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Understanding initiation mechanisms and morphological evolution of aluminum alloy necking via deep learning 基于深度学习的铝合金颈缩形成机制及形态演化研究
IF 2.5 3区 工程技术 Q2 MECHANICS Pub Date : 2026-01-15 DOI: 10.1007/s00419-026-03025-4
Qiyuan Zheng, Shan Xu, Jia Liu, Shengwang Hao

Necking plays a central role in the challenge of accurately describing the mechanical behavior, particularly hardening, of ductile materials at large strains. However, the evolution of the necked zone remains poorly understood. This study elucidates the nucleation, onset, and shape evolution of the necked zone in a 6061 aluminum alloy sheet under uniaxial stretching via a deep learning approach. A DeepLabv3 + image segmentation model is developed to accurately define the real-time shape of the necked zone. Fundamental parameters characterizing the necked zone are calculated through geometric analysis of segmented images. The evolution of these parameters is examined and compared to delineate the changing properties of the necked zone and its relationship with evolving stress. The study reveals that strain concentration zones emerging along the specimen boundary prior to yielding are prone to evolve into the final necking and fracture sites. This finding suggests the potential for early prediction of necking location. After a long phase of necking nucleation, the bifurcation point of stress appears earlier than the peak load point predicted by the famous Considère’s criterion. These results introduce a novel approach for identifying necking events and present new insights into the necking phenomenon and its description. Additionally, these findings propose a new way to identify the representative constitutive relationship of ductile materials at large strains.

颈缩在准确描述大应变下韧性材料的力学行为,特别是硬化的挑战中起着核心作用。然而,颈带的演变仍然知之甚少。本研究通过深度学习的方法阐明了6061铝合金板材在单轴拉伸下颈区形核、开始和形状演变。开发了DeepLabv3 +图像分割模型,以准确定义颈部区域的实时形状。通过对分割图像的几何分析,计算出表征颈区特征的基本参数。对这些参数的演化进行了研究和比较,以描述颈区特性的变化及其与应力演化的关系。研究表明,屈服前沿试样边界出现的应变集中区很容易演变为最终的缩颈和断裂点。这一发现提示了颈部位置早期预测的潜力。在长时间的颈缩成核后,应力分岔点出现的时间早于著名的considrere准则所预测的峰值荷载点。这些结果介绍了一种识别颈缩事件的新方法,并对颈缩现象及其描述提出了新的见解。此外,这些发现提出了一种新的方法来确定大应变下韧性材料的代表性本构关系。
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引用次数: 0
Stationary points and corresponding crystallographic directions for Poisson’s ratio of six-constant tetragonal crystals 六常四方晶体泊松比的驻点及相应的晶体学方向
IF 2.5 3区 工程技术 Q2 MECHANICS Pub Date : 2026-01-13 DOI: 10.1007/s00419-025-03013-0
Mikhail Volkov

In the present work, stationary points of the Poisson’s ratio for six-constant tetragonal crystals are investigated. For simple cases, analytical expressions for the points and stationary values are provided. The work expands on earlier study: analyzes general case when no strict restrictions applied on loading direction and evaluates crystallographic directions corresponding to stationary points. Using data on elasticity constants, stationary points and values for 94 crystals are determined. Behavior of auxetic crystals investigated for specific crystallographic planes and directions.

本文研究了六常四方晶体泊松比的平稳点。对于简单的情况,给出了点和平稳值的解析表达式。本文在前人研究的基础上进行了扩展,分析了在加载方向没有严格限制的情况下的一般情况,并对稳态点对应的晶体学方向进行了评价。利用弹性常数数据,确定了94个晶体的驻点和数值。在特定的晶体平面和方向上研究了缺失晶体的行为。
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引用次数: 0
Influence of different fractional calculus forms on the accuracy of elastic–plastic constitutive model for silt 不同分数阶微积分形式对粉土弹塑性本构模型精度的影响
IF 2.5 3区 工程技术 Q2 MECHANICS Pub Date : 2026-01-13 DOI: 10.1007/s00419-025-03008-x
Fengming Zhou, Yuke Wang, Xinqi Zhao, Nengbo Cai, Quanling Li, Yu Li

In this study, the fundamental mechanical properties of silt in Yellow River flooded area were analyzed, and the effects of various influencing factors on its mechanical behavior were considered. A fractional-order elasto-plastic constitutive model was established to reflect the state-dependent behavior and non-associated flow of the soil. Shear-dilation relationships based on the Riemann–Liouville (R–L) and Caputo fractional derivatives were derived. The gradient non-orthogonality of fractional differentials was utilized to describe the non-orthogonal relationship between the plastic flow direction and the yield surface, thereby avoiding the limitations of traditional elasto-plastic models that require separate definitions for loading and plastic potential surfaces. The proposed model contains ten parameters, each with a clear physical meaning and ease of determination. A parameter calibration method was introduced, and a sensitivity analysis was carried out to evaluate the influence of individual parameters on the model’s predictive accuracy. Finally, the predictive performances of the R–L and Caputo derivative forms were compared and analyzed. The results have demonstrated that the fractional-order elasto-plastic model is capable of accurately reproducing the key mechanical characteristics of silt in Yellow River flooded area, including compressibility, shear dilation, and state dependence. The R–L model and Caputo model have similar accuracy in simulating the strain-hardening law, but the R–L fractional constitutive model will underestimate the dilatancy of silt in Yellow River flooded area when predicting the development of volumetric strain.

本文分析了黄河淹没区粉土的基本力学特性,并考虑了各种影响因素对其力学行为的影响。建立了分数阶弹塑性本构模型,以反映土体的状态依赖行为和非关联流动。推导了基于Riemann-Liouville (R-L)和Caputo分数阶导数的剪切-膨胀关系。利用分数阶微分的梯度非正交性来描述塑性流动方向与屈服面之间的非正交关系,从而避免了传统弹塑性模型需要分别定义加载面和塑性势面的局限性。所提出的模型包含十个参数,每个参数都有明确的物理含义和易于确定。引入了一种参数标定方法,并进行了灵敏度分析,评价了各参数对模型预测精度的影响。最后,对R-L和Caputo导数形式的预测性能进行了比较分析。结果表明,分数阶弹塑性模型能够较准确地再现黄河洪涝区粉土的压缩性、剪胀性和状态依赖性等关键力学特性。R-L模型与Caputo模型在模拟应变硬化规律方面具有相近的精度,但R-L分数本构模型在预测体积应变发展时低估了黄河洪泛区粉土的剪胀性。
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引用次数: 0
Vibration and buckling analysis of ribbed orthotropic cantilever Mindlin plates using finite integral transform method 用有限积分变换法分析带肋正交各向异性悬臂Mindlin板的振动和屈曲
IF 2.5 3区 工程技术 Q2 MECHANICS Pub Date : 2026-01-12 DOI: 10.1007/s00419-025-03014-z
Hui Guo, Kai Zhang

Orthotropic materials feature high specific strength and specific stiffness, and are therefore widely used in ribbed cantilever structures in aerospace engineering and other fields. Since shear deformation has a greater effect on orthotropic plates, the analytical solutions for solving vibration and buckling of ribbed orthotropic cantilever plates are presented in this paper based on the theories of Mindlin thick plate and Timoshenko thick beam using finite integral transform method. The analytical solutions for vibrations and buckling of ribbed orthotropic cantilever plates are verified by finite element analysis method. The buckling characteristics of (ribbed) orthotropic and isotropic cantilever plates under various in-plane loadings are analyzed. Additionally, the dynamic model is further verified by free and forced vibration experiments. The vibration behavior of orthotropic cantilever plates is analyzed, and the effect of rib on plate vibration is also investigated. The analytical model developed in this paper can provide theoretical guidance and judgment basis for vibration analysis and stability prediction in large-scale engineering projects involving ribbed orthotropic cantilever plates.

正交异性材料具有高比强度和比刚度的特点,广泛应用于航空航天等领域的加肋悬臂结构中。由于剪切变形对正交各向异性板的影响较大,本文基于Mindlin厚板和Timoshenko厚梁的理论,采用有限积分变换法给出了求解正交各向异性悬臂板振动和屈曲的解析解。用有限元方法验证了正交各向异性悬臂肋板振动和屈曲的解析解。分析了各向同性和各向同性悬臂板在不同面内载荷作用下的屈曲特性。并通过自由振动和强制振动实验对模型进行了进一步验证。分析了正交各向异性悬臂板的振动特性,并研究了肋对板振动的影响。本文所建立的分析模型可为大型肋型正交各向异性悬臂板工程的振动分析和稳定性预测提供理论指导和判断依据。
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引用次数: 0
Exploring mechanistic anomalies in additively manufactured structures 探索增材制造结构中的机械异常
IF 2.5 3区 工程技术 Q2 MECHANICS Pub Date : 2026-01-09 DOI: 10.1007/s00419-025-03019-8
George Youssef, Mario Álvarez-Blanco, Celia Rufo-Martín, Diego Infante-García, Miguel Marco

The increasing prevalence of additive manufacturing with material extrusion necessitates a rigorous understanding of the process-property-performance relationship in 3D-printed polymers, particularly the consistency of mechanical properties despite manufacturing anomalies. This study experimentally and analytically investigates the variability in stiffness and tensile strength of polylactic acid (PLA) samples fabricated as flat layers and isogrids. Experimental tensile testing revealed comparable stiffness and strength across most configurations, irrespective of manufacturing-induced anomalies. Analytical models that were statistically penalized to account for manufacturing variability, considering randomized cross-sectional areas, demonstrated excellent agreement with the experimentally determined stiffness variability. Furthermore, the tensile strength of the flat layer was accurately predicted using the Tresca criterion, while Cohesive Zone Modelling effectively captured the failure behavior of the isogrid. Despite its linear assumptions, this integrated experimental-statistical framework offers a viable approach for predicting the mechanical response and assessing the reliability of additively manufactured components.

随着材料挤压增材制造的日益普及,需要对3d打印聚合物的工艺-性能-性能关系进行严格的理解,特别是在制造异常的情况下,机械性能的一致性。本研究通过实验和分析的方法研究了聚乳酸(PLA)的刚度和抗拉强度的变化。实验拉伸测试显示,大多数配置的刚度和强度相当,而不考虑制造引起的异常。考虑到随机横截面积,在统计上对制造变异性进行惩罚的分析模型与实验确定的刚度变异性表现出极好的一致性。此外,使用Tresca准则准确预测了平面层的抗拉强度,而内聚区模型有效地捕捉了等网格的破坏行为。尽管它的线性假设,这个集成的实验统计框架提供了一个可行的方法来预测机械响应和评估增材制造部件的可靠性。
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引用次数: 0
A HSDT-type CS-MITC3 + flat shell element with drilling degrees of freedom for static and free vibration analyses of porous plates and shells 一种具有钻孔自由度的hsdt型CS-MITC3 +平壳单元,用于多孔板壳的静振动和自由振动分析
IF 2.5 3区 工程技术 Q2 MECHANICS Pub Date : 2026-01-08 DOI: 10.1007/s00419-025-03016-x
Binh Le-Phuong, Thanh Chau-Dinh

This study proposes a novel cell-based smoothed 3-node triangular flat shell element, including real drilling degrees of freedom for the analysis of porous plates and shells, based on higher-order shear deformation theory (HSDT). This theory eliminates the transverse shear strains at both the top and bottom surfaces of the structures without the need for shear correction factors. The true drilling degrees of freedom of the proposed flat shell element are achieved using Allman-type in-plane displacement approximations. To smooth the membrane and bending strains, enhance strain gradients, and explicitly compute stiffness matrices for both plates and shells, we combine a cell-based smoothed technique with cubic shape functions at a bubble node, which is located at the centroid of the element. The proposed HSDT-type CS-MITC3 + flat shell element is applicable for both thick and thin plates and shells, utilizing the MITC3 + shear removal technique to re-interpolate transverse shear strains. The proposed flat shell element demonstrates excellent precision and convergence in analyses of porous plate and shell structures with different geometries, thicknesses, porosity distributions, porosity coefficients, and boundary conditions.

本研究提出了一种基于高阶剪切变形理论(HSDT)的基于单元的光滑3节点三角形平壳单元,包括用于多孔板壳分析的真实钻孔自由度。该理论消除了结构顶、底表面的横向剪切应变,而不需要剪切修正系数。采用allman型面内位移近似实现了所提出的平壳单元的真正钻井自由度。为了平滑薄膜和弯曲应变,增强应变梯度,并明确计算板和壳的刚度矩阵,我们将基于单元的平滑技术与位于单元质心的气泡节点的三次形状函数相结合。本文提出的hsdt型CS-MITC3 +平壳单元适用于厚板和薄壳,利用MITC3 +剪切去除技术重新插值横向剪切应变。所提出的平壳单元在分析具有不同几何形状、厚度、孔隙度分布、孔隙度系数和边界条件的多孔板壳结构时,具有良好的精度和收敛性。
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引用次数: 0
A sensitivity-based one-at-a-time estimation of posterior marginal probability distributions in Bayesian model updating 贝叶斯模型更新中基于灵敏度的后验边际概率分布的一次估计
IF 2.5 3区 工程技术 Q2 MECHANICS Pub Date : 2026-01-08 DOI: 10.1007/s00419-025-03004-1
D. Alzeort, A. Batou, T. G. Ritto

The standard Bayesian updating method consists in calculating the joint posterior probability distribution of some parameters of a computational model using the Bayes rule and experimental data. When the model output has large dimension and its probability distribution is not assumed to belong to a prescribed family, the estimation of the likelihood function and the storage of the posterior joint probability density function for point estimation of the parameters or for subsequent stochastic analysis of the quantity of interests become very challenging, requiring the use of MCMC sampling methods with a large number of samples. In addition, when the number of parameters to be updated is large, the computational cost associated with the estimation of their posterior marginal distributions becomes significantly high. In this paper, a one-parameter-at-a-time Bayesian updating method is formulated. This novel approach consists in calculating the posterior marginal distribution of each parameter separately by constructing for each parameter a one-dimensional output that is sensitive to this parameter only, enabling the corresponding (1) likelihood function to be estimated easily and (2) the marginal posteriors to be build and stored directly and independently of the other parameters. This approach is illustrated through a numerical example consisting of the Bayesian updating of a three-storey structure with model-form uncertainties and for which the mass and stiffness parameters are calibrated.

标准的贝叶斯更新方法是利用贝叶斯规则和实验数据计算计算模型中某些参数的联合后验概率分布。当模型输出维数较大且不假设其概率分布属于规定族时,似然函数的估计和后验联合概率密度函数的存储对于参数的点估计或后续兴趣量的随机分析变得非常具有挑战性,需要使用大量样本的MCMC抽样方法。此外,当需要更新的参数数量较大时,估计其后验边际分布的计算成本会变得非常高。本文提出了一种单参数贝叶斯更新方法。这种新颖的方法包括通过为每个参数构建仅对该参数敏感的一维输出来单独计算每个参数的后验边际分布,从而使相应的(1)似然函数易于估计,(2)可以直接独立于其他参数建立和存储边际后验。该方法通过一个具有模型形式不确定性的三层结构的贝叶斯更新的数值例子进行了说明,并对质量和刚度参数进行了校准。
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引用次数: 0
A unified phenomenological constitutive model for strain rate effects across metallic, brittle, and polymeric materials 统一现象学本构模型应变率效应跨金属,脆性和聚合物材料
IF 2.5 3区 工程技术 Q2 MECHANICS Pub Date : 2026-01-07 DOI: 10.1007/s00419-025-03018-9
Feng Hao, Chen ZhenLin, Song Yang

Constitutive models for engineering materials exhibit significant differences under varying strain rate conditions, necessitating improved quantitative descriptions of strain rate effects. This study examines experimental data for three categories of engineering materials—metals, brittle materials, and plastics—across low, medium, and high strain rates. The results reveal that material strength or yield stress is insensitive to strain rate in both the low and high strain rate conditions (corresponding to the weakly sensitive and saturation zones, respectively), while showing high sensitivity at medium strain rates (strongly sensitive zone). The classical Johnson–Cook constitutive model fails to accurately capture this phenomenon due to limitations in its strain rate effect term formulation. Building upon the Johnson–Cook constitutive model, this study proposes a unified phenomenological constitutive model applicable across different engineering materials, effectively characterizing the weakly sensitive, strongly sensitive, and saturation zones of strain rate effects on material strength or yield stress. The fitted curves using this model align well with experimental data.

工程材料的本构模型在不同应变率条件下表现出显著差异,需要改进应变率效应的定量描述。本研究考察了三种工程材料——金属、脆性材料和塑料——在低、中、高应变率下的实验数据。结果表明,在低应变率和高应变率条件下(分别对应弱敏感区和饱和区),材料强度或屈服应力对应变率不敏感,而在中等应变率条件下(强敏感区),材料强度或屈服应力对应变率敏感。经典的Johnson-Cook本构模型由于其应变率效应项表述的局限性,无法准确捕捉到这一现象。在Johnson-Cook本构模型的基础上,本研究提出了一个适用于不同工程材料的统一现象学本构模型,有效表征应变率对材料强度或屈服应力影响的弱敏感区、强敏感区和饱和区。该模型拟合曲线与实验数据吻合较好。
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引用次数: 0
Numerical and computational analysis of surface waves in hexagonal piezoelectric quasicrystal layers with imperfect interfaces 具有不完全界面的六边形压电准晶体层表面波的数值与计算分析
IF 2.5 3区 工程技术 Q2 MECHANICS Pub Date : 2026-01-07 DOI: 10.1007/s00419-025-03020-1
Anjali Chaudhary, G. V. Radhakrishnan, Abdulkafi Mohammed Saeed, Amit Patil, Ohoud Aljawi, Sheela Hundekari, Abhinav Singhal

This study investigates the propagation of Rayleigh- and Love-type surface acoustic waves in one-dimensional layered half-space structures composed of hexagonal piezoelectric quasicrystals with imperfect interfacial bonding. A comprehensive mathematical framework is developed by combining wave mechanics, interfacial spring–membrane models, and dispersion relations to capture the effects of structural inhomogeneity and coupling parameters. The methodology integrates analytical modeling with numerical dispersion analysis, supported by comparative case studies between perfect and imperfect interfaces. Results reveal that interfacial imperfections significantly reduce phase velocity, alter cutoff frequencies, and enhance attenuation, thereby highlighting their critical influence on surface acoustic wave behavior. The findings provide valuable insight into optimizing sensor sensitivity, improving SAW filter performance, and designing advanced MEMS and ultrasonic devices. The novelty of this work lies in addressing both piezoelectric quasicrystal anisotropy and interfacial bonding simultaneously, which has been scarcely reported in the literature. Limitations include the absence of experimental validation and higher-dimensional modeling, which are recommended for future studies. Overall, this research offers a new theoretical basis for developing next-generation acoustic wave devices.

本文研究了Rayleigh型和love型表面声波在由不完全界面键合的六边形压电准晶体组成的一维层状半空间结构中的传播。结合波动力学、界面弹簧-膜模型和色散关系,建立了一个综合的数学框架,以捕捉结构不均匀性和耦合参数的影响。该方法将解析建模与数值色散分析相结合,并以完美界面与不完美界面的比较案例研究为支撑。结果表明,界面缺陷显著降低了相速度,改变了截止频率,增强了衰减,从而突出了它们对表面声波行为的关键影响。研究结果为优化传感器灵敏度、提高SAW滤波器性能以及设计先进的MEMS和超声波器件提供了有价值的见解。这项工作的新颖之处在于同时解决了压电准晶体的各向异性和界面键合,这在文献中很少报道。局限性包括缺乏实验验证和高维建模,这是未来研究的建议。本研究为下一代声波器件的研制提供了新的理论基础。
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引用次数: 0
Fracture mechanics analysis of arbitrary location periodic mode-III cracks emanating from a nano-hole in one-dimensional hexagonal quasicrystals 一维六边形准晶中纳米孔任意位置周期性iii型裂纹的断裂力学分析
IF 2.5 3区 工程技术 Q2 MECHANICS Pub Date : 2026-01-07 DOI: 10.1007/s00419-025-03002-3
Ming Tong, Junhua Xiao

In this paper, the fracture mechanics of one-dimensional hexagonal quasicrystals (1D-HQCs) with arbitrary location periodic mode-III cracks emanating from a nanoscale hole is investigated theoretically. According to the Gurtin–Murdoch surface elasticity theory, the surface effects of nano-defects (holes and cracks) are considered. A new deformation mapping function was obtained by using the conformal transformation technology. Combined with the analytical function boundary value problem theory, the generalized stress field of the problem is obtained, and the analytical expressions of the stress intensity factors of the phonon field and the phason field of the arbitrary location crack tip are derived. The effects of crack position angle, crack number, crack length/aperture ratio, phonon field–phason field coupling coefficient and applied loads on the dimensionless stress intensity factors are discussed. The crack position angle significantly affects the generalized stress intensity factors, both with and without surface effects. The stress intensity factors have obvious size effects under considering surface effect. The influence of other factors on the generalized stress intensity factors is different.

本文从理论上研究了一维六方准晶(1d - hqc)在纳米孔洞中产生的任意位置周期性iii型裂纹的断裂力学。根据Gurtin-Murdoch表面弹性理论,考虑了纳米缺陷(孔洞和裂纹)的表面效应。利用保角变换技术,得到了一种新的变形映射函数。结合解析函数边值问题理论,得到了该问题的广义应力场,推导了任意位置裂纹尖端声子场和相场应力强度因子的解析表达式。讨论了裂纹位角、裂纹数、裂纹长/孔径比、声子场-相子场耦合系数和外加载荷对无量纲应力强度因子的影响。无论有无表面效应,裂纹位置角对广义应力强度因子均有显著影响。在考虑表面效应的情况下,应力强度因子具有明显的尺寸效应。其他因素对广义应力强度因子的影响是不同的。
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引用次数: 0
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Archive of Applied Mechanics
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