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Efficiently training SciML models with derivative-informed training data using order truncated imaginary numbers 利用序截断虚数有效训练具有导数信息的SciML模型
IF 7.2 1区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-02-07 DOI: 10.1016/j.cma.2026.118789
Krishna Prasath Logakannan, Mauricio Aristizabal, Geoffrey Bomarito, Zhitong Xu, Shandian Zhe, Robert M. Kirby, Harry Millwater, Jacob Hochhalter
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引用次数: 0
Reduced-order initialization model for accelerating topology optimization in thermal-fluid system 加速热流体系统拓扑优化的降阶初始化模型
IF 7.2 1区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-02-06 DOI: 10.1016/j.cma.2026.118794
Yuguo Fu, Melvan Tan Kian Hao, Dong Chen, Lailai Zhu, Poh Seng Lee
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引用次数: 0
Energy-stable decoupled numerical approximation with practical correction technique for the binary phase field Darcy fluid system 二元相场达西流体系统的能量稳定解耦数值近似及实用校正技术
IF 7.2 1区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-02-06 DOI: 10.1016/j.cma.2026.118791
Zhengfei Ren, Junxiang Yang
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引用次数: 0
Topology optimisation-based design of duct cross-sections for fully developed magnetohydrodynamic flows 基于拓扑优化的充分发展磁流体流道截面设计
IF 7.2 1区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-02-04 DOI: 10.1016/j.cma.2026.118787
Juan C. Àlvarez-Hostos, Fernando R. Urgorri, Javier Principe
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引用次数: 0
Speeding up an unsteady flow simulation by adaptive BDDC and Krylov subspace recycling 基于自适应BDDC和Krylov子空间循环加速非定常流场模拟
IF 7.2 1区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-02-02 DOI: 10.1016/j.cma.2026.118788
Martin Hanek, Jan Papež, Jakub Šístek
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引用次数: 0
Level set topology optimization for fluid-structure interaction using the modified immersed finite element method 基于改进浸入有限元法的流固耦合水平集拓扑优化
IF 7.2 1区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-02-02 DOI: 10.1016/j.cma.2026.118754
Andreas Neofytou, Lucy T. Zhang, H. Alicia Kim
This work presents level set topology optimization method (LSTO) for fluid-structure interaction (FSI) problems. For the solution of the FSI problem the modified immersed finite element method (mIFEM) is used. The proposed formulation provides several advantages compared to the existing methods that rely on unified formulations or remeshing approaches. First it results in separate solid and fluid domains, thus allowing any discretization to be used for each physics. This allows for well established independent fluid and solid solvers to be utilized. Further, this modularity is possible without requiring re-meshing, which maintains efficiency especially for the fluid solver. The finite element method (FEM) is used to solve the flow equations efficiently on an Eulerian grid. The Lagrangian solid is analyzed with the reproducing kernel particle method (RKPM) which is a Galerkin-based meshfree method. The combination of LSTO and RKPM provides a well-defined solid interface which can be maintained on the computational domain by laying particles in the solid and on the level set boundary. The solid and fluid sensitivities are then computed to optimize the fully coupled problem, which is the fundamental challenge in this modular formulation. To identify and remove solid free-floating volumes that emerge during optimization within the flow field, an algorithm based on neighbor information is also introduced. For verification of the approach, benchmarking examples are solved and analyzed based on the assumption of steady state conditions. Beyond the linear elastic solid case considered by the majority of FSI works, we also test our approach with a nonlinear solid with large deformation.
提出了求解流固耦合问题的水平集拓扑优化方法(LSTO)。对于FSI问题的求解,采用了改进的浸入有限元法。与依赖统一公式或重网格方法的现有方法相比,所提出的公式提供了几个优点。首先,它产生了分离的固体和流体域,从而允许对每种物理使用任何离散化。这允许使用完善的独立流体和固体求解器。此外,这种模块化可以在不需要重新划分网格的情况下实现,这可以保持效率,特别是对于流体求解器。采用有限元法在欧拉网格上求解流动方程。采用基于伽辽金的无网格再现核粒子法(RKPM)对拉格朗日固体进行分析。LSTO和RKPM的结合提供了一个定义良好的实体界面,通过在实体和水平集边界上铺设粒子,可以在计算域上维护该界面。然后计算固体和流体灵敏度以优化完全耦合问题,这是该模块化公式的基本挑战。为了识别和去除流场优化过程中出现的固体自由漂浮体,提出了一种基于邻域信息的算法。为了验证该方法的有效性,在稳态条件假设的基础上对基准算例进行了求解和分析。除了大多数FSI作品所考虑的线性弹性固体情况外,我们还用具有大变形的非线性固体测试了我们的方法。
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引用次数: 0
Corrosion-fatigue degradation in reinforced concrete structures: A multiphysics phase-field modeling approach 钢筋混凝土结构的腐蚀疲劳退化:一种多物理场相场建模方法
IF 7.2 1区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-02-02 DOI: 10.1016/j.cma.2025.118693
Abedulgader Baktheer, Manikandan Gopakumar, Ghandi Kenjo, Fadi Aldakheel
Corrosion-fatigue interaction is a complex and strongly coupled chemo-mechanical degradation process that critically impacts the durability of reinforced concrete (RC) structures exposed to aggressive environments and cyclic loading. This work presents a holistic multiphysics phase-field modeling framework for simulating the full spectrum of coupled physical mechanisms that govern corrosion-fatigue degradation in RC structures. The proposed framework captures: (i) chloride transport and binding in the concrete matrix leading to corrosion initiation, (ii) reactive transport and precipitation of Fe2+ and Fe3+ ions in concrete pores, (iii) pressure accumulation due to rust formation and precipitation around steel reinforcement, (iv) corrosion diffusion and material degradation in steel representing softening due to film rupture and material dissolution, (v) fatigue degradation in steel reinforcement, (vi) fatigue crack propagation in concrete as well as splitting fracture due to corrosion, and (vii) degradation-dependent diffusivity enabling interaction between mechanical cracking and ionic transport. These processes are fully coupled within a unified chemo-mechanical phase-field formulation. Key components of the corrosion and fatigue submodels are validated against experimental data to ensure physical fidelity. The framework is then used to investigate the bidirectional interaction between corrosion and fatigue in both 2D and 3D settings, demonstrating how corrosion accelerates fatigue failure and, conversely, how early-stage fatigue cracking promotes corrosion progression. This comprehensive approach offers a robust tool for assessing service life and designing more durable RC structures under coupled environmental and mechanical loading. The corresponding source codes are openly available at [https://doi.org/10.25835/3duuzvj4 ], allowing reproducibility by interested researchers.
腐蚀-疲劳相互作用是一个复杂的、强耦合的化学-力学降解过程,它严重影响钢筋混凝土(RC)结构在恶劣环境和循环荷载下的耐久性。这项工作提出了一个整体的多物理场相场建模框架,用于模拟控制RC结构腐蚀疲劳退化的耦合物理机制的全谱。建议的架构包括:(i)氯化物在混凝土基体中的传递和结合导致腐蚀起始,(ii)混凝土孔隙中Fe2+和Fe3+离子的反应性传递和沉淀,(iii)钢筋周围锈形成和沉淀导致的压力积累,(iv)腐蚀扩散和材料降解,代表钢材薄膜破裂和材料溶解的软化,(v)钢筋的疲劳降解,(vi)混凝土中的疲劳裂纹扩展以及腐蚀引起的劈裂断裂;(vii)与退化相关的扩散系数,使机械开裂和离子传输之间能够相互作用。这些过程在统一的化学-机械相场公式中完全耦合。腐蚀和疲劳子模型的关键部件根据实验数据进行验证,以确保物理保真度。然后使用该框架在2D和3D环境下研究腐蚀与疲劳之间的双向相互作用,展示腐蚀如何加速疲劳失效,反过来,早期疲劳开裂如何促进腐蚀进展。这种综合方法为评估RC结构在环境和机械耦合载荷下的使用寿命和设计更耐用的RC结构提供了强大的工具。相应的源代码可以在[https://doi.org/10.25835/3duuzvj4]上公开获得,允许感兴趣的研究人员复制。
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引用次数: 0
A smoothly varying quadrature approach for 3D IgA-BEM discretizations: Application to Stokes flow simulations 三维IgA-BEM离散化的光滑变正交方法:在Stokes流模拟中的应用
IF 7.3 1区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-01-30 DOI: 10.1016/j.cma.2026.118773
Cesare Bracco , Francesco Patrizi , Alessandra Sestini
We introduce a novel quadrature strategy for Isogeometric Analysis (IgA) boundary element discretizations, specifically tailored to collocation methods. Thanks to the dimensionality reduction and the natural handling of unbounded domains, boundary integral formulations are particularly appealing in the IgA framework. However, they require the evaluation of boundary integrals whose kernels exhibit singular or nearly singular behavior. Even when the kernel is not singular, its numerical evaluation becomes challenging whenever the integration region lies close to a collocation point. These integrals of polar and nearly singular functions represent the main computational difficulty of IgA-BEM and motivate the development of efficient and accurate quadrature rules. Unlike traditional methods that classify integrals as singular, nearly singular, or regular, our approach employs a desingularizing change of variables that smoothly adapts to the physical distance from singularities in the boundary integral kernels. The transformation intensifies near the polar point and progressively weakens when integrating over portions of the domain that are farther from it, ultimately leaving the integrand unchanged in the limit of a diametrically opposed region. This automatic calibration enhances accuracy and robustness by eliminating the traditional classification step, to which the approximation quality is often highly sensitive. Moreover, integration is performed directly over B-spline supports rather than over individual elements, reducing computational cost, particularly for higher-degree splines. The proposed method is validated through boundary element benchmarks for the three dimensional Stokes problem, where we achieve excellent convergence rates.
我们引入了一种新的正交策略,用于等几何分析(IgA)边界元离散化,专门针对搭配方法。由于降维和无界域的自然处理,边界积分公式在IgA框架中特别有吸引力。然而,它们要求计算核表现出奇异或近似奇异行为的边界积分。即使核函数不是奇异的,当积分区域靠近一个配点时,核函数的数值计算也会变得困难。这些极函数和近奇异函数的积分代表了IgA-BEM的主要计算困难,并推动了高效准确的求积分规则的发展。与将积分分类为奇异、近奇异或正则的传统方法不同,我们的方法采用了一种去奇异化的变量变化,可以平滑地适应边界积分核中与奇点的物理距离。变换在极点附近增强,在离极点较远的区域上积分时逐渐减弱,最终使被积函数在完全相反区域的极限内保持不变。这种自动校准消除了传统的分类步骤,从而提高了精度和鲁棒性,而传统的分类步骤往往对逼近质量非常敏感。此外,积分直接在b样条支撑上执行,而不是在单个元素上执行,减少了计算成本,特别是对于高次样条。通过对三维Stokes问题的边界元基准测试验证了该方法的有效性,并取得了较好的收敛速度。
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引用次数: 0
Shape-topology-layout optimization of stiffened shell structures via the Feature-Driven Optimization (FDO) method 基于特征驱动优化(FDO)方法的加筋壳结构形状拓扑布局优化
IF 7.3 1区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-01-29 DOI: 10.1016/j.cma.2026.118771
Hualin ZHANG, Weihong ZHANG
In this work, an integrated shape-topology-layout optimization method is developed for stiffened shell structures to match the designs of the skin, openings and stiffeners. The proposed method takes full advantage of IsoGeometric Analysis (IGA), Finite Cell Method (FCM) and Feature-Driven Optimization (FDO). Specifically, the IGA enables accurate structural analysis and facilitates shape optimization of the skin by directly adjusting the control points of Non-Uniform Rational B-Splines (NURBS) skin surface. The FCM enables the use of the fixed structured mesh during the optimization process. The FDO adaptively inserts openings and stiffener features over the NURBS parametric domain for the optimization of skin topology and stiffener layout as easily as for 2D structures. Both implicit and parametric descriptions are jointly used to model openings and stiffener features. The implicit form concerns the level set function (LSF) in favor of the description of topological changes of the skin and the rapid identification of intersections of stiffeners. The parametric form concerns the use of a small number of design variables to produce optimized results with clear and smooth boundaries. Meanwhile, rigidity contributions of stiffeners are merged into the skin surface without the need of mesh conforming between the stiffeners and the skin surface. Representative examples are presented to demonstrate the effectiveness and advantages of the proposed design approach.
本文提出了一种针对加筋壳结构的形状-拓扑-布局集成优化方法,以匹配蒙皮、开口和加筋的设计。该方法充分利用了等几何分析(IGA)、有限单元法(FCM)和特征驱动优化(FDO)的优点。具体来说,IGA通过直接调整非均匀有理b样条(NURBS)蒙皮表面的控制点,实现了精确的结构分析,有利于蒙皮的形状优化。FCM允许在优化过程中使用固定结构网格。FDO自适应地在NURBS参数域上插入开口和加强筋特征,以优化蒙皮拓扑和加强筋布局,就像对二维结构一样容易。隐式描述和参数描述共同用于模拟开口和加筋特征。隐式形式涉及水平集函数(LSF),有利于描述皮肤的拓扑变化和快速识别加强筋的交叉点。参数化形式涉及到使用少量的设计变量来产生具有清晰和平滑边界的优化结果。同时,加强筋的刚度贡献被合并到蒙皮表面,而不需要加强筋与蒙皮表面之间的网格一致性。通过实例验证了所提设计方法的有效性和优越性。
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引用次数: 0
An interface-aware, conservative δR-Plus-SPH for granular slide–water interaction across subaerial–subaqueous regimes 一个界面感知的,保守的δ r - + sph,用于颗粒滑块-水在水下-水下的相互作用
IF 7.3 1区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-01-29 DOI: 10.1016/j.cma.2026.118756
Yangfan MA , Mitsuteru ASAI , Zheng HAN , Bin SU , Guangqi CHEN
Modeling landslide-generated tsunamis using Smoothed Particle Hydrodynamics (SPH) is hindered by multiphase interactions, large density ratios, and regime transitions that promote excessive numerical dissipation, interface smearing, and divergence errors. This study develops a conservative, interface-aware δR+-SPH framework that couples incremental density diffusion to suppress oscillations with a low-dissipation Riemann flux for energy preservation. Particle disorder is mitigated through a two-stage Optimized Particle Shifting (OPS) for intra-phase regularity and Volume-Conservation Shifting (VCS) to control long-time volume drift. Incompressibility is enforced by combining Velocity-divergence Error Mitigation (VEM) with Hyperbolic/Parabolic Divergence Cleaning (HPDC), which together control both transient and cumulative divergence. The granular phase employs a regime-consistent visco-inertial rheology that unifies rate-dependent friction with effective-pressure regulation across dry, transitional, and submerged regimes. Verification and validation against two-fluid hydrostatics, a rotating patch, immersed granular collapse, and granular slide–tsunami benchmarks confirm that δR+-SPH achieves sharper interfaces, stronger energy and volume conservation, and reduced divergence compared to existing SPH variants. The numerical campaign also yields practical, phase-aware guidelines for shifting and stabilization that balance numerical accuracy and physical fidelity. Collectively, the framework improves the predictive reliability of landslide–tsunami simulations, supporting robust hazard assessment and engineering design.
利用光滑粒子流体力学(SPH)模拟滑坡产生的海啸受到多相相互作用、大密度比和状态转变的阻碍,这些转变会导致过度的数值耗散、界面涂抹和发散误差。本研究开发了一个保守的,界面感知的δR+-SPH框架,该框架将增量密度扩散与低耗散黎曼通量耦合以抑制振荡以保持能量。通过两阶段优化粒子移动(OPS)和体积守恒移动(VCS)来控制长时间体积漂移,减轻了粒子的无序性。不可压缩性是通过结合速度发散误差缓解(VEM)和双曲/抛物线发散清理(HPDC)来实现的,它们一起控制瞬时发散和累积发散。颗粒相采用一致的粘惯性流变学,将速率相关的摩擦与干燥、过渡和淹没状态下的有效压力调节结合起来。对双流体静力学、旋转斑块、浸没颗粒坍塌和颗粒滑动海啸基准的验证和验证证实,与现有的SPH变体相比,δR+-SPH具有更清晰的界面,更强的能量和体积守恒,以及更小的散度。数值运动也产生实用的,相位敏感的指导方针的转移和稳定,平衡数值精度和物理保真度。总的来说,该框架提高了滑坡-海啸模拟预测的可靠性,为可靠的灾害评估和工程设计提供了支持。
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引用次数: 0
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Computer Methods in Applied Mechanics and Engineering
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