Computers & Structures

Article	Citations
A hybrid computational intelligence approach for structural damage detection using marine predator algorithm and feedforward neural networks	80
Chaotic coyote algorithm applied to truss optimization problems	72
Machine learning based digital twin for dynamical systems with multiple time-scales	71
Convolutional networks and transformers for intelligent road tunnel investigations	61
A new comprehensive model of damage for flexural subassemblies prone to fatigue	61
High correlated variables creator machine: Prediction of the compressive strength of concrete	50
Parameter free Jaya algorithm for truss sizing-layout optimization under natural frequency constraints	49
Estimating model inadequacy in ordinary differential equations with physics-informed neural networks	47
Kernel principal component analysis-based Gaussian process regression modelling for high-dimensional reliability analysis	47
Numerical limit analysis-based modelling of masonry structures subjected to large displacements	43
Online structural health monitoring by model order reduction and deep learning algorithms	42
An efficient localized Trefftz-based collocation scheme for heat conduction analysis in two kinds of heterogeneous materials under temperature loading	41
Deep learning techniques for predicting nonlinear multi-component seismic responses of structural buildings	41
Machine learning-based prediction of seismic limit-state capacity of steel moment-resisting frames considering soil-structure interaction	40
A field-enriched finite element method for simulating the failure process of rocks with different defects	38
Attention-based LSTM (AttLSTM) neural network for Seismic Response Modeling of Bridges	38
A novel family of multiple springs models suitable for biaxial rate-independent hysteretic behavior	37
Development of interpretable, data-driven plasticity models with symbolic regression	37
DNN2: A hyper-parameter reinforcement learning game for self-design of neural network based elasto-plastic constitutive descriptions	37
Static homotopy response analysis of structure with random variables of arbitrary distributions by minimizing stochastic residual error	33
SHM under varying environmental conditions: an approach based on model order reduction and deep learning	32
Robust topology optimization for structures under bounded random loads and material uncertainties	32
Mesoscale computational modeling of concrete-like particle-reinforced composites with non-convex aggregates	32
Simultaneous design of the topology and the build orientation of Wire-and-Arc Additively Manufactured structural elements	32
Classical molecular dynamics simulations of the deformation of metals under uniaxial monotonic loading: A review	31

Inverse differential quadrature method for structural analysis of composite plates	30
An enhanced Forensic-Based Investigation algorithm and its application to optimal design of frequency-constrained dome structures	29
Recurrent neural network-based multiaxial plasticity model with regularization for physics-informed constraints	29
Coupled PD-SPH modeling for fluid-structure interaction problems with large deformation and fracturing	28
A multi-scale attention neural network for sensor location selection and nonlinear structural seismic response prediction	28
Shear wall layout optimization strategy for high-rise buildings based on conceptual design and data-driven tabu search	28
Multi-parameter identification of concrete dam using polynomial chaos expansion and slime mould algorithm	28
A framework based on physics-informed neural networks and extreme learning for the analysis of composite structures	28
An open-source FEniCS-based framework for hyperelastic parameter estimation from noisy full-field data: Application to heterogeneous soft tissues	27
Neural network-aided prediction of post-cracking tensile strength of fibre-reinforced concrete	27
Improved slime mould algorithm with elitist strategy and its application to structural optimization with natural frequency constraints	26
Seismic vulnerability assessment of existing school buildings	26
Micromechanical simulations of additively manufactured aluminum alloys	26
Machine learning-based prediction of residual drift and seismic risk assessment of steel moment-resisting frames considering soil-structure interaction	26
H∞	26
Neural network ensemble-based sensitivity analysis in structural engineering: Comparison of selected methods and the influence of statistical correlation	26
Free vibration of sigmoid functionally graded plates using the dynamic stiffness method and the Wittrick-Williams algorithm	25
Multiobjective design optimization of CFRP isogrid tubes using sunflower optimization based on metamodel	24
3-D virtual design and microstructural modeling of asphalt mixture based on a digital aggregate library	24
Optimizing the seismic response of base-isolated liquid storage tanks using swarm intelligence algorithms	24
An all-movable rudder designed by thermo-elastic topology optimization and manufactured by additive manufacturing	23
New insights into the β1/β2-Bathe time integration scheme when L-stable	23
Application of pool-based active learning in reducing the number of required response history analyses	23
Isogeometric analysis of size-dependent Bernoulli–Euler beam based on a reformulated strain gradient elasticity theory	23
Weighted finite element method for elasticity problem with a crack	23
Finite element network analysis: A machine learning based computational framework for the simulation of physical systems	22
Linear eigenvalue analysis of laminated thin plates including the strain gradient effect by means of conforming and nonconforming rectangular finite elements	22
Structural health monitoring of civil structures: A diagnostic framework powered by deep metric learning	21
Asymptotic homogenization of effective thermal-elastic properties of concrete considering its three-dimensional mesostructure	21
Bending behavior of strain hardening cementitious composites based on the combined fiber-interface constitutive model	21
Shape control and design of aeronautical configurations using shape memory alloy actuators	21
Multi-objective optimum design of truss structures using differential evolution algorithms	21
On distribution-based global sensitivity analysis by polynomial chaos expansion	20
A unifying framework for form-finding and topology-finding of tensegrity structures	20
Topology optimization of elasto-plastic structures under reliability constraints: A first order approach	20
Selecting the load at the intermediate time point of the ρ∞-Bathe time integration scheme	19
Assessing the safety of vaulted masonry structures using thrust network analysis	19
A robust four-node quadrilateral element for laminated composite and sandwich plates based on Refined Zigzag Theory	19
Concurrent topology optimization of cellular structures and anisotropic materials	19
Accurate solution of wave propagation problems in elasticity	19
Parallel domain discretization algorithm for RBF-FD and other meshless numerical methods for solving PDEs	19
Multiscale topology optimization of 3D structures: A micro-architectured materials database assisted strategy	19
Predicting shear failure in reinforced concrete members using a three-dimensional peridynamic framework	19
Solid and 3D beam finite element models for the nonlinear elastic analysis of helical strands within a computational homogenization framework	18
A genetic algorithm-based framework for seismic retrofitting cost and expected annual loss optimization of non-conforming reinforced concrete frame structures	18
Adaptive enriched geometry independent field approximation for 2D time-harmonic acoustics	18
An iterative equivalent linearization approach for stochastic sensitivity analysis of hysteretic systems under seismic excitations based on explicit time-domain method	18
A method for generating finite element models of wood boards from X-ray computed tomography scans	18
Comparison of three novel hybrid metaheuristic algorithms for structural optimization problems	18
Isogeometric bending and free vibration analyses of carbon nanotube-reinforced magneto-electric-elastic microplates using a four variable refined plate theory	18

A hybrid macro-modelling strategy with multi-objective calibration for accurate simulation of multi-ring masonry arches and bridges	18
A Dynamic Partitioning Method to solve the vehicle-bridge interaction problem	17
Transient wave propagations with the Noh-Bathe scheme and the spectral element method	17
Multiscale analysis of out-of-plane masonry elements using different structural models at macro and microscale	17
Controlling wave propagation in one-dimensional structures through topology optimization	17
Meso-scale modeling of concrete cracking induced by 3D corrosion expansion of helical strands	17
Efficient thermal simulation of large-scale metal additive manufacturing using hot element addition	17
Real-time prediction of key monitoring physical parameters for early warning of fire-induced building collapse	17
A data mining method for structure design with uncertainty in design variables	17
Traffic-induced bridge displacement reconstruction using a physics-informed convolutional neural network	17
Stacking sequence optimization of doubly-curved laminated composite shallow shells for maximum fundamental frequency by sequential permutation search algorithm	17
A path-dependent level set topology optimization with fracture criterion	16
Delamination identification in sandwich composite structures using machine learning techniques	16
Subset simulation for problems with strongly non-Gaussian, highly anisotropic, and degenerate distributions	16
On the convergence of overlapping elements and overlapping meshes	16
A fully Lagrangian formulation for fluid-structure interaction problems with free-surface flows and fracturing solids	16
A novel decoupling dynamic method with third-order accuracy and controllable dissipation	16
Nonlinear buckling instabilities of interspersed railway tracks	15
A finite element methodology to model flexible tracks with arbitrary geometry for railway dynamics applications	15
A reduced modal subspace approach for damped stochastic dynamic systems	15
Effective elastic and fracture properties of regular and irregular masonry from nonlinear homogenization	15
Repartitioning-based aggregate generation method for fast modeling 3D mesostructure of asphalt concrete	15
Finite strain FE2 analysis with data-driven homogenization using deep neural networks	15
Prediction of seismic damage spectra using computational intelligence methods	15
Time splitting ratio in the ρ∞-Bathe time integration method for higher-order accuracy in structural dynamics and heat transfer	15
Multiscale design of coated structures with periodic uniform infill for vibration suppression	15
Gradient-based multi-hazard optimization of MTMDs for tall buildings	15
A continuous energy-based numerical approach to predict fracture mechanisms in masonry structures: CDF method	15
Computational modeling of three-dimensional mixed mode-I/II/III fatigue crack growth problems and experiments	15
Numerical simulation of interfacial and subinterfacial crack propagation by using extended peridynamics	14
A displacement-controlled arc-length solution scheme	14
Level set-based topology optimization for compliance and stress minimization of shell structures using trimmed quadrilateral shell meshes	14
Stable node-based smoothed extended finite element method for fracture analysis of structures	14
Safety analysis of high-speed trains on bridges under earthquakes using a LSTM-RNN-based surrogate model	14
An enhancement of overlapping finite elements	14
Simple lower bound limit analysis model for masonry double curvature structures	14
A unified material interpolation for topology optimization of multi-materials	14
Surrogate neural network model for sensitivity analysis and uncertainty quantification of the mechanical behavior in the optical lens-barrel assembly	14
Interfacial debonding constitutive model and XFEM simulation for mesoscale concrete	14
Hysteresis modeling of timber-based structural systems using a combined data and model-driven approach	14
From solid to disconnected state and back: Continuum modelling of granular flows using material point method	14
Machine learning in multiscale modeling of spatially tailored materials with microstructure uncertainties	13
Return mapping with a line search method for integrating stress of the distortional hardening law with differential softening	13
Probabilistic machine learning based predictive and interpretable digital twin for dynamical systems	13
A random search for discrete robust design optimization of linear-elastic steel frames under interval parametric uncertainty	13
Multipoint stochastic approach to localization of microscale elastic behavior of random heterogeneous media	13
Genetic algorithm using probabilistic-based natural selections and dynamic mutation ranges in optimizing precast beams	13
Transfer learning Gaussian process regression surrogate model with explainability for structural reliability analysis under variation in uncertainties	13
Transfer prior knowledge from surrogate modelling: A meta-learning approach	13
On the free vibrations of locally-resonant structures	13
A single step optimization method for topology, size and shape of trusses using hybrid differential evolution and symbiotic organisms search	12
Numerical modelling of the mechanical behaviour of rubbercrete	12
Numerical models comparison for fluid-viscous dampers: Performance investigations through Genetic Algorithm	12
Discontinuous zone free element method with variable condensation and applications in thermal-stress analysis of functionally graded material structures with cracks	12
Stress and stiffness-based topology optimization of two-material thermal structures	12
The subspace iteration method for nonlinear eigenvalue problems occurring in the dynamics of structures with viscoelastic elements	12
Non-stationary signal decomposition approach for harmonic responses detection in operational modal analysis	12
A form-finding approach for the conceptual design of air-supported structures using 3D graphic statics	12
A reanalysis-based multi-fidelity (RBMF) surrogate framework for efficient structural optimization	12
Reliability based bi-directional evolutionary topology optimization of geometric and material nonlinear analysis with imperfections	12
Hybrid asynchronous SEM/FEM co-simulation for seismic nonlinear analysis of concrete gravity dams	12
A practical three-dimensional wheel-rail interaction element for dynamic response analysis of vehicle-track systems	12
Topology optimization of coated structures with layer-wise graded lattice infill for maximizing the fundamental eigenfrequency	12
Efficient decoupling approach for reliability-based optimization based on augmented Line Sampling and combination algorithm	11
A 10-node tetrahedral element with condensed Lagrange multipliers for the modified couple stress theory	11
A novel self-adversarial training scheme for enhanced robustness of inelastic constitutive descriptions by neural networks	11
Generalized beam theory-based advanced beam finite elements for linear buckling analyses of perforated thin-walled members	11
Graphic statics in a continuum: Strut-and-tie models for reinforced concrete	11
Crack detection in Mindlin-Reissner plates under dynamic loads based on fusion of data and models	11
A linearity-preserving finite volume scheme with a diamond stencil for the simulation of anisotropic and highly heterogeneous diffusion problems using tetrahedral meshes	11
Data-driven algorithm based on the scaled boundary finite element method and deep learning for the identification of multiple cracks in massive structures	11
A diffuse interface model of reactive-fluids and solid-dynamics	11
Reduced order models of elastic glass plate under low velocity impact	11
A comparison of the state of the art models for constitutive modelling of concrete	11
A deep ensemble learning-driven method for the intelligent construction of structural hysteresis models	11
A framework to automate the design of digitally-fabricated timber plate structures	11
A sequential simulation strategy for response bounds analysis of structures with interval uncertainties	11
Selection of element-wise shell kinematics using neural networks	11
Automated formulation and resolution of limit analysis problems	11
Tunnel deformation prediction during construction: An explainable hybrid model considering temporal and static factors	11

Fail-safe optimization of tubular frame structures under stress and eigenfrequency requirements	11
An efficient semi-analytical formulation for the Lamb-like waves in layered waveguides based on global discretization	11
Efficient split-step schemes for fluid–structure interaction involving incompressible generalised Newtonian flows	11
Data-driven prediction of critical flutter velocity of long-span suspension bridges using a probabilistic machine learning approach	11
Condition assessment of a concrete filled steel tube arch bridge using in-situ vibration measurements and an Improved Artificial Fish Swarm Algorithm	11
Analytical approach for the design and optimal allocation of shape memory alloy dampers in three-dimensional nonlinear structures	11
Multimode coupled nonlinear flutter analysis for long-span bridges by considering dependence of flutter derivatives on vibration amplitude	11
Space-Time Isogeometric Analysis for linear and non-linear elastodynamics	11
An active-learning reliability method based on support vector regression and cross validation	10
A proper generalized decomposition-based harmonic balance method with arc-length continuation for nonlinear frequency response analysis	10
Deep learning-based reconstruction of missing long-term girder-end displacement data for suspension bridge health monitoring	10
A review of peridynamic theory and nonlocal operators along with their computer implementations	10
Attention mechanism based neural networks for structural post-earthquake damage state prediction and rapid fragility analysis	10
Efficient modelling of beam-like structures with general non-prismatic, curved geometry	10
Bayesian probabilistic propagation of hybrid uncertainties: Estimation of response expectation function, its variable importance and bounds	10
A non-uniform cellular automata framework for topology and sizing optimization of truss structures subjected to stress and displacement constraints	10
An orthotropic multi-surface damage-plasticity FE-formulation for wood: Part I – Constitutive model	10
Finite element formulation of a homogenized beam for reticulated structure dynamics	9
Probabilistic neural networks that predict compressive strength of high strength concrete in mass placements using thermal history	9
Physics-informed deep neural networks for simulating S-shaped steel dampers	9
Development of locally homogeneous finite element model for simulating the mesoscale structure of asphalt mixture	9
Damage-driven strain localisation in networks of fibres: A computational homogenisation approach	9
The strain-smoothed MITC3+ shell element in nonlinear analysis	9
An efficient finite strain constitutive model for amorphous thermoplastics: Fully implicit computational implementation and optimization-based parameter calibration	9
Robust topology optimization of continuum structures under uncertain partial collapses	9
Additional overlapping finite elements – The pyramid and prism elements	9
Nonlinear forced vibration and stability analysis of nonlinear systems combining the IHB method and the AFT method	9
Optimization of extradosed concrete bridges subjected to seismic action	9
A sequential finite element model updating routine to identify creep parameters for filament wound composite cylinders in aggressive environments	9
A sub-stepping iterative constitutive model for cyclic cracking-crushing-shearing in masonry interface elements	9
A numerical method to determine the displacement spectrum of micro-plates in viscous fluids	9
A new method for designing piezo transducers with connected two-phase electrode	9
Frequency dependent mass and stiffness matrices of bar and beam elements and their equivalency with the dynamic stiffness matrix	9
Nonlocal damage and interface modeling approach for the micro-scale analysis of FRCM	9
On the performance evaluation of stochastic finite elements in linear and nonlinear problems	9