Structural and Multidisciplinary Optimization

Article	Citations
Process simulation-informed topology optimization for formwork-based concrete casting	370
Robust design optimization using a non-intrusive second-order approximation of stochastic moments	181
Stress-based topology optimization with the parameterized level-set method based on radial basis functions	147
Topology optimization with a parametric level set method for double porosity poroelastic sound-absorbing structures	133
Static and dynamic topology optimization: an innovative unifying approach	81
Toward real-time optimization through model reduction and model discrepancy sensitivities	69
Integrated structural-electromagnetic modeling and optimization of a VLF Trideco antenna under multi-source loading	68
An effective approach for uncertainty analysis of power spectral density of stochastic vibration problems via B-spline theory and maximum entropy method	62
Concurrent optimization of actuator/sensor layout and control parameter on piezoelectric curved shells with active vibration control for minimizing transient noise	59
Automatic construction method for editable CAD models of isogeometric topology optimization results	55
A new initial point search algorithm for bayesian calibration with insufficient statistical information: greedy stochastic section search	55
Samples mining and optimization of simplified ship collision problem that based on unsupervised learning with surrogate models and information efficiency methodologies	54
Thermodynamic Topology Optimization of compliant mechanisms including a multi-objective approach to prevent one-node connections	50
Strength-constrained topology optimization considering static stress and fatigue using isogeometric analysis	49
Aerodynamic shape optimization with effective deep-learning-based geometric filtering: from a cylinder to a wing	48
On the potential use of performance bounds based on semidefinite programs for topology optimization	44
Uncertainty-based multi-disciplinary multi-objective design optimization of unmanned mining electric shovel	44
Bayesian optimization with hidden constraints for aircraft design	42
Product family design optimization considering manufacturing and assembly process costs	41
Projection-based model reduction using Pressio: application to hypersonic aerothermodynamics	39
Frequency-constrained topology optimization of an airfoil with variable supports using super-Gaussian function parameterization	38
Topology optimization of incompressible structures subject to fluid–structure interaction	38
Robust shape optimization under model uncertainty of an aircraft wing using proper orthogonal decomposition and inductive design exploration method	37
An Armijo-based hybrid step length release first order reliability method based on chaos control for structural reliability analysis	37
Enhanced Gaussian-mixture-model-based nonlinear probabilistic uncertainty propagation using Gaussian splitting approach	36

Computationally efficient topology optimization for the SynRMs based on the torque curve interpolation	36
Topology optimization under microscale uncertainty using stochastic gradients	35
A sequential global programming approach for two-scale optimization of homogenized multiphysics problems with application to Biot porous media	35
Layout optimization of truss structures by an improved Prairie Dog algorithm integrated with a monitored convergence curve	35
Stochastic analysis of a crash box under impact loading by an adaptive POD-PCE model	35
Topology optimization of thermal-fluid problem using the anisotropic material field series expansion approach	34
Crashworthiness study of aluminum/carbon fiber-reinforced polymer hybrid square tubes based on multivariable simulation and multi-objective optimization	33
An adaptive surrogate-based hybrid optimizer for constrained truss optimization	32
Multi-domain acoustic topology optimization based on the BESO approach: applications on the design of multi-phase material mufflers	32
Health index construction with feature fusion optimization for predictive maintenance of physical systems	32
Data-driven constrained optimization using dual-surrogate collaboration and subspace exploration	32
Multi-objective topology optimization design of aircraft spoiler based on level set method	32
Applications of multi-fidelity multi-output Kriging to engineering design optimization	31
Truss topology optimization for lightweight and stiff-oriented designs under local buckling constraints considering chain effects	31
Adjoint-assisted robust shape optimization of an idealized arterial bypass graft using the FOSM method	30
A general multi-fidelity metamodeling framework for models with various output correlation	29
Topology optimisation of fibre-reinforced composites accounting for buckling resistance and manufacturability	29
An engineering method of component type selection, topology and size optimization for complex structures	29
A sequential linear programming approach for truss optimization based on the uncertainty analysis-based data-driven computational mechanics (UA-DDCM)	29
Discrete variable topology optimization using multi-cut formulation and adaptive trust regions	28
Topology optimization for lift–drag problems incorporated with distributed unstructured mesh adaptation	28
Topology optimization of piezoelectric actuators using moving morphable void method	28
Wheel impact test by deep learning: prediction of location and magnitude of maximum stress	28
Topography optimisation using a reduced-dimensional model for convective heat transfer between plates with varying channel height and constant temperature	27
MATLAB implementations for 3D geometrically nonlinear topology optimization: 230-line code for SIMP method and 280-line code for MMB method	27
Topology optimization of connectable microstructure using enlarged connective domain	27
A new active learning Kriging method with pseudo Kriging strategy for structural reliability analysis	26
Generative method for aerodynamic optimization based on classifier-free guided denoising diffusion probabilistic model	26
Topology optimization of nonlinear structural dynamics with invariant manifold-based reduced order models	26
Incorporating bird strike crashworthiness requirements within the design of wing structures	25
Multi-objective robust optimization using adaptive surrogate models for problems with mixed continuous-categorical parameters	25
Topological derivatives for shell structure optimization considering crash loadcases with material nonlinearities and large deformations	25
Optimal design of retaining walls under seismic loading using a hybrid analytical–numerical approach	24
An open-source framework for large-scale transient topology optimization using PETSc	24
Digital twins for the designs of systems: a perspective	24
Combined topology and build orientation optimization for support structure minimization in additive manufacturing	24
Efficient 3D truss topology optimization for aeronautical structures	24
Shape and material optimization of problems with dynamically evolving interfaces applied to solid rocket motors	23
PDE parametric modeling with a two-stage MLP for aerodynamic shape optimization of high-speed train heads	23
Data-driven topology optimization for multiscale biomimetic spinodal design	23
A Kriging-assisted multi-stage evolutionary algorithm for expensive many-objective optimization problems	23
Structural topology optimization for crash intrusion control under contact	23
Layout optimization of multi-type dampers in structures under seismic excitation	23
Density-based topology optimization of thin plate structure with geometric nonlinearity using a three-dimensional corotational triangle element formulation	23
A maximum-rectifier-function approach to stress-constrained topology optimization	23
Applying extrinsic geometric constraints in the MMC framework	22
Robust design optimization for a nonlinear system via Bayesian neural network enhanced polynomial dimensional decomposition	22
Enhancing optimization strategies for the optimal design of cable prestress and cross-sectional areas for cable-stayed bridges	22
Topology optimization for 3D fluid diode design considering wall-connected structures	22
3D shape optimization of loudspeaker cabinets for uniform directivity	22

High-dimensional Bayesian optimization with a combination of Kriging models	22
Concurrent multi-scale optimization of macro- and micro-shapes of laminated porous shell structure	22
A topology optimization framework considering sintering in design for metal binder jetting additive manufacturing	22
An efficient MATLAB code for 3D topology optimization of continuous fiber-reinforced composite structures with spatially varying fiber orientations and volume fractions	21
Neural topology optimization: the good, the bad, and the ugly	21
Parametric encoding with attention and convolution mitigate spectral bias of neural partial differential equation solvers	21
Efficient large-scale 3D topology optimization with matrix-free MATLAB code	21
Vehicle suspension recommendation system: multi-fidelity neural network-based mechanism design optimization	21
Concurrent level set topology and fiber orientation optimization of fiber-reinforced composite structures	21
GridapTopOpt.jl: a scalable Julia toolbox for level set-based topology optimisation	21
A Kriging-assisted two-stage adaptive radial-based importance sampling method for random-interval hybrid reliability analysis	20
A co-optimization method of thermal-stress coupling 3D integrated system with through silicon via	20
Robust design optimization of structures with multimodal responses using Taylor expansions	20
Multiscale topology optimization via dual neural networks and cutting level sets with non-uniform parameterized microstructures	20
Novel methodology of fail-safe reliability-based topology optimization for large-scale marine structures	20
A component-adaptive insertion and deletion (CAID) method using variable width B-splines for explicit topology optimization	20
An efficient system reliability analysis method for flap mechanism under random-interval hybrid uncertainties	20
Partitioning a topology-optimized structure into additively manufacturable parts using a feature-mapping approach: a novel decomposition optimization method	19
Adaptive kriging model-based structural reliability analysis under interval uncertainty with incomplete data	19
Minimal length scale control in topology optimization of thin-walled tubular structures	19
Crashworthiness optimization method with desired energy absorption history for thin-walled aircraft structures	19
Reliability-based topology optimization of geometrically nonlinear structures considering non-probabilistic load parameter and geometric field uncertainties	19
A space-preserving data structure for isogeometric topology optimization in B-splines space	19
State estimation-based model predictive control: a multi-objective optimization strategy for horizontal vibration in ultra-high-speed elevator	19
Isogeometric topology optimization of structures using the overweight approach	19
On optimization of lightweight planar frame structures: an evolving ground structure approach	18
An adaptive correlation-based calibration method for parameters uncertainty quantification under small samples	18
Simultaneous shape and topology optimization of wings	18
Optimal design of steel–concrete composite bridge based on a transfer function discrete swarm intelligence algorithm	18
Seismic optimization of buckling-restrained brace mid-rise frames by metaheuristics and machine learning surrogative models	18
A boundary strip indicator for material distribution-based topology optimization	18
Density-based hole seeding in XFEM level-set topology optimization of fluid problems	18
A numerical study of reinforcement learning for acoustic topology optimization	18
Topology optimization using an eigenvector aggregate	18
A 168-line MATLAB code for topology optimization with the adaptive bubble method (ABM)	18
Bayesian optimization framework for mixed-variable wing structural design and optimization of tilt-duct aircraft	17
Level set topology optimization with sparse automatic differentiation	17
Topology optimization of additively manufactured continuous fiber-reinforced structures with constraints on fiber path geometry	17
Multiobjective optimization of an ionizer nozzle structure based on RSM and CFD	17
A fatigue-resistance topology optimization formulation for continua subject to general loads using rainflow counting	17
Toward digital twin development for additively manufactured turbine blades with experimental and analytical methods	17
Data-driven topology optimization of all-solid-state batteries considering conductive additive material informed by microstructure analysis	17
Automatic projection parameter increase for three-field density-based topology optimization	17
Topology optimization for minimum dynamic compliance using an antiresonant frequency constraint	17
Simultaneous optimization of topology and process parameters for laser-powder bed fusion additive manufacturing	17
Robust discrete variable topology optimization for continuum structures under load and material uncertainties	17
Multiscale structural concurrent fail-safe topology optimization	17
A new development of continuous/relaxed topology optimization method of binary structures (continuous/relaxed TOBS) with integer linear programming	17
Simultaneous optimisation of support structure regions and part topology for additive manufacturing	17
Matlab codes for 2D and 3D MMC-based natural frequency topology optimization	17
Dual surrogate-based optimization for expensive black-box multimodal problems using Louvain-identified niches for automatic space reduction	17
A parallel geometric multigrid method for adaptive topology optimization	17
Topology-optimized 3D infill generation using the ground structure method for material extrusion additive manufacturing	17
An augmented autoregressive nonlinear mapping multi-fidelity surrogate model construction method	17
Enhanced hybrid modeling for unmodeled vibration analysis of turbine windings with prior physical knowledge	17
An efficient 2D/3D NURBS-based topology optimization implementation using page-wise matrix operation in MATLAB	16
Peening pattern optimization with integer eigen-moment density for laser peen forming of complex shape	16
A simulation-based optimization approach for poultry axial exhaust fans to fulfill aerodynamic and mechanical service constraints	16
Multiscale topology optimization of an electromechanical dynamic energy harvester made of non-piezoelectric material	16
Topography optimisation using a reduced-dimensional model for transient conjugate heat transfer between fluid channels and solid plates with volumetric heat source	16
A novel null-hypothesis approximation method of limit state function in multi-failure mode reliability analysis of structural system	16
A level-set topology optimization of drag and lift problems incorporating unsteady flow field information	16
Surrogate-based integrated design of component layout and structural topology for multi-component structures	16
Manifold alignment-based multi-fidelity reduced-order modeling applied to structural analysis	16
A physics-informed autoencoder for digital twin development in offshore wind turbine installation	16
Multi-objective topology optimization of flow channels in liquid-cooled plates for battery thermal management system	16
Two-stage automatic structural design of steel frames based on parametric modeling and multi-objective optimization	16
A guided evolution strategy for discrete sizing optimization of space steel frames	16
Robust contact-constrained topology optimization considering uncertainty at the contact support	16
A new polynomial chaos expansion method for uncertainty analysis with aleatory and epistemic uncertainties	16
Fail-safe optimization concerning partial damage—a comparison of rigid plastic and linear elastic material models	16
Constrained Bayesian optimization for engineering bridge design	16
Topology optimization for fatigue reserve factors	16
B-DGTO: a new topology optimization approach enabling derivable signed distance feature in density method	15
Bayesian optimization for mixed-variable, multi-objective problems	15
Innovative tensegrity-based vascular stent design using multi-level optimization	15
A novel approach for obtaining optimum shape design with the minimum drag coefficient	15
Transfer learning in surrogate modeling with emphasis on aircraft design	15
Multidisciplinary structural optimization of novel high-aspect ratio composite aircraft wings	15
Mixed-integer, multi-objective layerwise optimization of variable-stiffness composites with gaps and overlaps	15

Spline-based shape optimization of large-scale composite leaf spring models using Bayesian strategies with multiple constraints	15
Constraint boundary pursuing-based surrogate-assisted differential evolution for expensive optimization problems with mixed constraints	15
Alternative variable-fidelity acquisition functions for efficient global optimization of black-box functions	15
Metamaterials design with a desired thermal expansion using a multi-material BESO method	15
3D Stress-constrained topology optimization via stabilized time-series moving morphable components approach	15
Optimized topology design of finned ducts for internal flow thermal performance by discrete variable eigenvalue-related optimization	15
A novel dynamic-candidate-pool-based sequential metamodel method for slope reliability analysis: Insights from optimization methodology	15
Leveraging automatic differentiation in modern machine learning frameworks for (neural) topology optimization	14
Integrated topology and nonlinear energy dissipation devices optimization of multi-story buildings under stochastic seismic excitation	14
An efficient method for predictive-failure-probability-based global sensitivity analysis	14
Hierarchical shape optimization for complex shell structures considering global and local shape perturbations	14
Intelligent optimization of stiffener unit cell via variational autoencoder-based feature extraction	14
On a level set and topological derivative-based strategy for connectivity constraints in topology optimization	14
Shape optimization of floating bridge pontoons with mooring constraints under wave actions	14
Inverse method for static load reconstruction with automatic filtering for optimal sensor placement	14
Dynamic-reliability-based topology optimization of large-span truss structures for vibration serviceability design under random human-induced loads	14
Suppressing grayscale for multiphysics topology optimization of multiphase piezoelectric materials and structures via a dual projection	14
High-dimensional mixed-categorical Gaussian processes with application to multidisciplinary design optimization for a green aircraft	14
A MATLAB code of node-based topology optimization in 3D arbitrary domain for additive manufacturing	14
Robust reliability-based topology optimization for stress-constrained continuum structures using polynomial chaos expansion	14
Physics-infused reduced-order modeling for analysis of multi-layered hypersonic thermal protection systems	14
A FreeFEM code for topological derivative-based structural optimization	14
Inverse design and optimization of a distorted-cell lattice material inspired by high-entropy alloys	14
A MATLAB topology optimization code to control the trajectory of particle in fluid	14
Sustainability-oriented multimaterial topology optimization: designing efficient structures incorporating environmental effects	14
Image fragmented learning for data-driven topology design	13
An insertability constraint for shape optimization	13
Turbine blade arc tenon/mortise structure and optimization method based on parameterized mesh deformation	13
Robust design optimization with limited data for char combustion	13
Topology optimization with text-guided stylization	13
Analysis and optimization for plunging forces of a drive-shaft system considering rough surface characteristics under hybrid uncertainty	13
Multi-material synergistic design of high-strength steel guardrails: integrating Qm850/Q355 alloys and energy-absorbing structures for enhanced safety and sustainability	13
Topology optimization of microstructures with perturbation analysis and penalty methods	13
On choosing interpolation domains and functions in topology optimization of multi-scale structures: a comparative study	13
Risk-based design optimization for powder bed fusion metal additive manufacturing	13
A bilayer optimization strategy of optimal sensor placement for parameter identification under uncertainty	13
Prediction of electrical performance and multi-physics field optimization model for log-periodic dipole antenna	13
Crashworthiness optimization of thin-walled tube structures with tailor-welded blank using targeting force–displacement method	13
Topology optimization of non-dispersive elastic metasurfaces for broadband high-numerical-aperture focusing	13
Topology optimization of multi-story buildings under fully non-stationary stochastic seismic ground motion	13
Uncertainty propagation analysis for an aviation accelerometer using an improved saddlepoint approximation method	13
Real-time sensing digital twin for aerospace structural health monitoring	13
Correction to: An interface-enriched generalized finite element method for level set-based topology optimization	13
Probabilistic failure path approach on optimal design of structures against sequential fatigue-induced failure	13
Reliability-based design optimization: a state-of-the-art review of its methodologies, applications, and challenges	13
An adaptive ensemble of surrogate models based on heuristic model screening	13
A subspace method for 3D multiscale heat sink modelling and optimization	13
Adaptive topology optimization of fail-safe truss structures	13
Connectivity-driven topology optimization for path-following compliant mechanism: a formulation with predictive volume constraints and adaptive strategies for gray element suppression	13
Topology and build orientation optimization for additive manufacturing considering build height and overhang area	13
Tobaco: topology optimization via band-limited coordinate networks for compositionally graded alloys	13
Gradient-based adaptive sampling framework and application in the laser-driven ion acceleration	12
Synthesis of phase-only thinned concentric elliptical antenna arrays based on the topology optimization continuous 0–1 differentiation	12
Optimisation of convolutional neural network architecture using genetic algorithm for the prediction of adhesively bonded joint strength	12
Machine learning-based method using adaptive differential evolution for optimizing nonlinear steel frames	12
A detailed introduction to density-based topology optimisation of fluid flow problems with implementation in MATLAB	12
Response tailoring of elasto-plastic trusses	12
Design optimization and validation for additive manufacturing: a satellite bracket application	12
Discretization-independent node-based shape optimization with the Vertex Morphing method using design variable scaling	12
Multi-fidelity error-estimate-based model management	12
Multi-objective branch-and-bound for the design-for-control of water distribution networks with global bounds	12
TOPress: a MATLAB implementation for topology optimization of structures subjected to design-dependent pressure loads	12
An efficient optimization method for transcendental eigenvalue problems based on mode count constraints and heuristic algorithm	12
Conditional diffusion models for the inverse design of lattice structures	12
A method for optimization against cure-induced distortion in composite parts	12
StructureGraph: a universal performance evaluation method for engineering structures via heterogeneous graph neural network	12
Mesh-based topology, shape and sizing optimization of ribbed plates	12
Multi-fidelity neural optimization machine for Digital Twins	12
A novel non-probabilistic reliability-based design optimization method using bilevel accelerated microbial genetic algorithm	12
Fast parallel active learning for reliability-based design optimization of magnetorheological damper-controlled structures	12
Multi-scale multi-resolution reinforcement learning topology optimization: application to elastic-wave metamaterial design	12
Parallelized complex method for multidisciplinary optimization of aeroelastic performance in thin-walled wing–engine system using bidirectional curvilinear fiber pathing	12
Improving performance and convergence in topology optimization for print-ready designs.	12
A novel learning function of adaptively updating Kriging model for reliability analysis under fuzzy uncertainty	12
Form-finding and determining geodesic seam lines using the updated weight method for tensile membrane structures with strut and anchorage supports	12
Multi-objective thermoelastic topology optimization using GPU-accelerated smoothed particle hydrodynamics	12
Topology optimization for energy dissipation structures based on shape memory alloys	12
Optimization approach for the core structure of a wind turbine blade	12
MPhys: a modular multiphysics library for coupled simulation and adjoint derivative computation	12
Discrete adjoint for coupled conjugate heat transfer	12
Application of Bayesian optimization for controlling particle behavior	12
A hybrid machine learning and evolutionary approach to material selection and design optimization for eco-friendly structures	12
Topology optimization of fluid flows under vorticity local constraints	11
Seismic optimization design of reinforced concrete frames: uniform displacement criterion	11
Large-scale topology optimization for dynamic problems using a repetitive substructuring approach	11
Game theory-based multi-material topology optimization	11
Taylor series approximations for faster robust topology optimization	11
Design and motion analysis of a leg mechanism of an unmanned deformable vehicle	11
An enhanced finite step length method for structural reliability analysis and reliability-based design optimization	11
Composite bayesian optimisation for multi-objective problems with smooth Tchebycheff scalarisation	11
On the application of the multigrid method to topology optimization with orthotropic material with varying orientation	11
Optimal design of magneto-responsive shape memory PCL/Fe3O4 nanocomposite stents considering biodegradation-dependent mechanical properties	11
Correction to: A t-SNE-based embedding for transfer optimisation with non-overlapping design variables	11
Design of graded cellular structures with data-driven inverse homogenization for microstructures with cubic symmetry	11
Crashworthiness analysis and design optimization of square aluminum/CFRP hybrid structures under quasi-static axial loading	11