首页 > 最新文献

Computers & Structures最新文献

英文 中文
Incorporation of a viscoelastic-elastoplastic material model for asphalt based on the multiscale microlayer model into an ALE formulation for pavement structures considering dynamic tire loadings 将基于多尺度微层模型的沥青粘弹弹塑性材料模型纳入考虑轮胎动载的路面结构ALE公式
IF 4.8 2区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2026-01-15 Epub Date: 2026-01-13 DOI: 10.1016/j.compstruc.2026.108101
Marcel May , Atul Anantheswar , Ventseslav Yordanov , Elaheh Derakhi , Felix Hartung , Ines Wollny , Lutz Eckstein , Michael Kaliske
During braking, acceleration, and steering maneuvers in road traffic, dynamic vertical and horizontal loads act on the pavement structure. The resulting macroscopic multiaxial stress states arise not only from these highly time- and space-dependent loads but also from the anisotropic mechanical responses imprinted by material microstructural geometry.
In this work, a novel, dynamic multiscale-ALE method is introduced for the first time. By extending two numerically efficient concepts – the dynamic ALE approach and the microlayer framework – and integrating them into a unified scheme, it enables the consistent characterization of the mechanical response within layered roadway systems. Numerical efficiency and physical representativeness are achieved through the use of finite viscoelastic–elastoplastic constitutive models for the microstructural constituents, embedded in the microlayer framework – a thermodynamically derived multiscale formulation that avoids the computational cost of a conventional FE2 scheme. This framework provides an analytically computable microscale representation composed of simple geometric bodies, of which microstructural properties are homogenized to the macroscale. The numerical efficiency is further enhanced by the dynamic ALE, in which the load application region remains fixed on the pavement surface, while the pavement structure flows underneath it. Consequently, only a small longitudinal portion of the road structure must be explicitly discretized for FEM. During this ALE-induced material flow, the microscale configuration is updated consistently with the material motion before homogenization, ensuring that the anisotropic mechanical response induced by the microstructural geometry is fully preserved.
To experimentally determine the loads generated by a tire during a steering maneuver, a single-wheel test rig is used, in which, the side slip angle is systematically varied. The measured data is then used to generate time- and space-resolved footprints, which serve as realistic boundary conditions for simulating tire pavement interaction. A numerical study investigates the response of a standard pavement construction to the load induced by a tire, which rolls 700 m along the pavement under dynamic conditions including acceleration, braking and cornering. The example demonstrates the applicability of the approach.
在道路交通中的制动、加速和转向机动过程中,动态垂直和水平载荷作用于路面结构。由此产生的宏观多轴应力状态不仅来自这些高度依赖时间和空间的载荷,而且来自材料微观结构几何形状所印记的各向异性力学响应。本文首次提出了一种新的动态多尺度ale方法。通过扩展两个数值上有效的概念——动态ALE方法和微层框架——并将它们集成到一个统一的方案中,它能够对分层巷道系统中的机械响应进行一致的表征。数值效率和物理代表性是通过使用微观结构成分的有限粘弹-弹塑性本构模型来实现的,嵌入在微层框架中,这是一种热力学衍生的多尺度公式,避免了传统FE2方案的计算成本。该框架提供了一种由简单几何体组成的可解析计算的微尺度表示,其微观结构性质均匀化到宏观尺度。动态荷载作用区域保持固定在路面上,而路面结构在其下方流动的动态荷载作用区域进一步提高了数值效率。因此,只有一小部分的道路结构的纵向必须明确离散有限元。在ale诱导的材料流动过程中,微尺度结构与均匀化前的材料运动保持一致,确保了由微观结构几何引起的各向异性力学响应得到充分保留。为了实验确定轮胎在转向机动过程中产生的载荷,采用单轮试验台,系统地改变了侧滑角。然后使用测量数据生成时间和空间分辨的足迹,作为模拟轮胎路面相互作用的现实边界条件。本文研究了轮胎在加速、制动和转弯等动态条件下沿路面滚动700米时,标准路面结构对荷载的响应。示例演示了该方法的适用性。
{"title":"Incorporation of a viscoelastic-elastoplastic material model for asphalt based on the multiscale microlayer model into an ALE formulation for pavement structures considering dynamic tire loadings","authors":"Marcel May ,&nbsp;Atul Anantheswar ,&nbsp;Ventseslav Yordanov ,&nbsp;Elaheh Derakhi ,&nbsp;Felix Hartung ,&nbsp;Ines Wollny ,&nbsp;Lutz Eckstein ,&nbsp;Michael Kaliske","doi":"10.1016/j.compstruc.2026.108101","DOIUrl":"10.1016/j.compstruc.2026.108101","url":null,"abstract":"<div><div>During braking, acceleration, and steering maneuvers in road traffic, dynamic vertical and horizontal loads act on the pavement structure. The resulting macroscopic multiaxial stress states arise not only from these highly time- and space-dependent loads but also from the anisotropic mechanical responses imprinted by material microstructural geometry.</div><div>In this work, a novel, dynamic multiscale-ALE method is introduced for the first time. By extending two numerically efficient concepts – the dynamic ALE approach and the microlayer framework – and integrating them into a unified scheme, it enables the consistent characterization of the mechanical response within layered roadway systems. Numerical efficiency and physical representativeness are achieved through the use of finite viscoelastic–elastoplastic constitutive models for the microstructural constituents, embedded in the microlayer framework – a thermodynamically derived multiscale formulation that avoids the computational cost of a conventional FE<sup>2</sup> scheme. This framework provides an analytically computable microscale representation composed of simple geometric bodies, of which microstructural properties are homogenized to the macroscale. The numerical efficiency is further enhanced by the dynamic ALE, in which the load application region remains fixed on the pavement surface, while the pavement structure flows underneath it. Consequently, only a small longitudinal portion of the road structure must be explicitly discretized for FEM. During this ALE-induced material flow, the microscale configuration is updated consistently with the material motion before homogenization, ensuring that the anisotropic mechanical response induced by the microstructural geometry is fully preserved.</div><div>To experimentally determine the loads generated by a tire during a steering maneuver, a single-wheel test rig is used, in which, the side slip angle is systematically varied. The measured data is then used to generate time- and space-resolved footprints, which serve as realistic boundary conditions for simulating tire pavement interaction. A numerical study investigates the response of a standard pavement construction to the load induced by a tire, which rolls 700 m along the pavement under dynamic conditions including acceleration, braking and cornering. The example demonstrates the applicability of the approach.</div></div>","PeriodicalId":50626,"journal":{"name":"Computers & Structures","volume":"321 ","pages":"Article 108101"},"PeriodicalIF":4.8,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145962593","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
A new meshfree method for accurate and efficient solutions to solid mechanics problems involving large deviatoric deformation, fracture, and fragmentation 一种新的无网格方法,用于精确和有效地解决涉及大偏差变形,断裂和破碎的固体力学问题
IF 4.8 2区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2026-01-15 Epub Date: 2026-01-05 DOI: 10.1016/j.compstruc.2025.108095
Zhiyuan Tong, Mauricio Ponga
We present a novel meshfree method for accurate and efficient solutions to solid mechanics problems involving large deviatoric deformation, fracture, and fragmentation. Central to the approach is a newly developed meshfree shape function that satisfies the Kronecker delta property, exhibits first-order consistency, is non-negative, and achieves C1 smoothness. The formulation employs nodal integration which is desirable for problems with large topological changes. The combination of nodal integration and the Kronecker delta property leads to a naturally diagonal explicit equilibrium equation even in the presence of complex boundary and contact conditions. A key innovation is the introduction of shadow nodes, which, in conjunction with a local triangle removal strategy, enables the seamless handling of complex geometries and evolving discontinuities without explicit boundary representations. The method demonstrates excellent convergence and high accuracy across a range of linear and nonlinear benchmark problems. Its robustness and versatility are further illustrated through challenging simulations involving extreme fracture and fragmentation.
我们提出了一种新的无网格方法,用于精确和有效地解决涉及大偏差变形,断裂和破碎的固体力学问题。该方法的核心是一个新开发的无网格形状函数,该函数满足Kronecker delta性质,具有一阶一致性,非负,并实现C1平滑。该公式采用节点积分,这对于具有大拓扑变化的问题是理想的。即使在复杂的边界和接触条件下,节点积分和Kronecker δ性质的结合也可以得到一个自然的对角显式平衡方程。一个关键的创新是引入了阴影节点,它与局部三角形去除策略相结合,可以在没有明确边界表示的情况下无缝处理复杂的几何形状和不断发展的不连续。该方法在一系列线性和非线性基准问题上具有良好的收敛性和高精度。通过涉及极端断裂和破碎的挑战性模拟,进一步说明了其稳健性和通用性。
{"title":"A new meshfree method for accurate and efficient solutions to solid mechanics problems involving large deviatoric deformation, fracture, and fragmentation","authors":"Zhiyuan Tong,&nbsp;Mauricio Ponga","doi":"10.1016/j.compstruc.2025.108095","DOIUrl":"10.1016/j.compstruc.2025.108095","url":null,"abstract":"<div><div>We present a novel meshfree method for accurate and efficient solutions to solid mechanics problems involving large deviatoric deformation, fracture, and fragmentation. Central to the approach is a newly developed meshfree shape function that satisfies the Kronecker delta property, exhibits first-order consistency, is non-negative, and achieves <span><math><msup><mrow><mi>C</mi></mrow><mn>1</mn></msup></math></span> smoothness. The formulation employs nodal integration which is desirable for problems with large topological changes. The combination of nodal integration and the Kronecker delta property leads to a naturally diagonal explicit equilibrium equation even in the presence of complex boundary and contact conditions. A key innovation is the introduction of shadow nodes, which, in conjunction with a local triangle removal strategy, enables the seamless handling of complex geometries and evolving discontinuities without explicit boundary representations. The method demonstrates excellent convergence and high accuracy across a range of linear and nonlinear benchmark problems. Its robustness and versatility are further illustrated through challenging simulations involving extreme fracture and fragmentation.</div></div>","PeriodicalId":50626,"journal":{"name":"Computers & Structures","volume":"321 ","pages":"Article 108095"},"PeriodicalIF":4.8,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145902509","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
A new variational approach for coupling of non-conforming patches in Isogeometric Analysis 等几何分析中非协调块耦合的一种新变分方法
IF 4.8 2区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2026-01-15 Epub Date: 2025-12-04 DOI: 10.1016/j.compstruc.2025.108067
Saeed Saeedmonir , Alireza Sadeghirad
Isogeometric Analysis is known to be a powerful numerical method in bridging between Computer-Aided Design and Computational Mechanics by utilizing special spline basis functions for both geometric and field discretization, resulting in reduction of errors corresponding to geometric approximations in traditional Finite Elements Method. Moreover, it can satisfy higher-order continuity to ensure stability and accuracy. However, there are several challenges in dealing with multi-patch domains, especially in the case of non-conforming patches in establishing continuity across the patch interfaces. Existing methods such as the penalty method, Lagrange multipliers and Nitsche’s method often encounter several numerical issues such as ill-conditioned systems, saddle point problem and computational overhead. This study presents a novel variational formulation for coupling of non-conforming patches while preserving higher-order continuity without introducing new degrees of freedom. In addition, the proposed method ensures a symmetric system, guaranteeing stable and efficient implementation. The constraints are applied through the variational formulation and therefore, no other approach is utilized within the procedure. Some benchmark numerical examples are provided to demonstrate the performance, accuracy and effectiveness of the proposed method.
等几何分析是连接计算机辅助设计和计算力学的一种强大的数值方法,它利用特殊的样条基函数进行几何离散和场离散,从而减少了传统有限元方法中几何近似的误差。同时满足高阶连续性,保证了系统的稳定性和精度。然而,在处理多补丁域时存在一些挑战,特别是在不符合补丁的情况下,在补丁接口之间建立连续性。现有的方法如惩罚法、拉格朗日乘子法和Nitsche的方法经常遇到一些数值问题,如病态系统、鞍点问题和计算开销。本研究提出了一种新的变分公式,在不引入新的自由度的情况下,在保持高阶连续性的情况下,对不一致的贴片进行耦合。此外,该方法保证了系统的对称性,保证了实现的稳定性和效率。约束是通过变分公式应用的,因此,在程序中没有使用其他方法。给出了一些基准数值算例,验证了该方法的性能、准确性和有效性。
{"title":"A new variational approach for coupling of non-conforming patches in Isogeometric Analysis","authors":"Saeed Saeedmonir ,&nbsp;Alireza Sadeghirad","doi":"10.1016/j.compstruc.2025.108067","DOIUrl":"10.1016/j.compstruc.2025.108067","url":null,"abstract":"<div><div>Isogeometric Analysis is known to be a powerful numerical method in bridging between Computer-Aided Design and Computational Mechanics by utilizing special spline basis functions for both geometric and field discretization, resulting in reduction of errors corresponding to geometric approximations in traditional Finite Elements Method. Moreover, it can satisfy higher-order continuity to ensure stability and accuracy. However, there are several challenges in dealing with multi-patch domains, especially in the case of non-conforming patches in establishing continuity across the patch interfaces. Existing methods such as the penalty method, Lagrange multipliers and Nitsche’s method often encounter several numerical issues such as ill-conditioned systems, saddle point problem and computational overhead. This study presents a novel variational formulation for coupling of non-conforming patches while preserving higher-order continuity without introducing new degrees of freedom. In addition, the proposed method ensures a symmetric system, guaranteeing stable and efficient implementation. The constraints are applied through the variational formulation and therefore, no other approach is utilized within the procedure. Some benchmark numerical examples are provided to demonstrate the performance, accuracy and effectiveness of the proposed method.</div></div>","PeriodicalId":50626,"journal":{"name":"Computers & Structures","volume":"321 ","pages":"Article 108067"},"PeriodicalIF":4.8,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145685361","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Direct two-scale finite element modeling of progressive failure in carbon fiber reinforced polymer composites with a localizing gradient damage model 基于局部梯度损伤模型的碳纤维增强聚合物复合材料渐进破坏直接双尺度有限元模拟
IF 4.8 2区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2026-01-15 Epub Date: 2025-12-26 DOI: 10.1016/j.compstruc.2025.108087
Yongyi Li , Xinyi Xu , Lianhua Ma , Biao Wang
The damage mechanisms in carbon fiber reinforced polymer composites mainly include matrix cracking, interfacial delamination, and fiber fracture. Among them, matrix failure and crack propagation constitute the principal contributors to the nonlinear response observed in the uniaxial tensile stress–strain behavior of carbon fiber reinforced polymer composites, frequently precipitating premature structural failure. Therefore, accurate simulation of matrix damage progression in carbon fiber reinforced polymer composites is crucial for predicting the failure behavior of continuous carbon fiber reinforced polymer composites. To address these issues, this study employs a direct two-scale finite element modelling framework to concurrently analyze macro-scale structural responses and meso-scale mechanical behaviors under tensile, shear, and bending loading conditions. The damage evolution in the polymer matrix is simulated through a localized gradient damage model, implemented through user-defined material and user-defined thermal analogy subroutines in commercial finite element software within a thermo-mechanical coupling framework. Furthermore, fiber–matrix interfacial debonding is characterized using a bilinear cohesive zone model. The findings demonstrate that the present direct two-scale finite element method exhibits excellent agreement with direct numerical simulation in capturing the progressive damage evolution mechanisms of carbon fiber reinforced polymer composites. Moreover, this approach offers a computationally efficient and practical tool for the design and optimization of carbon fiber reinforced polymer composites structures.
碳纤维增强聚合物复合材料的损伤机制主要包括基体开裂、界面分层和纤维断裂。其中,基体破坏和裂纹扩展是碳纤维增强聚合物复合材料单轴拉伸应力-应变行为非线性响应的主要原因,往往导致结构过早破坏。因此,准确模拟碳纤维增强聚合物复合材料的基体损伤过程对于预测连续碳纤维增强聚合物复合材料的破坏行为至关重要。为了解决这些问题,本研究采用直接的双尺度有限元建模框架,同时分析拉伸、剪切和弯曲加载条件下的宏观尺度结构响应和细观尺度力学行为。聚合物基体的损伤演化通过局部梯度损伤模型进行模拟,并通过商用有限元软件中自定义材料和自定义热模拟子程序在热-机械耦合框架内实现。此外,利用双线性黏聚区模型对纤维-基体界面脱粘进行了表征。研究结果表明,直接双尺度有限元方法与直接数值模拟方法在捕捉碳纤维增强聚合物复合材料的渐进损伤演化机制方面具有较好的一致性。此外,该方法为碳纤维增强聚合物复合材料结构的设计和优化提供了一种计算效率高、实用的工具。
{"title":"Direct two-scale finite element modeling of progressive failure in carbon fiber reinforced polymer composites with a localizing gradient damage model","authors":"Yongyi Li ,&nbsp;Xinyi Xu ,&nbsp;Lianhua Ma ,&nbsp;Biao Wang","doi":"10.1016/j.compstruc.2025.108087","DOIUrl":"10.1016/j.compstruc.2025.108087","url":null,"abstract":"<div><div>The damage mechanisms in carbon fiber reinforced polymer composites mainly include matrix cracking, interfacial delamination, and fiber fracture. Among them, matrix failure and crack propagation constitute the principal contributors to the nonlinear response observed in the uniaxial tensile stress–strain behavior of carbon fiber reinforced polymer composites, frequently precipitating premature structural failure. Therefore, accurate simulation of matrix damage progression in carbon fiber reinforced polymer composites is crucial for predicting the failure behavior of continuous carbon fiber reinforced polymer composites. To address these issues, this study employs a direct two-scale finite element modelling framework to concurrently analyze macro-scale structural responses and meso-scale mechanical behaviors under tensile, shear, and bending loading conditions. The damage evolution in the polymer matrix is simulated through a localized gradient damage model, implemented through user-defined material and user-defined thermal analogy subroutines in commercial finite element software within a thermo-mechanical coupling framework. Furthermore, fiber–matrix interfacial debonding is characterized using a bilinear cohesive zone model. The findings demonstrate that the present direct two-scale finite element method exhibits excellent agreement with direct numerical simulation in capturing the progressive damage evolution mechanisms of carbon fiber reinforced polymer composites. Moreover, this approach offers a computationally efficient and practical tool for the design and optimization of carbon fiber reinforced polymer composites structures.</div></div>","PeriodicalId":50626,"journal":{"name":"Computers & Structures","volume":"321 ","pages":"Article 108087"},"PeriodicalIF":4.8,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145840386","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
A finite deformation energy limiter-based rate-dependent gradient damage model for fracture analysis 基于有限变形能限制器的速率相关梯度损伤分析模型
IF 4.8 2区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2026-01-15 Epub Date: 2026-01-09 DOI: 10.1016/j.compstruc.2025.108096
Tinh Quoc Bui , Hung Thanh Tran , Jaroon Rungamornrat
This paper details a new implicit gradient-enhanced damage model designed for simulating fracture in rubber-like materials under large or finite deformations. This model extends previous work by incorporating a rate-dependent crack propagation feature and reformulating the theory for finite strain contexts using a neo-Hookean hyperelastic model and an energy limiter concept. The methodology aims to create a stable and mesh-insensitive numerical tool for fracture analysis, which is implemented and solved using the Finite Element Method (FEM) with a staggered algorithm. Numerical examples validate the model’s accuracy, confirming its ability to predict complex crack growth and demonstrating the importance of the rate-dependent term for stabilizing simulations at large strains.
本文详细介绍了一种新的隐式梯度增强损伤模型,用于模拟橡胶类材料在大变形或有限变形下的断裂。该模型扩展了先前的工作,纳入了速率相关的裂纹扩展特征,并使用新胡克超弹性模型和能量限制器概念重新制定了有限应变环境下的理论。该方法旨在创建一个稳定且网格不敏感的断裂分析数值工具,并使用交错算法的有限元法(FEM)实现和求解。数值算例验证了该模型的准确性,证实了其预测复杂裂纹扩展的能力,并证明了速率相关项在大应变下稳定模拟的重要性。
{"title":"A finite deformation energy limiter-based rate-dependent gradient damage model for fracture analysis","authors":"Tinh Quoc Bui ,&nbsp;Hung Thanh Tran ,&nbsp;Jaroon Rungamornrat","doi":"10.1016/j.compstruc.2025.108096","DOIUrl":"10.1016/j.compstruc.2025.108096","url":null,"abstract":"<div><div>This paper details a new implicit gradient-enhanced damage model designed for simulating fracture in rubber-like materials under large or finite deformations. This model extends previous work by incorporating a rate-dependent crack propagation feature and reformulating the theory for finite strain contexts using a neo-Hookean hyperelastic model and an energy limiter concept. The methodology aims to create a stable and mesh-insensitive numerical tool for fracture analysis, which is implemented and solved using the Finite Element Method (FEM) with a staggered algorithm. Numerical examples validate the model’s accuracy, confirming its ability to predict complex crack growth and demonstrating the importance of the rate-dependent term for stabilizing simulations at large strains.</div></div>","PeriodicalId":50626,"journal":{"name":"Computers & Structures","volume":"321 ","pages":"Article 108096"},"PeriodicalIF":4.8,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145924954","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
A reaction–diffusion level set method for stress-constrained topology optimization with precise volume control 一种具有精确体积控制的应力约束拓扑优化反应扩散水平集方法
IF 4.8 2区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2026-01-15 Epub Date: 2025-12-12 DOI: 10.1016/j.compstruc.2025.108073
Dachen Gao , Hongduo Zhao , Ke Cheng , Yuxuan Xia , Haoyu Chen , Yaowen Yang
This paper presents a reaction–diffusion equation (RDE) driven level set method (LSM) for topology optimization (TO) that enforces both stress and volume constraints simultaneously. The method introduces a locally activated stress penalty that operates only where the allowable limit is exceeded, eliminating the need for global aggregation and improving fidelity in hot-spot regions. A refined in-element triangulation strategy provides accurate volume fractions without remeshing, enabling precise volume tracking on fixed structured meshes. Structural evolution is governed by RDE, enabling hole nucleation during optimization and eliminating the need for level set reinitialization. Numerical experiments in 2D and 3D demonstrate that the proposed method yields designs that satisfy the prescribed local stress limits and target volume fractions while achieving stable, efficient convergence.
提出了一种同时施加应力约束和体积约束的反应扩散方程驱动的水平集拓扑优化方法。该方法引入了局部激活的应力惩罚,仅在超过允许极限时才起作用,从而消除了全局聚合的需要,并提高了热点区域的保真度。精细化的单元内三角测量策略提供精确的体积分数,而无需重新网格划分,从而在固定结构网格上实现精确的体积跟踪。结构演化由RDE控制,在优化过程中实现了孔核,消除了水平集重新初始化的需要。二维和三维的数值实验表明,所提出的方法能够满足规定的局部应力极限和目标体积分数,同时实现稳定、高效的收敛。
{"title":"A reaction–diffusion level set method for stress-constrained topology optimization with precise volume control","authors":"Dachen Gao ,&nbsp;Hongduo Zhao ,&nbsp;Ke Cheng ,&nbsp;Yuxuan Xia ,&nbsp;Haoyu Chen ,&nbsp;Yaowen Yang","doi":"10.1016/j.compstruc.2025.108073","DOIUrl":"10.1016/j.compstruc.2025.108073","url":null,"abstract":"<div><div>This paper presents a reaction–diffusion equation (RDE) driven level set method (LSM) for topology optimization (TO) that enforces both stress and volume constraints simultaneously. The method introduces a locally activated stress penalty that operates only where the allowable limit is exceeded, eliminating the need for global aggregation and improving fidelity in hot-spot regions. A refined in-element triangulation strategy provides accurate volume fractions without remeshing, enabling precise volume tracking on fixed structured meshes. Structural evolution is governed by RDE, enabling hole nucleation during optimization and eliminating the need for level set reinitialization. Numerical experiments in 2D and 3D demonstrate that the proposed method yields designs that satisfy the prescribed local stress limits and target volume fractions while achieving stable, efficient convergence.</div></div>","PeriodicalId":50626,"journal":{"name":"Computers & Structures","volume":"321 ","pages":"Article 108073"},"PeriodicalIF":4.8,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145732463","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Cycle-domain plasticity modeling using neural networks and symbolic regression 基于神经网络和符号回归的循环域塑性建模
IF 4.8 2区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2026-01-15 Epub Date: 2026-01-02 DOI: 10.1016/j.compstruc.2025.108086
Nasrin Talebi, Knut Andreas Meyer, Magnus Ekh
Simulation of many loading cycles with traditional time-domain material models, requiring discretization of each cycle with several time steps, can result in high computational cost. One effective approach to speed up cyclic simulations is employing cycle-domain material models. Finite element simulations of rails subjected to many wheel passages are a relevant application of such models. Proposing a per-cycle evolution equation for plastic strains in cycle-domain models is, however, a challenge. To address this, we investigate the feasibility and accuracy of using machine learning models as tools for formulating such an equation. Specifically, we enforce our knowledge from constitutive modeling for elasticity and formulate the evolution law by employing feed-forward neural networks with different inputs, as well as symbolic regression to discover an interpretable expression. Training, validation, and test data have been generated using a cyclic time-domain plasticity model considering pulsating uniaxial stress loadings with constant and variable strain ranges. The obtained results demonstrate the potential of cycle-domain plasticity modeling using both uninterpretable and interpretable data-driven machine learning as an alternative to time-domain material modeling. Furthermore, both approaches have revealed reasonably good extrapolation performance beyond the training regime.
传统的时域材料模型在模拟多个加载周期时,需要用多个时间步对每个周期进行离散化,计算成本高。采用循环域材料模型是加快循环模拟的一种有效方法。多轮通道下轨道的有限元模拟是该模型的相关应用。然而,在循环域模型中提出塑性应变的每周期演化方程是一个挑战。为了解决这个问题,我们研究了使用机器学习模型作为制定这样一个方程的工具的可行性和准确性。具体来说,我们从弹性本构建模中获得知识,并通过使用具有不同输入的前馈神经网络以及符号回归来发现可解释的表达式来制定进化规律。训练、验证和测试数据是使用考虑恒定和可变应变范围的脉动单轴应力加载的循环时域塑性模型生成的。获得的结果表明,使用不可解释和可解释数据驱动的机器学习作为时域材料建模的替代方案,循环域塑性建模具有潜力。此外,两种方法都显示出相当好的外推性能,超出了训练制度。
{"title":"Cycle-domain plasticity modeling using neural networks and symbolic regression","authors":"Nasrin Talebi,&nbsp;Knut Andreas Meyer,&nbsp;Magnus Ekh","doi":"10.1016/j.compstruc.2025.108086","DOIUrl":"10.1016/j.compstruc.2025.108086","url":null,"abstract":"<div><div>Simulation of many loading cycles with traditional time-domain material models, requiring discretization of each cycle with several time steps, can result in high computational cost. One effective approach to speed up cyclic simulations is employing cycle-domain material models. Finite element simulations of rails subjected to many wheel passages are a relevant application of such models. Proposing a per-cycle evolution equation for plastic strains in cycle-domain models is, however, a challenge. To address this, we investigate the feasibility and accuracy of using machine learning models as tools for formulating such an equation. Specifically, we enforce our knowledge from constitutive modeling for elasticity and formulate the evolution law by employing feed-forward neural networks with different inputs, as well as symbolic regression to discover an interpretable expression. Training, validation, and test data have been generated using a cyclic time-domain plasticity model considering pulsating uniaxial stress loadings with constant and variable strain ranges. The obtained results demonstrate the potential of cycle-domain plasticity modeling using both uninterpretable and interpretable data-driven machine learning as an alternative to time-domain material modeling. Furthermore, both approaches have revealed reasonably good extrapolation performance beyond the training regime.</div></div>","PeriodicalId":50626,"journal":{"name":"Computers & Structures","volume":"321 ","pages":"Article 108086"},"PeriodicalIF":4.8,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145884327","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Cyclic constitutive model for masonry joint damage and energy dissipation using the distinct element method 用离散元法建立砌体节点损伤与耗能的循环本构模型
IF 4.8 2区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2026-01-15 Epub Date: 2026-01-02 DOI: 10.1016/j.compstruc.2025.108094
Yopi P. Oktiovan , Francesco Messali , Bora Pulatsu , Satyadhrik Sharma , José V. Lemos , Jan G. Rots
This paper presents a cyclic joint constitutive model within a Distinct Element Method framework to simulate the in-plane response of unreinforced masonry structures. The model combines multi-surface failure criteria, including tensile cut-off, Coulomb friction, and an elliptical compression cap. It incorporates exponential softening, a unified damage scalar for stiffness degradation, and a hardening–softening law for compression. Shear-induced dilatancy is captured via an uplift-correction mechanism with an exponential dilatancy-decay law, while stiffness degradation governs energy dissipation. The model is validated at both material and structural scales. Material-level simulations of cyclic compression and shear tests show close agreement with experimental data. Structural-scale validation on full-height calcium-silicate walls under combined compression and cyclic lateral loading demonstrates the ability to reproduce rocking-dominated, shear-dominated, and hybrid failure mechanisms. The model successfully replicated global hysteretic force–drift loops, capturing stiffness decay and energy dissipation, as well as local failures like cracking, sliding, and toe crushing. The model also reproduced the drift-dependent transition from rocking to friction-controlled sliding, a key mechanism for earthquake assessment. By integrating these features into a single, efficient framework, the proposed constitutive model provides a robust tool for evaluating seismic performance and conserving heritage.
本文提出了一种基于离散元法框架的循环节理本构模型,用于模拟无加筋砌体结构的面内响应。该模型结合了多表面破坏准则,包括拉伸切断、库仑摩擦和椭圆压缩帽,并结合了指数软化、刚度退化的统一损伤标量和压缩的硬化-软化规律。剪切引起的剪胀是通过一个具有指数剪胀衰减规律的上升修正机制来捕获的,而刚度退化则控制着能量耗散。该模型在材料和结构两个尺度上都得到了验证。材料水平的循环压缩和剪切试验模拟结果与实验数据吻合较好。在压缩和循环侧向载荷联合作用下对全高硅酸钙壁进行结构尺度验证,证明了再现岩石主导、剪切主导和混合破坏机制的能力。该模型成功地复制了全局滞回力漂移回路,捕获了刚度衰减和能量耗散,以及局部破坏,如开裂、滑动和脚趾破碎。该模型还再现了从摇摆到摩擦控制滑动的漂移依赖转变,这是地震评估的关键机制。通过将这些特征整合到一个单一的、有效的框架中,所提出的本构模型为评估地震性能和保护遗产提供了一个强大的工具。
{"title":"Cyclic constitutive model for masonry joint damage and energy dissipation using the distinct element method","authors":"Yopi P. Oktiovan ,&nbsp;Francesco Messali ,&nbsp;Bora Pulatsu ,&nbsp;Satyadhrik Sharma ,&nbsp;José V. Lemos ,&nbsp;Jan G. Rots","doi":"10.1016/j.compstruc.2025.108094","DOIUrl":"10.1016/j.compstruc.2025.108094","url":null,"abstract":"<div><div>This paper presents a cyclic joint constitutive model within a Distinct Element Method framework to simulate the in-plane response of unreinforced masonry structures. The model combines multi-surface failure criteria, including tensile cut-off, Coulomb friction, and an elliptical compression cap. It incorporates exponential softening, a unified damage scalar for stiffness degradation, and a hardening–softening law for compression. Shear-induced dilatancy is captured via an uplift-correction mechanism with an exponential dilatancy-decay law, while stiffness degradation governs energy dissipation. The model is validated at both material and structural scales. Material-level simulations of cyclic compression and shear tests show close agreement with experimental data. Structural-scale validation on full-height calcium-silicate walls under combined compression and cyclic lateral loading demonstrates the ability to reproduce rocking-dominated, shear-dominated, and hybrid failure mechanisms. The model successfully replicated global hysteretic force–drift loops, capturing stiffness decay and energy dissipation, as well as local failures like cracking, sliding, and toe crushing. The model also reproduced the drift-dependent transition from rocking to friction-controlled sliding, a key mechanism for earthquake assessment. By integrating these features into a single, efficient framework, the proposed constitutive model provides a robust tool for evaluating seismic performance and conserving heritage.</div></div>","PeriodicalId":50626,"journal":{"name":"Computers & Structures","volume":"321 ","pages":"Article 108094"},"PeriodicalIF":4.8,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145884457","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
A layerwise plate element formulation with adhesive interface compliance and thermal loads for bonded multilayer structures 一种具有粘接界面柔度和热载荷的层状板单元公式
IF 4.8 2区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2026-01-15 Epub Date: 2026-01-13 DOI: 10.1016/j.compstruc.2026.108108
D. von Burg, R. Baumann
This paper presents a novel layerwise plate finite element formulation for the modelling of adhesively bonded multilayer structures subjected to thermal loading. Each structural layer is represented as a Reissner–Mindlin plate, while interlayer coupling is achieved through adhesive shear layers with defined thickness and shear stiffness. This approach enables the direct representation of adhesive compliance, which is often simplified or neglected in layerwise plate formulations. The formulation is derived via the principle of virtual work and incorporates mixed interpolation of tensorial components to prevent shear locking. Numerical examples demonstrate the accuracy and computational efficiency of the proposed element. Comparisons with three-dimensional solid finite element reference models show good agreement with the computed deflections, while requiring substantially fewer degrees of freedom. The resulting computational efficiency makes the approach particularly attractive for iterative analyses such as process simulations and parametric studies involving thermally induced deformations. Since the adhesive shear modulus enters the formulation only as a parameter, time- or temperature-dependent behaviour can be incorporated through constitutive modelling without modification of the element formulation.
本文提出了一种新的层板有限元公式,用于热载荷作用下粘接多层结构的建模。每个结构层表示为Reissner-Mindlin板,而层间的耦合是通过具有定义厚度和剪切刚度的粘接剪切层来实现的。这种方法可以直接表示粘合剂顺应性,这在分层板配方中经常被简化或忽略。该公式是通过虚功原理推导出来的,并结合了张拉分量的混合插值来防止剪切锁紧。数值算例验证了所提单元的精度和计算效率。与三维实体有限元参考模型的比较表明,计算得到的挠度符合较好,同时所需的自由度大大减少。由此产生的计算效率使得该方法对迭代分析特别有吸引力,例如涉及热致变形的过程模拟和参数研究。由于黏着剪切模量仅作为一个参数进入公式,时间或温度相关的行为可以通过本构建模纳入,而无需修改元素公式。
{"title":"A layerwise plate element formulation with adhesive interface compliance and thermal loads for bonded multilayer structures","authors":"D. von Burg,&nbsp;R. Baumann","doi":"10.1016/j.compstruc.2026.108108","DOIUrl":"10.1016/j.compstruc.2026.108108","url":null,"abstract":"<div><div>This paper presents a novel layerwise plate finite element formulation for the modelling of adhesively bonded multilayer structures subjected to thermal loading. Each structural layer is represented as a Reissner–Mindlin plate, while interlayer coupling is achieved through adhesive shear layers with defined thickness and shear stiffness. This approach enables the direct representation of adhesive compliance, which is often simplified or neglected in layerwise plate formulations. The formulation is derived via the principle of virtual work and incorporates mixed interpolation of tensorial components to prevent shear locking. Numerical examples demonstrate the accuracy and computational efficiency of the proposed element. Comparisons with three-dimensional solid finite element reference models show good agreement with the computed deflections, while requiring substantially fewer degrees of freedom. The resulting computational efficiency makes the approach particularly attractive for iterative analyses such as process simulations and parametric studies involving thermally induced deformations. Since the adhesive shear modulus enters the formulation only as a parameter, time- or temperature-dependent behaviour can be incorporated through constitutive modelling without modification of the element formulation.</div></div>","PeriodicalId":50626,"journal":{"name":"Computers & Structures","volume":"321 ","pages":"Article 108108"},"PeriodicalIF":4.8,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145962600","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Multiscale concurrent topology optimization for large-scale assembled structures 大型装配结构的多尺度并行拓扑优化
IF 4.8 2区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2026-01-15 Epub Date: 2026-01-08 DOI: 10.1016/j.compstruc.2026.108098
Ran Zheng , Bing Yi , Gil Ho Yoon , Wenlong Liu , Long Liu , Xiang Peng
Although additive manufacturing has advantages in the fabrication of complicated structures and has been applied in many fields, large-scale structures often need to be partitioned into smaller components to comply with the size limitations of the printer, which compromises their overall structural performance. This paper presents a two-scale concurrent topology optimization method for multiple assembled structures, which can be fabricated with an additive manufacturing machine under maximum size limitations and further assembled via conventional joining processes. At the macroscale, the topology design of the macroscale structure and the partitioning of the overall structure into multiple components are realized by incorporating component size constraints into the Solid Isotropic Material with Penalization (SIMP) topology optimization framework. At the microscale, the topology of the self-connected microstructure unit located in the macroscale components and the bolted joint positions of the assembled microstructure unit located in the macroscale joints between different components are optimized based on the homogenization method. The smooth connection between the self-connected microstructure and the assembled microstructure is ensured by a geometric constraint. Finally, several numerical examples and a printing example are provided to illustrate the effectiveness of the proposed method, and the effects of some design parameters on the optimization results are analyzed.
虽然增材制造在制造复杂结构方面具有优势,并已在许多领域得到应用,但为了满足打印机的尺寸限制,大型结构往往需要被分割成更小的部件,从而影响其整体结构性能。本文提出了一种双尺度并行拓扑优化方法,该方法可以在最大尺寸限制下使用增材制造机制造多个组合结构,并通过传统连接工艺进行进一步组装。在宏观尺度上,通过将部件尺寸约束引入到SIMP拓扑优化框架中,实现了宏观结构的拓扑设计和整体结构的多部件划分。在微观尺度上,基于均质化方法对位于宏观尺度构件中的自连接微结构单元的拓扑结构和位于不同构件间宏观尺度节点中的装配微结构单元的螺栓连接位置进行了优化。通过几何约束保证了自连接微结构与装配微结构之间的平滑连接。最后,通过数值算例和打印算例说明了所提方法的有效性,并分析了一些设计参数对优化结果的影响。
{"title":"Multiscale concurrent topology optimization for large-scale assembled structures","authors":"Ran Zheng ,&nbsp;Bing Yi ,&nbsp;Gil Ho Yoon ,&nbsp;Wenlong Liu ,&nbsp;Long Liu ,&nbsp;Xiang Peng","doi":"10.1016/j.compstruc.2026.108098","DOIUrl":"10.1016/j.compstruc.2026.108098","url":null,"abstract":"<div><div>Although additive manufacturing has advantages in the fabrication of complicated structures and has been applied in many fields, large-scale structures often need to be partitioned into smaller components to comply with the size limitations of the printer, which compromises their overall structural performance. This paper presents a two-scale concurrent topology optimization method for multiple assembled structures, which can be fabricated with an additive manufacturing machine under maximum size limitations and further assembled via conventional joining processes. At the macroscale, the topology design of the macroscale structure and the partitioning of the overall structure into multiple components are realized by incorporating component size constraints into the Solid Isotropic Material with Penalization (SIMP) topology optimization framework. At the microscale, the topology of the self-connected microstructure unit located in the macroscale components and the bolted joint positions of the assembled microstructure unit located in the macroscale joints between different components are optimized based on the homogenization method. The smooth connection between the self-connected microstructure and the assembled microstructure is ensured by a geometric constraint. Finally, several numerical examples and a printing example are provided to illustrate the effectiveness of the proposed method, and the effects of some design parameters on the optimization results are analyzed.</div></div>","PeriodicalId":50626,"journal":{"name":"Computers & Structures","volume":"321 ","pages":"Article 108098"},"PeriodicalIF":4.8,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145924952","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
期刊
Computers & Structures
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1