究了AF9628钢高速破碎和片状断裂的机理。为此,我们利用单级光气枪进行了25次环膨胀试验和36次平面板冲击试验,对AF9628的动态断裂特性进行了迄今为止规模最大、最全面的研究。环膨胀试验包括锥形头圆柱弹丸对固定薄壁管的轴向冲击,试样插在其上。弹丸圆柱形部分的横截面超过了管的内径,促使试样随着弹丸的推进而膨胀,最终导致在环的圆周上形成多个颈部和断裂。实验用两台高速摄像机记录下了试样的变形和断裂机制。将视频片段与光子多普勒测速系统同步,测量环径向速度的时间演变,从而建立了试样中颈形核、碎片形成与实际应变速率之间的相关性,所研究的冲击速度范围为≈240m/s≈240m/s至≈370m/s≈370m/s,应变速率范围为≈8000s−1≈8000s−1至≈15000s−1≈15000s−1。对碎片进行软回收,称重,大小,并利用扫描电子显微镜和x射线断层扫描分析断口表面。实验结果表明,随着膨胀速度的增加,颈段和破片的数量普遍增加。断口形貌研究和断口三维重建显示,等轴韧窝和椭圆韧窝混合在一起,表明拉伸破坏和剪切破坏,每种类型的优势都在裂缝中有所不同。平面板冲击实验是将圆盘状弹丸以≈380m/s≈380m/s ~≈780m/s≈780m/s的速度推进到静止的圆盘状目标。目标是弹丸厚度的两倍,将碎片平面大致定位在目标的中心。利用光子多普勒测速系统测量了目标自由表面的轴向速度,提供了冲击压力、冲击速度、冲击宽度、Hugoniot弹性极限、碎片强度和碎片平面内应变率的数据,这些数据在测试的冲击速度范围内从≈50000s−1≈50000s−1到≈1700000s−1≈1700000s−1。目标标本已软恢复,大小,并分析使用扫描电子显微镜和x射线断层扫描。所研究的冲击速度范围从以不连续开裂和有限空洞生长为特征的初期剥落开始,到跨越试样中部大部分区域的完整断裂的形成,这是由广泛的开裂和众多大空洞的合并造成的。x射线断层扫描分析提供了碎裂的三维重建,获得了裂缝尺寸和体积随冲击速度变化的定量数据。扫描电镜研究揭示了孔洞生长、聚并和间隙开裂导致裂裂的机制,但没有揭示材料微观结构对裂纹扩展路径的明确影响。
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引用次数: 0
Microstructure-informed crystal plasticity modeling incorporating initial intragranular heterogeneities: insights into deformation mechanisms of additively manufactured alloy 结合初始晶内非均质性的微结构信息晶体塑性建模:对增材制造合金变形机制的见解
IF 12.8 1区 材料科学 Q1 ENGINEERING, MECHANICAL Pub Date : 2025-11-01 DOI: 10.1016/j.ijplas.2025.104537
Yue Wu , Shuai Xu , Renhao Wu , Tao Wang , Hyoung Seop Kim , Haiming Zhang
Conventional crystal plasticity (CP) models, which assume intragranular homogeneity, struggle to capture the complex deformation behavior of additively manufactured (AM) materials that exhibit pronounced initial microstructural heterogeneity. In this study, we develop a novel CP modeling approach that explicitly incorporates initial orientation gradients and dislocation density variations, enabling accurate representation of intragranular heterogeneities. By integrating full-field simulations with in situ tensile testing and high-resolution EBSD, we comparably investigate the mechanical responses and deformation mechanisms of both AM and conventionally manufactured (CM) 316 L stainless steels. The proposed model shows superior agreement with experimental measurements, accurately capturing stress and strain hotpots, dislocation evolution, and the emergence of intragranular shear band networks. These networks, strongly affected by initial microstructure heterogeneity, exhibit complex propagation and interaction behaviors, fundamentally altering strain partitioning path and resulting in persistent differences from predictions of conventional models. While overall stress levels remain comparable between models, the conventional approach significantly underestimates strain heterogeneity and overestimates stress heterogeneity, particularly in AM materials. Notably, the CM samples exhibit strain accumulation at grain boundaries and triple junctions, whereas the AM samples redistribute strain into grain interiors, facilitated by inherited heterogeneity. This enhances intergranular deformation compatibility, suppresses stress triaxiality in critical regions and activates more slip systems, ultimately improving ductility without compromising strength. This work highlights the limitations of traditional CP modeling and establishes the critical importance of incorporating microstructural gradients for accurately predicting mechanical behavior in heterogeneous materials. Beyond validation, the model provides a robust tool for microstructure-informed design, offering new insights for optimizing the strength-ductility synergy in architectured materials such as AM alloys.
传统的晶体塑性(CP)模型假设了晶内均匀性,很难捕捉增材制造(AM)材料的复杂变形行为,因为增材制造(AM)材料具有明显的初始微观结构非均匀性。在这项研究中,我们开发了一种新的CP建模方法,该方法明确地结合了初始取向梯度和位错密度变化,从而能够准确地表示晶内非均质性。通过将现场模拟与现场拉伸测试和高分辨率EBSD相结合,我们比较研究了AM和常规制造(CM) 316L不锈钢的力学响应和变形机制。该模型与实验测量结果吻合较好,能够准确地捕捉到应力和应变热点、位错演化以及晶内剪切带网络的出现。这些网络受到初始微观结构非均质性的强烈影响,表现出复杂的传播和相互作用行为,从根本上改变了应变分配路径,导致与传统模型预测的持续差异。虽然模型之间的总体应力水平仍然具有可比性,但传统方法明显低估了应变非均质性和高估了应力非均质性,特别是在增材制造材料中。值得注意的是,CM样品在晶界和三重结处表现出应变积累,而AM样品则在遗传异质性的促进下将应变重新分布到晶粒内部。这增强了晶间变形相容性,抑制了关键区域的应力三轴性,并激活了更多的滑移系统,最终在不影响强度的情况下提高了延性。这项工作强调了传统CP建模的局限性,并建立了结合微观结构梯度准确预测非均质材料力学行为的重要性。除了验证之外,该模型还为微结构设计提供了强大的工具,为优化AM合金等建筑材料的强度-延性协同作用提供了新的见解。
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引用次数: 0
A multi-mechanism coupled creep constitutive modeling with computable parameters 具有可计算参数的多机构耦合蠕变本构模型
IF 12.8 1区 材料科学 Q1 ENGINEERING, MECHANICAL Pub Date : 2025-10-30 DOI: 10.1016/j.ijplas.2025.104510
Mingyu Lei , Jie Huang , Yifei Xing , Yiyuan Qian , Xiaohua Li , Xiaojun Wang , Xu Li , Bin Wen
Accurate prediction of creep behavior is crucial for ensuring the reliability and safety of structural materials in high-temperature applications. Existing creep models, however, often require extensive experimental calibration and are constrained by idealized assumptions or incomplete representation of fundamental physical mechanisms. Consequently, a critical knowledge gap remains in understanding the coupled effects of different creep mechanisms, which reduces the predictive capability under complex material and loading conditions. In this work, we propose a multi-mechanism coupled creep constitutive model with computable parameters to quantitatively link microstructural characteristics to macroscopic creep response without relying on experimental data fitting. Within a unified thermodynamic framework, the model explicitly incorporates the contributions of vacancy diffusion, dislocation slip, and climb, grain boundary (GB) sliding, deformation twinning, and void evolution. Comprehensive analyses are conducted to investigate the coupling effects among various creep mechanisms. Applications to representative metals and alloys demonstrate that the model accurately captures the entire creep process under diverse microstructural conditions, thereby validating its predictive accuracy and robustness. This work not only enhances the mechanistic understanding of creep but also provides a powerful computational tool for designing advanced materials under extreme loading conditions.
准确预测结构材料的蠕变特性对于保证结构材料在高温环境下的可靠性和安全性至关重要。然而,现有的蠕变模型往往需要大量的实验校准,并且受到理想化假设或基本物理机制的不完整表示的限制。因此,在理解不同蠕变机制的耦合效应方面仍然存在一个关键的知识缺口,这降低了在复杂材料和加载条件下的预测能力。在这项工作中,我们提出了一个具有可计算参数的多机制耦合蠕变本构模型,以定量地将微观结构特征与宏观蠕变响应联系起来,而不依赖于实验数据拟合。在统一的热力学框架内,该模型明确地考虑了空位扩散、位错滑移和攀爬、晶界(GB)滑动、变形孪晶和空洞演化的贡献。综合分析了各种蠕变机制之间的耦合效应。对代表性金属和合金的应用表明,该模型准确地捕捉了不同微观结构条件下的整个蠕变过程,从而验证了其预测的准确性和鲁棒性。这项工作不仅增强了对蠕变的机理理解,而且为设计极端载荷条件下的先进材料提供了强大的计算工具。
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引用次数: 0
Anomalous dynamic recrystallization during hot deformation in refractory high entropy superalloy: the role of grain boundary chemistry 难熔高熵高温合金热变形过程中的异常动态再结晶:晶界化学的作用
IF 12.8 1区 材料科学 Q1 ENGINEERING, MECHANICAL Pub Date : 2025-10-30 DOI: 10.1016/j.ijplas.2025.104536
Yu Zhang , Hongyi Li , Junxiao Xu , Yiren Wang , Wei Wu , Fuhua Cao , Zheng Peng , Yan Chen , Lanhong Dai
The limited understanding of thermomechanical deformation mechanisms in refractory high-entropy superalloys (RSAs) hinders the advancement of thermomechanical processing strategies for microstructure-property optimization. This study investigates hot-deformation and recrystallization behaviors of an Al0.5NbTa0.8Ti1.5V0.2Zr RSA, in which hot-deformation resulted in the formation of a characteristic necklace dynamic recrystallization (DRX) structure. The recrystallization fraction and grain size increase with rising temperature and decreasing strain rate, reaching maximum values of 19% recrystallized fraction and 16 μm grain size. Both discontinuous dynamic recrystallization (DDRX) and continuous dynamic recrystallization (CDRX) mechanisms operate, in which DDRX dominates initial recrystallization, while recrystallized grains exhibit hybrid DDRX-CDRX mechanisms. The redistribution of Al and Zr promotes key recrystallization processes involving GB bulging and substructure development, revealing a diffusion assisted recrystallization mechanism. These findings provide the first direct evidence of the pivotal role of Al-Zr GB phase dissolve and diffusion on the recrystallization behavior. The present study featuring diffusion assisted recrystallization mechanism in Al0.5NbTa0.8Ti1.5V0.2Zr RSA provided insights into the thermal deformation mechanism of analogous RSA and other BCCHEAs.
对难熔高熵高温合金(RSAs)的热变形机制的认识有限,阻碍了高温合金微观组织性能优化的热加工策略的发展。本研究研究了Al0.5NbTa0.8Ti1.5V0.2Zr RSA的热变形和再结晶行为,热变形导致了项链状动态再结晶(DRX)结构的形成。再结晶率和晶粒尺寸随着温度的升高和应变速率的降低而增大,再结晶率和晶粒尺寸均达到最大值19%和16 μm。非连续动态再结晶(DDRX)和连续动态再结晶(CDRX)机制均有作用,其中DDRX主导初始再结晶,而再结晶晶粒表现为DDRX-CDRX混合机制。Al和Zr的再分布促进了包括GB胀形和亚结构发展在内的关键再结晶过程,揭示了扩散辅助再结晶机制。这些发现为Al-Zr GB相的溶解和扩散对再结晶行为的关键作用提供了第一个直接证据。本研究在Al0.5NbTa0.8Ti1.5V0.2Zr RSA中扩散辅助再结晶机制的研究,对类似RSA和其他BCCHEAs的热变形机制有了深入的了解。
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引用次数: 0
Predicting dislocation patterns and discovering the law of similitude: Machine learning based on fully reversed fatigue of FCC metals 预测位错模式和发现相似定律:基于FCC金属完全反向疲劳的机器学习
IF 12.8 1区 材料科学 Q1 ENGINEERING, MECHANICAL Pub Date : 2025-10-28 DOI: 10.1016/j.ijplas.2025.104535
Ronghai Wu , Lei Zeng , Zanpeng Shangguan , Yuxin Zhang , Zichao Peng , Xuqing Wang , Heng Li
Dislocation patterns reflect the complex self-organization nature of dislocations and have strong influence on the mechanical properties of crystalline materials. Although the law of similitude has been widely accepted to quantify the relation between saturation resolved shear stress and pattern wavelength, it remains a big challenge to link the major inputs (e.g. saturation resolved shear stress, crystal orientation and applied strain amplitude) and major outputs (e.g. wave-type and wave-length) of dislocation patterns. In the present work, we develop two black-box machine learning methods to predict the wave-type and wave-length, as well as two white-box machine learning methods to discover explicit formulas linking major inputs and wave-length of dislocation patterns, based on the experimental data of room temperature fully reversed fatigue of FCC metals. Data of single crystal Cu are used for training and validation, and data of bicrystal Cu and polycrystal Ni are used for testing. The results show that the black-box machine learning methods can well predict over twenty types of patterns consisting of five constitutive patterns (i.e. wall, vein, ladder, labyrinth and cell structures) and their wavelengths. The traditional law of similitude, as well as an improved version that additionally incorporates crystal orientation, are surprisingly discovered from experimental data under the guidance of expert knowledge and physical constraints in the white-box machine learning methods. This improved formulation represents a significant advancement toward establishing a more comprehensive law of similitude.
位错模式反映了位错复杂的自组织性质,对晶体材料的力学性能有很大的影响。虽然相似定律已被广泛接受来量化饱和分解剪切应力与图案波长之间的关系,但将位错图案的主要输入(如饱和分解剪切应力、晶体取向和施加应变幅值)和主要输出(如波型和波长)联系起来仍然是一个很大的挑战。在本工作中,我们基于FCC金属室温完全反向疲劳的实验数据,开发了两种黑盒机器学习方法来预测波型和波长,以及两种白盒机器学习方法来发现连接主要输入和位错模式波长的显式公式。单晶Cu的数据用于训练和验证,双晶Cu和多晶Ni的数据用于测试。结果表明,黑箱机器学习方法可以很好地预测由5种本构模式(即壁、脉、梯、迷宫和细胞结构)及其波长组成的20多种模式。在白盒机器学习方法的专家知识和物理约束的指导下,从实验数据中惊人地发现了传统的相似定律,以及一个额外包含晶体取向的改进版本。这种改进的提法代表了在建立更全面的相似法方面的重大进步。
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引用次数: 0
Low-energy forest dislocation in dual-heterostructured CNT/2024Al composites and its effect on mechanical properties 双异质结构CNT/2024Al复合材料的低能森林位错及其对力学性能的影响
IF 12.8 1区 材料科学 Q1 ENGINEERING, MECHANICAL Pub Date : 2025-10-27 DOI: 10.1016/j.ijplas.2025.104534
Jun Yan , Cunsheng Zhang , Zhenyu Liu , Zhen Zhang , Liang Chen , Guoqun Zhao
Designing aluminum alloys and composites with synergistic combinations of strength and ductility is urgently demanded but challenging. In this work, a novel approach is proposed: dual-heterostructured CNT/2024Al composites with low-energy forest dislocations were fabricated via accumulative extrusion bonding and heat treatment. The composites comprise two levels of heterogeneous architecture: first level heterogeneous CNTs distribution and second level heterogeneous zones with different grain sizes. The heterogenous distributed CNTs not only enhance the strength of hard zone, but also induce CTE gradients within the composites, which play a significant role in the formation of low-energy forest dislocations and helical dislocations. The two-beam diffraction and stereo-pair analyses results depict that the forest dislocations are edge dislocations, and the slip systems could be determined to (001)[110] and (113)[1¯10]. Forest dislocations belong to non-octahedral slip systems of face-centered cubic crystals, and act as barriers to mobile dislocations on octahedral slip systems. Therefore, the composite with dual-heterostructure and forest dislocations exhibits synergistic combinations of strength and ductility. Schmid factor and dislocation analysis indicate that junction nodes with one degree of freedom are formed by the reaction of forest and mobile dislocations, which play a pinning role on mobile dislocations. Moreover, the high-resolution digital image correlation results indicate that heterogenous deformation occurs at the interface region during tensile deformation, which plays a significant role in the formation of GNDs. This work provides a new approach to fabricating dual-heterostructured composites with superior mechanical properties.
设计具有强度和延展性协同组合的铝合金和复合材料是迫切需要的,但也是具有挑战性的。在这项工作中,提出了一种新的方法:通过累积挤压键合和热处理制备具有低能森林位错的双异质结构CNT/2024Al复合材料。复合材料包括两个层次的非均质结构:第一级非均质CNTs分布和第二级不同晶粒尺寸的非均质区。非均相分布的CNTs不仅增强了硬质区的强度,而且在复合材料内部引起CTE梯度,对低能森林位错和螺旋位错的形成起重要作用。双光束衍射和立体对分析结果表明,森林位错为边缘位错,滑移系统可确定为(001)[110]和(113)[1¯10]。森林位错属于面心立方晶体的非八面体滑移体系,是八面体滑移体系中移动位错的屏障。因此,具有双异质结构和森林位错的复合材料表现出强度和延性的协同组合。施密德因子和位错分析表明,森林位错和移动位错相互作用形成了一个自由度的结点,对移动位错起固定作用。此外,高分辨率数字图像相关结果表明,拉伸变形过程中界面区域发生非均质变形,这对gds的形成起着重要作用。本工作为制备具有优异力学性能的双异质结构复合材料提供了新的途径。
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引用次数: 0
Dynamic heterogeneity of irregular granular materials captured by in situ X-ray imaging 原位x射线成像捕获的不规则颗粒材料的动态非均质性
IF 12.8 1区 材料科学 Q1 ENGINEERING, MECHANICAL Pub Date : 2025-10-26 DOI: 10.1016/j.ijplas.2025.104532
Wei Zhang , Gang Ma , Jiangzhou Mei , Rui Wang , Daren Zhang , Wanda Cao , Wei Zhou
The spatiotemporal evolution of local plastic zones, where particles undergo irreversible and cooperative rearrangements, governs the shear band formation and macroscopic yielding of granular materials. Although prior studies have shown that these zones undergo a percolation-like transition from localized to system-spanning scales under external shear, the underlying mechanisms driving this evolution remain poorly understood. In this study, we conduct in situ X-ray computed tomography (CT) triaxial shear tests on Ottawa sand, enabling high-resolution reconstruction of particle-scale kinematics. We identify active clusters characterized by intense nonaffine motion and systematically track their spatiotemporal evolution throughout the entire shearing process. By integrating structural and dynamic attributes of these clusters, we introduce a metric termed adaptability to quantify their resilience and persistence under shear. We demonstrate that, analogous to natural selection in ecological systems, clusters with higher adaptability are more likely to survive, proliferate, and merge with neighboring clusters. This self-reinforcing process enhances the overall adaptability of the granular system and governs the development of shear localization in dense assemblies. Our work provides the first experimental characterization of dynamic heterogeneity in irregular granular materials and offers a novel perspective on the underlying mechanisms governing shear localization, with broad implications for the study of granular materials.
局部塑性区的时空演化决定了颗粒材料剪切带的形成和宏观屈服。尽管先前的研究表明,在外部剪切作用下,这些带经历了从局部到系统跨越尺度的类似渗透的转变,但推动这种演变的潜在机制仍然知之甚少。在这项研究中,我们对渥太华砂进行了原位x射线计算机断层扫描(CT)三轴剪切试验,实现了颗粒尺度运动学的高分辨率重建。我们确定了具有强烈非仿射运动特征的活动簇,并在整个剪切过程中系统地跟踪了它们的时空演变。通过整合这些簇的结构和动态属性,我们引入了一个称为适应性的度量来量化它们在剪切下的弹性和持久性。我们证明,与生态系统中的自然选择类似,具有较高适应性的集群更有可能生存、扩散并与邻近集群合并。这种自我强化过程增强了颗粒体系的整体适应性,并控制了致密组合体中剪切局部化的发展。我们的工作首次提供了不规则颗粒材料动态非均质性的实验表征,并为控制剪切局部化的潜在机制提供了新的视角,对颗粒材料的研究具有广泛的意义。
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引用次数: 0
Demand-driven predictive tailoring of anisotropic yield surfaces in origami metamaterials via machine learning 基于机器学习的折纸材料各向异性屈服面的需求驱动预测剪裁
IF 12.8 1区 材料科学 Q1 ENGINEERING, MECHANICAL Pub Date : 2025-10-24 DOI: 10.1016/j.ijplas.2025.104522
Sihao Han, Chunlei Li, Qiang Han, Xiaohu Yao
The yield surface defines the elastic-to-plastic transition in materials. However, accurately capturing the multiaxial yield surfaces of anisotropic metamaterials remains challenging with conventional criteria, and active tailoring of yield surfaces is also underdeveloped. Here, a novel machine learning framework (Q-TEncMLP) is proposed for predicting and on-demand tailoring anisotropic yield surfaces in origami metamaterials. First, a predictive deep learning model (TEncMLP) is trained on limited data to achieve end-to-end mapping from topologies to multiaxial yield surfaces. Through transfer learning with frozen parameters, the model generalizes to new yield surfaces using only 20% of additional data, enhancing efficiency across different stress states and geometric variations. Beyond prediction, attention-weight analysis provides mechanical interpretability by revealing the roles of key parameters in anisotropic yielding. Furthermore, TEncMLP is embedded into reinforcement learning as a digital twin environment, where mechanics-informed reward functions facilitate demand-driven tailoring of yield surfaces. This allows tailored yield surfaces for various objectives, including max/minimization, target matching, and lightweighting while preserving mechanical performance. Overall, this work not only clarifies the key mechanisms governing anisotropic yield in origami metamaterials, but also provides a general paradigm for intelligent constitutive modeling, shifting from experience-driven to demand-driven.
屈服面定义了材料的弹塑性转变。然而,利用传统标准准确捕获各向异性超材料的多轴屈服面仍然具有挑战性,并且屈服面的主动裁剪也不发达。本文提出了一种新的机器学习框架(Q-TEncMLP),用于预测和按需裁剪折纸超材料的各向异性屈服面。首先,在有限的数据上训练预测深度学习模型(TEncMLP),以实现从拓扑到多轴屈服面的端到端映射。通过固定参数的迁移学习,该模型仅使用20%的额外数据就可以推广到新的屈服面,从而提高了不同应力状态和几何变化的效率。除了预测之外,注意权重分析通过揭示关键参数在各向异性屈服中的作用提供了力学可解释性。此外,TEncMLP作为数字孪生环境嵌入到强化学习中,其中机制通知奖励函数促进了需求驱动的产量面定制。这允许针对各种目标定制屈服面,包括最大化/最小化、目标匹配和轻量化,同时保持机械性能。总的来说,这项工作不仅阐明了折纸超材料各向异性屈服的关键机制,而且为智能本构建模提供了一个通用范例,从经验驱动转向需求驱动。
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引用次数: 0
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International Journal of Plasticity
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