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Exploring a Novel Adaptive Mesh Refinement Strategy for Transonic Flows 跨声速流的自适应网格细化策略研究
IF 2.9 3区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-12-19 DOI: 10.1002/nme.70226
Arjun J. Vedam, William A. Engblom

A novel Adaptive Mesh Refinement (AMR) strategy is developed and evaluated for transonic high-speed flows using Ansys Fluent. The algorithm for marking cells for adaptation is designed to systematically reduce local truncation errors based on the curvature of the primitive vector field. The algorithm for marking cells for adaptation is described in sufficient detail to be portable to other flow solvers that offer AMR. The relative importance of each primitive vector variable within the scheme is evaluated using both equal-weighting and optimized-weighting approaches. Variations of the proposed algorithm that use flow gradients or limit adaptation regionally are also investigated. The negative consequences of adaptation without enforcing the original smooth surface shape are demonstrated. An equal-weighted, primitive vector curvature-based strategy is shown to typically produce near-grid-independent results with an order of magnitude less grid required than classic grid refinement.

利用Ansys Fluent开发了一种新的跨声速高速流的自适应网格细化(AMR)策略。基于原始向量场的曲率,系统地减小了局部截断误差,设计了自适应标记细胞的算法。标记细胞适应的算法描述得足够详细,可以移植到提供AMR的其他流求解器中。使用等权重和优化加权方法来评估方案中每个原语向量变量的相对重要性。本文还研究了该算法在使用流量梯度或区域限制自适应方面的变化。证明了不强制执行原始光滑表面形状的适应的负面后果。一种等权重的、基于原始矢量曲率的策略通常会产生与网格无关的结果,其所需的网格比经典网格细化少一个数量级。
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引用次数: 0
A Direct Finite Element Limit Analysis for Assessing the Structural Safety of Masonry Under Anisotropic Behavior 各向异性作用下砌体结构安全性的直接有限元极限分析
IF 2.9 3区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-12-18 DOI: 10.1002/nme.70221
Renato Zona, Vincenzo Minutolo

The proposed study presents a finite element direct formulation of limit analysis, allowing the application of the classical method of limit design to complex structures in two and three-dimensional environments. The main result of the proposed method is to recognize the admissible stress in a structure as a function of a finite number of nodal parameters that allow defining the optimal program to implement the lower bound theorem in the Melàn form. Direct limit analysis, devoted to calculating the collapse load, does not depend on the detailed knowledge of the load time history that is generally unknown. Specific formulation for masonry structure is described, focusing on the two-step approach at the constituent scale, mortar and brick fabric, and at the structural scale. Namely, at first, limit analysis has been applied to Representative Volume Elements describing the masonry fabric and has been used to calculate the limit strength along the principal axes of the material anisotropy. A second step involves applying the procedure to a structure composed of the material obtained from the previous analysis. The proposed examples describe a typical masonry building where the anisotropic behavior of the material, both in the elastic and plastic ranges, has been considered, highlighting the feasibility of the method and the accuracy of the obtained results. Finally, a literature case, the Prestwood bridge, whose experimental collapse load is obtained from a full-scale test by Page, has been analyzed to compare the method with experiment and different numerical approaches, confirming its feasibility and robustness.

该研究提出了一种极限分析的有限元直接公式,允许将经典的极限设计方法应用于二维和三维环境中的复杂结构。提出的方法的主要结果是将结构中的允许应力识别为有限数量的节点参数的函数,允许定义以Melàn形式实现下界定理的最佳程序。直接极限分析,致力于计算倒塌荷载,不依赖于荷载时程的详细知识,这通常是未知的。介绍了砌体结构的具体配方,重点介绍了砌体结构在组成尺度、砂浆和砖结构尺度和结构尺度上的两步法。即,首先将极限分析应用于描述砌体结构的代表性体积单元,并用于计算沿材料各向异性主轴的极限强度。第二步涉及将该程序应用于由先前分析获得的材料组成的结构。所提出的实例描述了一个典型的砖石建筑,其中考虑了材料在弹性和塑性范围内的各向异性行为,突出了该方法的可行性和所获得结果的准确性。最后,以Prestwood大桥为例,通过Page的全尺寸试验获得了该桥梁的试验倒塌荷载,并将该方法与实验和不同的数值方法进行了比较,验证了该方法的可行性和鲁棒性。
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引用次数: 0
A Finite Element Particle Method for Extreme Deformation Problems 极值变形问题的有限元粒子法
IF 2.9 3区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-12-18 DOI: 10.1002/nme.70223
Jiasheng Li, Xiong Zhang

A novel finite element particle method (FEPM) is proposed in this paper for modeling extreme deformation problems. In a material domain, regions undergoing small deformation are discretized using elements of the finite element method (FEM), while zones subject to extreme deformation are represented with particles of the material point method (MPM). A background grid, covering the entire computational domain, is employed to solve the momentum equations. To circumvent mesh distortion, distorted elements under extreme deformation are adaptively converted into particles during the simulation. The seamless coupling between elements and particles is naturally achieved through the background grid's single-valued velocity field. Furthermore, a contact method is introduced to handle interactions between distinct material domains. Several numerical examples, including symmetric rod impact, soil collapse, soil collapse with a base, penetration of a plate by a long rod projectile, and penetration of a plate by an explosively formed projectile, are studied using the proposed FEPM. The numerical results exhibit good agreement with published literature data and experimental results, demonstrating the effectiveness of FEPM in simulating extreme deformation scenarios.

本文提出了一种新的模拟极端变形问题的有限元粒子法。在材料域中,小变形区域用有限元方法离散化,大变形区域用质点法表示。采用覆盖整个计算域的背景网格来求解动量方程。为了避免网格变形,在模拟过程中将极端变形的变形单元自适应地转换为粒子。通过背景网格的单值速度场,自然实现了元素与粒子之间的无缝耦合。此外,还引入了接触法来处理不同材料域之间的相互作用。利用该方法研究了对称杆冲击、土塌、带底土塌、长杆弹侵彻板、爆炸成形弹侵彻板等数值算例。数值结果与已发表的文献数据和实验结果吻合较好,证明了有限元模型在模拟极端变形场景中的有效性。
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引用次数: 0
High-Efficiency Semi-Analytical Method for Initial Value Problem Under Dense Initial Conditions 密集初始条件下初值问题的高效半解析方法
IF 2.9 3区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-12-18 DOI: 10.1002/nme.70222
Changtao Wang, Honghua Dai, Jianlin Chen, Wenchuan Yang

The initial value problem under dense initial conditions (D-IVP) is a critical challenge in aerospace engineering, such as debris tracking and orbital uncertainty propagation. Finite-difference-based methods are the most commonly used methods for solving this type of problem; however, they suffer from low computational efficiency when dealing with large-scale D-IVPs due to their reliance on small integration step sizes to maintain accuracy. To address this issue, this paper proposes an efficient semi-analytical method that combines polynomial approximation with parallel large-step computation. Using Taylor expansion in the spatial domain, the proposed method expresses the solutions of the D-IVP as a polynomial with temporally varying coefficients, whose computational cost is independent of the problem's scale. In particular, these coefficients are efficiently derived through parallel integral iteration in large steps, bypassing the limitations of finite-difference methods. The method's performance is validated through three classical dynamic problems, and the computational results demonstrate that its efficiency advantage over conventional methods increases with the scale of the D-IVP.

密集初始条件下的初值问题(D-IVP)是航天工程中碎片跟踪和轨道不确定性传播等重要问题。基于有限差分的方法是解决这类问题最常用的方法;然而,在处理大规模d - ivp时,由于依赖较小的积分步长来保持精度,它们的计算效率较低。为了解决这一问题,本文提出了一种将多项式近似与并行大步计算相结合的高效半解析方法。该方法利用空间域上的泰勒展开式,将D-IVP的解表示为具有时变系数的多项式,其计算代价与问题的尺度无关。特别的是,这些系数是通过并行积分迭代在大步骤中有效地推导出来的,绕过了有限差分方法的局限性。通过三个经典的动力学问题验证了该方法的性能,计算结果表明,随着D-IVP规模的扩大,该方法的效率优于传统方法。
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引用次数: 0
Advanced Fracture Modelling in Composite Materials: A Phase-Field Approach Incorporating Elasto-Plasticity and Nonlocal Effects 复合材料的高级断裂建模:一种结合弹塑性和非局部效应的相场方法
IF 2.9 3区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-12-17 DOI: 10.1002/nme.70216
Altaf Ahmad Lone, Mayank Agrawal, R. T. Durai Prabhakaran

This study presents a numerical investigation into the fracture behaviour of composite materials—an essential consideration for the reliable and sustainable design of lightweight structural components. To accurately capture their complex failure mechanisms, a phase-field approach integrated with an elasto-plastic material model was employed. The numerical framework utilised user-defined subroutines (UMAT and UEL) within ABAQUS, complemented by additional simulations performed on the open-source FEniCS platform. Deep Neural Network (DNN) is used to solve the phase field equations, and the results are compared to the standard FEA framework. Characteristic composite fracture features like crack deflection, kinking and nonlinearity are well presented. Given the inherent anisotropy and heterogeneity of composite materials, modelling their fracture behaviour remains challenging. Benchmark simulations, including force–displacement responses, were validated against published literature and demonstrated strong agreement. The diffuse nature of crack propagation—characteristic of the length-scale-dependent, nonlocal continuum mechanics underpinning the phase-field method—was effectively captured and illustrated through plots showing phase-field evolution relative to the distance from the crack centre.

本研究对复合材料的断裂行为进行了数值研究,这是轻量化结构部件可靠和可持续设计的重要考虑因素。为了准确地捕捉其复杂的破坏机制,采用相场法结合弹塑性材料模型。数值框架利用ABAQUS中的用户定义子程序(UMAT和UEL),辅以在开源FEniCS平台上进行的额外模拟。利用深度神经网络(DNN)求解相场方程,并将结果与标准有限元框架进行了比较。较好地呈现了裂纹挠曲、扭结、非线性等复合断裂特征。考虑到复合材料固有的各向异性和非均质性,对其断裂行为进行建模仍然具有挑战性。基准模拟,包括力位移响应,与已发表的文献进行了验证,并证明了强烈的一致性。裂缝扩展的弥漫性——依赖于长度尺度的非局部连续力学的特征,支撑着相场方法——被有效地捕获,并通过相对于距离裂缝中心的相场演化图来说明。
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引用次数: 0
Physics-Informed Graph Neural Networks to Reconstruct Local Fields Considering Finite Strain Hyperelasticity 考虑有限应变超弹性的局部场重建的物理信息图神经网络
IF 2.9 3区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-12-17 DOI: 10.1002/nme.70193
Manuel Ricardo Guevara Garban, Yves Chemisky, Michaël Clément, Étienne Pruliére

We propose a physics-informed machine learning framework called P-DivGNN to reconstruct local stress fields at the micro-scale, in the context of multi-scale simulation, given a periodic micro-structure mesh and mean, macro-scale, stress values. This method is based on representing a periodic micro-structure as a graph, combined with a message passing graph neural network. We are able to retrieve local stress field distributions, providing average stress values produced by a mean field reduced order model (ROM) or Finite Element (FE) simulation at the macro-scale. The prediction of local stress fields is of utmost importance, considering fracture analysis or the definition of local fatigue criteria. Our model incorporates physical constraints during training to constrain the local stress field equilibrium state and employs a periodic graph representation to enforce periodic boundary conditions. The benefits of the proposed physics-informed GNN are evaluated considering linear and non-linear hyperelastic responses applied to varying geometries. In the non-linear hyperelastic case, the proposed method achieves significant computational speed-ups compared to FE simulation, making it particularly attractive for large-scale applications.

我们提出了一种基于物理的机器学习框架,称为P-DivGNN,用于在多尺度模拟背景下,在给定周期性微观结构网格和平均宏观尺度应力值的情况下,在微观尺度上重建局部应力场。该方法基于将周期性微观结构表示为图,并结合消息传递图神经网络。我们能够检索局部应力场分布,在宏观尺度上提供平均场降阶模型(ROM)或有限元(FE)模拟产生的平均应力场值。考虑到断裂分析或局部疲劳准则的定义,局部应力场的预测是至关重要的。我们的模型在训练过程中引入了物理约束来约束局部应力场平衡状态,并采用周期图表示来强制执行周期边界条件。考虑到应用于不同几何形状的线性和非线性超弹性响应,评估了所提出的物理知情GNN的好处。在非线性超弹性情况下,与有限元模拟相比,所提出的方法实现了显著的计算加速,使其特别适合大规模应用。
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引用次数: 0
Peridynamics-Based Topology Optimization for Fracture Resistance Structures Under Quasi-Static Loading 准静态载荷下抗断裂结构的周动力学拓扑优化
IF 2.9 3区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-12-17 DOI: 10.1002/nme.70225
Weisheng Zhang, Jialun Li, Yuan Liu, Jianli Ma, Jian Zhang

This paper presents a topology optimization method based on peridynamics, considering the entire fracture process under quasi-static loadings. By simulating the complete crack propagation behavior under quasi-static loadings and employing the unique “bond” concept from peridynamics, the fracture performance is effectively quantified through a damage factor. The improvement of fracture resistance is achieved by directly controlling the elongation rate of the bonds. However, under quasi-static loading conditions, repeated sensitivity analysis is required which demands prohibitively high computational cost. To deal with the problem, a preset actual crack is introduced in each of the optimization iteration steps during the entire loading process. Consequently, the repeated sensitivity calculation of functionals whose values are dependent on displacement history become unnecessary. This approximation technique maintains computational efficiency while ensuring analytical accuracy. Numerical examples verify the effectiveness of the proposed method, and the results obtained demonstrate better fracture resistance performance than that from static analysis.

考虑准静态载荷作用下的整个断裂过程,提出了一种基于周动力学的拓扑优化方法。通过模拟准静态载荷下的完整裂纹扩展行为,并采用周动力学中独特的“粘结”概念,通过损伤因子有效地量化断裂性能。抗断裂性能的提高是通过直接控制键的延伸率来实现的。然而,在准静态载荷条件下,需要进行多次灵敏度分析,计算成本过高。为了解决这一问题,在整个加载过程的每个优化迭代步骤中都引入了预设的实际裂缝。因此,没有必要对依赖于位移历史的泛函进行重复的灵敏度计算。这种近似技术在保证分析精度的同时保持了计算效率。数值算例验证了该方法的有效性,所得结果比静力分析结果具有更好的抗断裂性能。
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引用次数: 0
An Optimized Block Hybrid Spectral Simple Iteration Methods for Solving Nonlinear Evolution Equations 求解非线性演化方程的优化块混合谱简单迭代法
IF 2.9 3区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-12-14 DOI: 10.1002/nme.70215
Salma Ahmedai, Precious Sibanda, Sandile Motsa, Sicelo Goqo, Osman A. I. Noreldin

This study presents a new optimized block hybrid method and spectral simple iteration method (OBHM-SSIM) for solving nonlinear evolution equations. In this method, we employed a combination of the spectral collocation method in space and the optimized block hybrid method in time, along with a simple iteration scheme to linearize the equations. The performance of OBHM-SSIM is compared with other established numerical methods for various nonlinear evolution equations, including the Stokes' second problem equation, Burgers–Fisher equation, Burgers–Huxley equation, the FitzHugh–Nagumo equation with time-dependent coefficients, and coupled Burgers' equations. Furthermore, the proposed OBHM-SSIM is implemented to solve (2+1)$$ left(2+1right) $$-dimensional problems, specifically the nonlinear Burgers' equation and the cubic Klein–Gordon equation, demonstrating its capability to solve nonlinear systems efficiently. The extension to two-dimensional cases further validates the flexibility and accuracy of the OBHM-SSIM method, achieved with a notably reduced computational cost. Unlike conventional spectral methods, the proposed OBHM-SSIM achieves high-order accuracy with fewer grid points by optimizing intra-step points and maintaining A-stability for large time domains. We demonstrate that the OBHM-SSIM method gives highly accurate solutions with fewer grid points. This results in enhanced computational efficiency and reduced complexity, particularly for large time domains of nonlinear evolution equations. The findings of this study offer a new approach for the application of the spectral block hybrid method, ultimately improving the accuracy and efficiency of computational solutions for nonlinear evolution equations.

提出了一种求解非线性演化方程的优化块混合法和谱简单迭代法(OBHM-SSIM)。在该方法中,我们将空间上的谱配点法与时间上的优化块混合方法相结合,并采用简单的迭代方案对方程进行线性化。对比了OBHM-SSIM与其他已建立的求解各种非线性演化方程的数值方法的性能,包括Stokes第二问题方程、Burgers - fisher方程、Burgers - huxley方程、带时变系数的FitzHugh-Nagumo方程和耦合Burgers方程。此外,所提出的OBHM-SSIM用于求解(2 + 1)$$ left(2+1right) $$维问题,特别是非线性Burgers方程和三次Klein-Gordon方程,证明了其有效求解非线性系统的能力。扩展到二维情况进一步验证了OBHM-SSIM方法的灵活性和准确性,并显著降低了计算成本。与传统的频谱方法不同,OBHM-SSIM通过优化步内点和在大时域内保持a稳定性,以较少的网格点实现了高阶精度。我们证明了OBHM-SSIM方法用较少的网格点给出了高精度的解。这提高了计算效率,降低了复杂度,特别是对于大时域的非线性演化方程。本研究结果为谱块混合方法的应用提供了新的途径,最终提高了非线性演化方程计算解的精度和效率。
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引用次数: 0
An Adaptive Coevolution Method for Efficient Robust Optimization Under Interval Uncertainty 区间不确定性下有效鲁棒优化的自适应协同进化方法
IF 2.9 3区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-12-12 DOI: 10.1002/nme.70214
Anai Ding, Hongshuang Li, Yuanzhuo Ma, Wei Li

Interval-based multi-objective robust optimization aims to achieve high-performance solutions insensitive to uncertainty, has garnered significant attention. However, efficiently analyzing the maximum fluctuations of solutions in both objective and constraint functions to assess their robustness remains challenging. To address this issue, this article proposes an adaptive coevolution method, which can evaluate the maximum fluctuations of multiple candidate solutions with respect to a function in a single run. This method is integrated with the multi-objective evolutionary algorithm (MOEA) to develop a framework termed adaptive coevolution-based multi-objective robust optimization (AC-MORO) for solving multi-objective robust optimization problems. To evaluate the performance of AC-MORO, it is compared with MODE-RO on a set of benchmark problems; meanwhile, a performance metric is proposed to test the accuracy of the adaptive coevolution method in analyzing the robustness of solutions. The impact of various parameter settings on the efficiency of the proposed method is also investigated. Subsequently, a variant of the adaptive coevolution method is explored to further enhance the performance of AC-MORO. Finally, AC-MORO is applied to address robust optimization problems in practical engineering.

基于区间的多目标鲁棒优化以获得对不确定性不敏感的高性能解为目标,受到了广泛关注。然而,有效地分析目标函数和约束函数解的最大波动以评估其鲁棒性仍然是一个挑战。为了解决这一问题,本文提出了一种自适应协同进化方法,该方法可以在单次运行中评估多个候选解相对于一个函数的最大波动。该方法与多目标进化算法(MOEA)相结合,建立了基于自适应协同进化的多目标鲁棒优化(AC-MORO)框架,用于求解多目标鲁棒优化问题。为了评价AC-MORO算法的性能,在一组基准问题上与MODE-RO算法进行了比较;同时,提出了一种性能指标来检验自适应协同进化方法在分析解的鲁棒性方面的准确性。研究了各种参数设置对所提方法效率的影响。随后,探索了一种自适应协同进化方法的变体,以进一步提高AC-MORO的性能。最后,将AC-MORO应用于解决实际工程中的鲁棒优化问题。
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引用次数: 0
Validating High-Performance Multi-GPU MPM for Debris-Fluid-Structure Interaction 碎片-流固耦合的高性能多gpu MPM验证
IF 2.9 3区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-12-11 DOI: 10.1002/nme.70210
Justin Bonus, Pedro Arduino, Nicolette Lewis, Michael Motley, Marc Eberhard

The study of debris-fluid-structure interaction (DFSI) poses challenges for engineers and animators alike due to its complex nature involving multiple materials, multiple phases, constitutive nonlinearity, and large deformations across varying scales. Current numerical methods frequently overlook critical aspects of DFSI, can be overly complicated to implement, and require excessive computational resources for practical applications. To alleviate this problem, this paper introduces a flexible and explicit Material Point Method (MPM) that achieves a 100-fold improvement over traditional MPM formulations in terms of CPU-based computation. The key improvement results from the implementation of computer graphics techniques (MLS-MPM, APIC, ASFLIP, Simple F-Bar) and hardware (Multiple Graphics Processing Units). However, while computer graphics prioritizes qualitative realism, engineering needs quantitative accuracy. Therefore, this paper concentrates on a series of DFSI validation benchmarks using an enhanced graphics tool for engineering applications. Carefully chosen examples highlight critical aspects of DFSI. To show stability and favorability for next-generation scales, we simulate 100,000 to 1,000,000,000 particles within hours for all benchmarks. Accuracy relative to experiments, analytical equations, and alternative numerical models is demonstrated.

由于碎片-流体-结构相互作用(DFSI)的复杂性涉及多种材料、多相、本构非线性和不同尺度的大变形,因此对工程师和动画师提出了挑战。目前的数值方法经常忽略DFSI的关键方面,可能过于复杂的实现,并需要过多的计算资源的实际应用。为了缓解这一问题,本文引入了一种灵活而明确的物质点法(MPM),该方法在基于cpu的计算方面比传统的物质点法提高了100倍。关键的改进来自于计算机图形技术(MLS-MPM, APIC, ASFLIP, Simple F-Bar)和硬件(多图形处理单元)的实现。然而,当计算机图形学优先考虑定性的真实感时,工程需要定量的准确性。因此,本文集中讨论了一系列DFSI验证基准,使用增强的图形工具用于工程应用。精心挑选的例子突出了DFSI的关键方面。为了显示下一代尺度的稳定性和优势,我们在几个小时内模拟了100,000到1,000,000,000个粒子的所有基准。相对于实验、解析方程和替代数值模型的准确性被证明。
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引用次数: 0
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