International Journal for Numerical Methods in Engineering最新文献

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Gradient-Based Weight Minimization of Nonlinear Truss Structures With Displacement, Stress, and Stability Constraints 具有位移、应力和稳定性约束的非线性桁架结构基于梯度的重量最小化
IF 2.7 3区 工程技术
International Journal for Numerical Methods in Engineering Pub Date : 2025-07-28 DOI: 10.1002/nme.70096
Ahmed Manguri, Domenico Magisano, Robert Jankowski
{"title":"Gradient-Based Weight Minimization of Nonlinear Truss Structures With Displacement, Stress, and Stability Constraints","authors":"Ahmed Manguri,&nbsp;Domenico Magisano,&nbsp;Robert Jankowski","doi":"10.1002/nme.70096","DOIUrl":"https://doi.org/10.1002/nme.70096","url":null,"abstract":"<p>This paper presents an effective and robust computational method of gradient-based methodology for weight minimization of geometrically nonlinear structures, considering 3D trusses as exemplary case study. The optimization framework can accommodate multiple different constraints: (i) bounds on the cross-sectional area of each design element, (ii) prescribed ranges for displacements and stresses, and (iii) nonlinear stability for geometries such as arches and domes. For large structures, this results in numerous optimization variables and constraints, including the highly nonlinear (ii) and (iii). Such constraints are evaluated consistently and simultaneously by combining path-following finite element analysis and null vector method. Typically, the gradient of the nonlinear structural response is approximated numerically, which is computationally intensive and can introduce inaccuracies deteriorating the optimization process. In contrast, this work derives a fully analytical gradient evaluation for nonlinear deformation, stress, and stability constraints. This is implemented directly within the finite element solver, enhancing robustness and computational efficiency of the optimization. Validation examples range from simple benchmarks to large structures.</p>","PeriodicalId":13699,"journal":{"name":"International Journal for Numerical Methods in Engineering","volume":"126 14","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/nme.70096","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144716693","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Product of Exponentials (POE) Splines on Lie-Groups: Limitations, Extensions, and Application to S O ( 3 ) $$ SO(3) $$ and S E ( 3 ) $$ SE(3) $$ 李群上的指数样条积:在S O (3) $$ SO(3) $$和S E(3)中的限制、推广和应用 $$ SE(3) $$
IF 2.7 3区 工程技术
International Journal for Numerical Methods in Engineering Pub Date : 2025-07-24 DOI: 10.1002/nme.70088
Andreas Müller
{"title":"Product of Exponentials (POE) Splines on Lie-Groups: Limitations, Extensions, and Application to \u0000 \u0000 \u0000 S\u0000 O\u0000 (\u0000 3\u0000 )\u0000 \u0000 $$ SO(3) $$\u0000 and \u0000 \u0000 \u0000 S\u0000 E\u0000 (\u0000 3\u0000 )\u0000 \u0000 $$ SE(3) $$","authors":"Andreas Müller","doi":"10.1002/nme.70088","DOIUrl":"https://doi.org/10.1002/nme.70088","url":null,"abstract":"&lt;p&gt;Existing methods for constructing splines and Bézier curves on a Lie group &lt;span&gt;&lt;/span&gt;&lt;math&gt;\u0000 &lt;semantics&gt;\u0000 &lt;mrow&gt;\u0000 &lt;mi&gt;G&lt;/mi&gt;\u0000 &lt;/mrow&gt;\u0000 &lt;annotation&gt;$$ G $$&lt;/annotation&gt;\u0000 &lt;/semantics&gt;&lt;/math&gt; involve repeated products of exponentials deduced from local geodesics, w.r.t. a Riemannian metric, or rely on general polynomials. Moreover, each of these local curves is supposed to start at the identity of &lt;span&gt;&lt;/span&gt;&lt;math&gt;\u0000 &lt;semantics&gt;\u0000 &lt;mrow&gt;\u0000 &lt;mi&gt;G&lt;/mi&gt;\u0000 &lt;/mrow&gt;\u0000 &lt;annotation&gt;$$ G $$&lt;/annotation&gt;\u0000 &lt;/semantics&gt;&lt;/math&gt;. Both assumptions may not reflect the actual curve to be interpolated. This paper pursues a different approach to construct splines on &lt;span&gt;&lt;/span&gt;&lt;math&gt;\u0000 &lt;semantics&gt;\u0000 &lt;mrow&gt;\u0000 &lt;mi&gt;G&lt;/mi&gt;\u0000 &lt;/mrow&gt;\u0000 &lt;annotation&gt;$$ G $$&lt;/annotation&gt;\u0000 &lt;/semantics&gt;&lt;/math&gt;. Local curves are expressed as solutions of the Poisson equation on &lt;span&gt;&lt;/span&gt;&lt;math&gt;\u0000 &lt;semantics&gt;\u0000 &lt;mrow&gt;\u0000 &lt;mi&gt;G&lt;/mi&gt;\u0000 &lt;/mrow&gt;\u0000 &lt;annotation&gt;$$ G $$&lt;/annotation&gt;\u0000 &lt;/semantics&gt;&lt;/math&gt;. Therewith, the local interpolations satisfies the boundary conditions while respecting the geometry of &lt;span&gt;&lt;/span&gt;&lt;math&gt;\u0000 &lt;semantics&gt;\u0000 &lt;mrow&gt;\u0000 &lt;mi&gt;G&lt;/mi&gt;\u0000 &lt;/mrow&gt;\u0000 &lt;annotation&gt;$$ G $$&lt;/annotation&gt;\u0000 &lt;/semantics&gt;&lt;/math&gt;. A &lt;span&gt;&lt;/span&gt;&lt;math&gt;\u0000 &lt;semantics&gt;\u0000 &lt;mrow&gt;\u0000 &lt;mi&gt;k&lt;/mi&gt;\u0000 &lt;mtext&gt;th&lt;/mtext&gt;\u0000 &lt;/mrow&gt;\u0000 &lt;annotation&gt;$$ kmathrm{th} $$&lt;/annotation&gt;\u0000 &lt;/semantics&gt;&lt;/math&gt;-order approximation of the solutions gives rise to a &lt;span&gt;&lt;/span&gt;&lt;math&gt;\u0000 &lt;semantics&gt;\u0000 &lt;mrow&gt;\u0000 &lt;mi&gt;k&lt;/mi&gt;\u0000 &lt;mtext&gt;th&lt;/mtext&gt;\u0000 &lt;/mrow&gt;\u0000 &lt;annotation&gt;$$ kmathrm{th} $$&lt;/annotation&gt;\u0000 &lt;/semantics&gt;&lt;/math&gt;-order product of exponential (POE) spline. Algorithms for constructing 3rd- and 4th-order splines are derived from closed form expressions for the approximate solutions. Additionally, spline algorithms are introduced that allow prescribing a vector field the curve must follow at the interpolation points. It is shown that the established algorithms, where &lt;span&gt;&lt;/span&gt;&lt;math&gt;\u0000 &lt;semantics&gt;\u0000 &lt;mrow&gt;\u0000 &lt;mi&gt;k&lt;/mi&gt;\u0000 &lt;mtext&gt;th&lt;/mtext&gt;\u0000 &lt;/mrow&gt;\u0000 &lt;annotation&gt;$$ kmathrm{th} $$&lt;/annotation&gt;\u0000 &lt;/semantics&gt;&lt;/math&gt;-order POE-splines are constructed by concatenating local curves starting at the identity, cannot exactly reconstruct a","PeriodicalId":13699,"journal":{"name":"International Journal for Numerical Methods in Engineering","volume":"126 14","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/nme.70088","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144705347","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Dynamic Implicit 3D Material Point-To-Rigid Body Contact Approach for Large Deformation Analysis 大变形分析的动态隐式三维材料点-刚体接触方法
IF 2.7 3区 工程技术
International Journal for Numerical Methods in Engineering Pub Date : 2025-07-24 DOI: 10.1002/nme.70080
Robert E. Bird, Giuliano Pretti, William M. Coombs, Charles E. Augarde, Yaseen U. Sharif, Michael J. Brown, Gareth Carter, Catriona Macdonald, Kirstin Johnson
{"title":"A Dynamic Implicit 3D Material Point-To-Rigid Body Contact Approach for Large Deformation Analysis","authors":"Robert E. Bird,&nbsp;Giuliano Pretti,&nbsp;William M. Coombs,&nbsp;Charles E. Augarde,&nbsp;Yaseen U. Sharif,&nbsp;Michael J. Brown,&nbsp;Gareth Carter,&nbsp;Catriona Macdonald,&nbsp;Kirstin Johnson","doi":"10.1002/nme.70080","DOIUrl":"https://doi.org/10.1002/nme.70080","url":null,"abstract":"<p>Accurate and robust modeling of large deformation three-dimensional contact interaction is an important area of engineering, but it is also challenging from a computational mechanics perspective. This is particularly the case when there is significant interpenetration and evolution of the contact surfaces, such as the case of a relatively rigid body interacting with a highly deformable body. This paper provides a new three-dimensional large deformation contact approach where the Material Point Method (MPM) is used to represent the deformable material. A new contact detection approach is introduced that checks the interaction of the vertices of the domains associated with each material point with the discretized rigid body. This provides a general and consistent approach without requiring the reconstruction of an additional boundary representation of the deformable body. A new energy-consistent material point domain updating approach is also introduced that maintains stable simulations under large deformations. The dynamic governing equations allow the trajectory of the rigid body to evolve based on the interaction with the deformable body, and the governing equations are solved within an efficient implicit framework. The performance of the new contact approach is demonstrated on a number of benchmark problems with analytical solutions. The method is also applied to the specific case of soil-structure interaction, using geotechnical centrifuge experimental data that confirms the veracity of the proposed approach.</p>","PeriodicalId":13699,"journal":{"name":"International Journal for Numerical Methods in Engineering","volume":"126 14","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/nme.70080","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144705409","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optimization of the Initial Post-Buckling Response of Trusses and Frames by an Asymptotic Approach 桁架和框架初始屈曲后响应的渐近优化
IF 2.7 3区 工程技术
International Journal for Numerical Methods in Engineering Pub Date : 2025-07-17 DOI: 10.1002/nme.70082
Federico Ferrari, Ole Sigmund
{"title":"Optimization of the Initial Post-Buckling Response of Trusses and Frames by an Asymptotic Approach","authors":"Federico Ferrari,&nbsp;Ole Sigmund","doi":"10.1002/nme.70082","DOIUrl":"https://doi.org/10.1002/nme.70082","url":null,"abstract":"<p>Asymptotic post-buckling theory is applied to sizing and topology optimization of trusses and frames, exploring its potential and current computational difficulties. We show that the designs' post-buckling response can be controlled by including the lowest two asymptotic coefficients, representing the initial post-buckling slope and curvature, in the optimization formulation. This also reduces the imperfection sensitivity of the optimized design. The asymptotic expansion can further be used to approximate the structural nonlinear response, and then to optimize for a given measure of the nonlinear mechanical performance, such as, e.g., end-compliance or complementary work. Examples of linear and nonlinear compliance minimization of trusses and frames show the effective use of the asymptotic method for including post-buckling constraints in structural optimization.</p>","PeriodicalId":13699,"journal":{"name":"International Journal for Numerical Methods in Engineering","volume":"126 14","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/nme.70082","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144647384","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Nonlinear Synthesis of Compliant Mechanisms With Selective Compliance 具有选择柔度的柔顺机构的非线性综合
IF 2.7 3区 工程技术
International Journal for Numerical Methods in Engineering Pub Date : 2025-07-17 DOI: 10.1002/nme.70084
Stephanie Seltmann, Alexander Hasse
{"title":"Nonlinear Synthesis of Compliant Mechanisms With Selective Compliance","authors":"Stephanie Seltmann,&nbsp;Alexander Hasse","doi":"10.1002/nme.70084","DOIUrl":"https://doi.org/10.1002/nme.70084","url":null,"abstract":"<p>The synthesis of compliant mechanisms (CMs) is frequently achieved through topology optimization. Many synthesis approaches simplify implementation by assuming small distortions, but this limits their practical application since CMs typically undergo large deformations that include geometric and material nonlinearities. CMs designed to generate a desired deformation path at the output points under specific loads are known as path-generating CMs. However, these CMs face significant challenges in topology optimization, resulting in the development of only a few optimization methods. Existing approaches often include only certain load cases in the optimization process. Consequently, if a CM designed this way encounters different load cases in practice, its path-generating behavior cannot be guaranteed. The authors have previously contributed to the development of an approach suitable for synthesizing load case-insensitive CMs. This paper extends that approach to account for nonlinearities, enabling the synthesis of path-generating CMs. The effectiveness of this extended approach is demonstrated through appropriate design examples. Additionally, the paper presents, for the first time, a shape-adaptive path-generating CM.</p>","PeriodicalId":13699,"journal":{"name":"International Journal for Numerical Methods in Engineering","volume":"126 14","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/nme.70084","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144647385","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Influences of Porosity Distribution and Size-Dependent on Bending, Buckling, and Free Vibration of Bi-Directional FG Porous Microbeams With Variable Thickness and MLSPs Using the MSGT and IGA 利用MSGT和IGA研究变厚度和MLSPs双向FG多孔微梁的弯曲、屈曲和自由振动对孔隙率分布和尺寸的影响
IF 2.7 3区 工程技术
International Journal for Numerical Methods in Engineering Pub Date : 2025-07-16 DOI: 10.1002/nme.70069
Saeed Mirzaei, Mehrdad Hejazi, Reza Ansari
{"title":"Influences of Porosity Distribution and Size-Dependent on Bending, Buckling, and Free Vibration of Bi-Directional FG Porous Microbeams With Variable Thickness and MLSPs Using the MSGT and IGA","authors":"Saeed Mirzaei,&nbsp;Mehrdad Hejazi,&nbsp;Reza Ansari","doi":"10.1002/nme.70069","DOIUrl":"https://doi.org/10.1002/nme.70069","url":null,"abstract":"<div>\u0000 \u0000 <p>In this study, the bending, buckling, and free vibration analysis of bi-directional functionally graded porous microbeams with variable thickness are investigated. By utilizing the modified strain gradient theory (MSGT) in conjunction with a sinusoidal shear deformation theory, governing equations are derived using Hamilton's principle within the framework of the non-uniform rational B-spline (NURBS)-based isogeometric analysis (IGA). In addition, the C<sup>2</sup>-continuity requirement can be easily achieved by increasing the order of the NURBS basis functions. The MLSPs and the material properties of microbeams vary along with both thickness and axial directions based on the rule of mixture scheme. To consider the effects of porosity, two even and uneven distributions are considered. After verifying the accuracy of the presented approach, the influence of the aspect ratio, gradient indices, different boundary conditions, porosity parameters, variable MLSPs, and thickness on the bending, buckling, and free vibration characteristics of microbeams are investigated.</p>\u0000 </div>","PeriodicalId":13699,"journal":{"name":"International Journal for Numerical Methods in Engineering","volume":"126 14","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144635582","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Transformed Tensor Decomposition Method for Topology Optimization 拓扑优化的变换张量分解方法
IF 2.7 3区 工程技术
International Journal for Numerical Methods in Engineering Pub Date : 2025-07-14 DOI: 10.1002/nme.70061
Jiayi Hu, Weisheng Zhang, Shaoqiang Tang
{"title":"Transformed Tensor Decomposition Method for Topology Optimization","authors":"Jiayi Hu,&nbsp;Weisheng Zhang,&nbsp;Shaoqiang Tang","doi":"10.1002/nme.70061","DOIUrl":"https://doi.org/10.1002/nme.70061","url":null,"abstract":"<div>\u0000 \u0000 <p>In this paper, we propose a transformed tensor decomposition method for topology optimization. A transform is performed on the density variable to manipulate its range. The transformed variable is then decomposed as the sum of a number of modes, each in a variable-separated form. In this way, the number of design variables in discrete form and the optimization time used in each iteration are considerably reduced. Numerical tests are performed to illustrate the nice features of the proposed method with evidence for solving the problems of checkerboard and mesh-dependency.</p>\u0000 </div>","PeriodicalId":13699,"journal":{"name":"International Journal for Numerical Methods in Engineering","volume":"126 14","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144615288","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Spline-Based Framework for Microscopic Contact Zone Modeling in Lubricated Orthogonal Cutting 润滑正交切削微观接触区建模的样条框架
IF 2.7 3区 工程技术
International Journal for Numerical Methods in Engineering Pub Date : 2025-07-14 DOI: 10.1002/nme.70087
Jaewook Lee, Jannis Saelzer, Jacques Zwar, Florian Zwicke, Felipe Gonzalez, Thomas Spenke, Norbert Hosters, Gero Polus, Andreas Zabel, Stefanie Elgeti
{"title":"Spline-Based Framework for Microscopic Contact Zone Modeling in Lubricated Orthogonal Cutting","authors":"Jaewook Lee,&nbsp;Jannis Saelzer,&nbsp;Jacques Zwar,&nbsp;Florian Zwicke,&nbsp;Felipe Gonzalez,&nbsp;Thomas Spenke,&nbsp;Norbert Hosters,&nbsp;Gero Polus,&nbsp;Andreas Zabel,&nbsp;Stefanie Elgeti","doi":"10.1002/nme.70087","DOIUrl":"https://doi.org/10.1002/nme.70087","url":null,"abstract":"<p>Accurately predicting the coefficient of friction between tool, chip, and workpiece during machining is essential for a reliable and cost-effective process. In this context, current numerical methods are often based on homogenized approaches with friction models that use constant friction coefficients; thus, failing to capture local effects. In addition, often neither the effect of lubricants nor the local tool and chip topographies is accounted for. Towards improving the state of the art in both respects, in this paper, we present a micro-scale friction model that can be coupled with a meso-scale chip formation model. The micro model determines a local friction coefficient based on local temperature, contact pressure, cutting speed, and lubricant wetting. It also incorporates the experimentally determined tool and chip topography. A key assumption of the model is that the main contribution to the friction coefficient is the interlocking of local roughness peaks. Our numerical implementation uses a combination of isogeometric analysis (IGA) for the chip and finite elements with spline-based boundaries for the fluid. This approach ensures a smooth, conformal interface between the cooling fluid and the chip, allowing for direct spatial coupling. Temporally, a Robin–Neumann coupling is used, which is critical for handling fully enclosed fluid pockets. The direct contact between the tool and the chip is modeled using a mortar knot-to-surface approach. To ensure computational affordability in this multi-query FE<sup>2</sup> scenario, a surrogate model for the micro-scale model is created using Gaussian process regression.</p>","PeriodicalId":13699,"journal":{"name":"International Journal for Numerical Methods in Engineering","volume":"126 14","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/nme.70087","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144615096","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Nonintrusive Local/Global Coupling With Local Deep Learning-Based Models for the Effective Simulation of Spotwelded Structures Under Impact 基于局部深度学习模型的非侵入性局部/全局耦合有效模拟点焊结构的冲击
IF 2.7 3区 工程技术
International Journal for Numerical Methods in Engineering Pub Date : 2025-07-11 DOI: 10.1002/nme.70086
Afsal Pulikkathodi, Ludovic Chamoin, Elisabeth Lacazedieu, Juan Pedro Berro Ramirez, Laurent Rota, Malek Zarroug
{"title":"Nonintrusive Local/Global Coupling With Local Deep Learning-Based Models for the Effective Simulation of Spotwelded Structures Under Impact","authors":"Afsal Pulikkathodi,&nbsp;Ludovic Chamoin,&nbsp;Elisabeth Lacazedieu,&nbsp;Juan Pedro Berro Ramirez,&nbsp;Laurent Rota,&nbsp;Malek Zarroug","doi":"10.1002/nme.70086","DOIUrl":"https://doi.org/10.1002/nme.70086","url":null,"abstract":"<p>The article tackles the challenge of effective modeling and simulation of large mechanical structures exhibiting numerous local complex behaviors, as encountered with spot welds in automotive crash numerical analysis. To address this challenge, we propose a nonintrusive local/global coupling strategy, where the local model is a neural network-based reduced model, specifically a physics-guided neural network (PGANN). This multiscale strategy enables accurate modeling of complex localized behaviors while maintaining computational efficiency, without modifying the global solver. The proposed approach is validated through a series of structural examples, including full 3D industrial structures with multiple spot welds.</p>","PeriodicalId":13699,"journal":{"name":"International Journal for Numerical Methods in Engineering","volume":"126 14","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/nme.70086","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144606744","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Mixed-Mode Phase-Field Material Point Method for Geomaterials 岩土材料的混合模相场材料点法
IF 2.7 3区 工程技术
International Journal for Numerical Methods in Engineering Pub Date : 2025-07-11 DOI: 10.1002/nme.70055
Guangdong Luo, Xiaoping Zhou, Guilin Wang
{"title":"A Mixed-Mode Phase-Field Material Point Method for Geomaterials","authors":"Guangdong Luo,&nbsp;Xiaoping Zhou,&nbsp;Guilin Wang","doi":"10.1002/nme.70055","DOIUrl":"https://doi.org/10.1002/nme.70055","url":null,"abstract":"<div>\u0000 \u0000 <p>Under complex environmental conditions, geomaterial can fail in numerous ways, such as tensile failure, shear failure, and mixed tensile-shear failure. The first two are extreme cases of the latter. To address this issue, a phase field material point method enhanced by modified B-K criteria is proposed to handle mixed tensile-shear failure. Unlike the finite element method (FEM), the governing equations of the coupled-field system are defined on material points and solved using bilinear interpolation functions on a regular background grid. The material points are allowed to move flexibly within the background grid, making it easier to accurately track the failure zone. A standard iterative staggered algorithm is utilized to solve the coupled-field system. The effectiveness and reliability of this approach are validated through a set of representative examples.</p>\u0000 </div>","PeriodicalId":13699,"journal":{"name":"International Journal for Numerical Methods in Engineering","volume":"126 14","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144606743","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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