International Journal for Numerical Methods in Engineering

Article	Citations
A mechanics‐informed artificial neural network approach in data‐driven constitutive modeling	89
Meshless physics‐informed deep learning method for three‐dimensional solid mechanics	73
Multiple‐GPU parallelization of three‐dimensional material point method based on single‐root complex	52
A spherical‐harmonic‐based approach to discrete element modeling of 3D irregular particles	49
Local versus global stress constraint strategies in topology optimization: A comparative study	42
An autoencoder‐based reduced‐order model for eigenvalue problems with application to neutron diffusion	38
A novel and effective way to impose boundary conditions and to mitigate the surface effect in state‐based Peridynamics	37
Mesh sampling and weighting for the hyperreduction of nonlinear Petrov–Galerkin reduced‐order models with local reduced‐order bases	33
Stability and failure of compressed thin‐walled composite columns using experimental tests and advanced numerical damage models	32
An efficient eight‐node quadrilateral element for free vibration analysis of multilayer sandwich plates	32
Tuned hybrid nonuniform subdivision surfaces with optimal convergence rates	30
Material modeling for parametric, anisotropic finite strain hyperelasticity based on machine learning with application in optimization of metamaterials	30
Enhanced physics‐informed neural networks for hyperelasticity	28
Robust topology optimization methodology for continuum structures under probabilistic and fuzzy uncertainties	26
Error control and loss functions for the deep learning inversion of borehole resistivity measurements	26
Extended B‐spline‐based implicit material point method	25
Quasi‐static fracture analysis by coupled three‐dimensional peridynamics and high order one‐dimensional finite elements based on local elasticity	25
A stabilized computational nonlocal poromechanics model for dynamic analysis of saturated porous media	23
Optimum design and thermal modeling for 2D and 3D natural convection problems incorporating level set‐based topology optimization with body‐fitted mesh	23
Computational multiphase periporomechanics for unguided cracking in unsaturated porous media	23
Isogeometric analysis of 3D solids in boundary representation for problems in nonlinear solid mechanics and structural dynamics	23
A corotational mixed flat shell finite element for the efficient geometrically nonlinear analysis of laminated composite structures	23
Deep learning‐based reduced order models for the real‐time simulation of the nonlinear dynamics of microstructures	21
Multiscale analysis of thermal problems in heterogeneous materials with Direct FE2 method	21
The arbitrary‐order virtual element method for linear elastodynamics models: convergence, stability and dispersion‐dissipation analysis	21

Improving efficiency and robustness of enhanced assumed strain elements for nonlinear problems	21
Efficient stress‐constrained topology optimization using inexact design sensitivities	21
On a novel full decoupling, linear, second‐order accurate, and unconditionally energy stable numerical scheme for the anisotropic phase‐field dendritic crystal growth model	21
A computationally tractable framework for nonlinear dynamic multiscale modeling of membrane woven fabrics	20
A k‐means clustering machine learning‐based multiscale method for anelastic heterogeneous structures with internal variables	19
On the use of graph neural networks and shape‐function‐based gradient computation in the deep energy method	19
Spectral Chebyshev method coupled with a high order continuation for nonlinear bending and buckling analysis of functionally graded sandwich beams	19
On non‐stationary polarization methods in FFT‐based computational micromechanics	18
Probabilistic learning on manifolds (PLoM) with partition	18
FFT‐based homogenization with mixed uniform boundary conditions	18
On approximation theory of nonlocal differential operators	18
A BEM broadband topology optimization strategy based on Taylor expansion and SOAR method—Application to 2D acoustic scattering problems	18
Discrete variable topology optimization for simplified convective heat transfer via sequential approximate integer programming with trust‐region	18
Machine learning based topology optimization of fiber orientation for variable stiffness composite structures	18
Modeling non‐isothermal two‐phase fluid flow with phase change in deformable fractured porous media using extended finite element method	18
A non‐linear non‐intrusive reduced order model of fluid flow by auto‐encoder and self‐attention deep learning methods	18
The shifted boundary method for solid mechanics	18
Molecular dynamics inferred transfer learning models for finite‐strain hyperelasticity of monoclinic crystals: Sobolev training and validations against physical constraints	17
DeepPhysics: A physics aware deep learning framework for real‐time simulation	17
On topology optimization of design‐dependent pressure‐loaded three‐dimensional structures and compliant mechanisms	17
Flaw classification and detection in thin‐plate structures based on scaled boundary finite element method and deep learning	17
Anderson‐accelerated polarization schemes for fast Fourier transform‐based computational homogenization	17
Lagrangian–Eulerian multidensity topology optimization with the material point method	16
A Koiter reduction technique for the nonlinear thermoelastic analysis of shell structures prone to buckling	16
Computational coupled large‐deformation periporomechanics for dynamic failure and fracturing in variably saturated porous media	16
Superposition‐based concurrent multiscale approaches for poromechanics	16
A generic energy‐conserving discrete element modeling strategy for concave particles represented by surface triangular meshes	16
ACanis lupusinspired upgraded Harris hawks optimizer for nonlinear, constrained, continuous, and discrete engineering design problem	16
Distillation of the material point method cell crossing error leading to a novel quadrature‐based C0 remedy	16
An efficient and locking‐free material point method for three‐dimensional analysis with simplex elements	15
Extended material point method for the three‐dimensional crack problems	15
Time‐domain scaled boundary perfectly matched layer for elastic wave propagation	15
Coupling of non‐ordinary state‐based peridynamics and finite element method with reduced boundary effect	15
An adaptive granular representative volume element model with an evolutionary periodic boundary for hierarchical multiscale analysis	15
Automatic generation of interpretable hyperelastic material models by symbolic regression	15
Identification of metallic objects using spectral magnetic polarizability tensor signatures: Object classification	15
A fast Fourier transform based method for computing the effective crack energy of a heterogeneous material on a combinatorially consistent grid	15
Scalable three‐dimensional hybrid continuum‐discrete multiscale modeling of granular media	15
An adaptive harmonic polynomial cell method with immersed boundaries: Accuracy, stability, and applications	15
Data‐driven solvers for strongly nonlinear material response	15
Nonlinear dimensionality reduction for parametric problems: A kernel proper orthogonal decomposition	14
The shifted fracture method	14
An efficient and robust structural reliability analysis method with mixed variables based on hybrid conjugate gradient direction	14
Topology optimization for three‐dimensional elastoplastic architected materials using a path‐dependent adjoint method	14
A total‐Lagrangian material point method for coupled growth and massive deformation of incompressible soft materials	14
Intelligent stiffness computation for plate and beam structures by neural network enhanced finite element analysis	14
A comparative study on different neural network architectures to model inelasticity	14
A unified numerical model for wetting of soft substrates	14
Reliability‐based topology optimization of continuum structure under buckling and compliance constraints	14
An identical second‐order single step explicit integration algorithm with dissipation control for structural dynamics	14

A greedy reduced basis algorithm for structural acoustic systems with parameter and implicit frequency dependence	14
Conversion of explicit microplane model with boundaries to a constitutive subroutine for implicit finite element programs	14
Consistency of the full and reduced order models for evolve‐filter‐relax regularization of convection‐dominated, marginally‐resolved flows	14
Accessibility of support structures in topology optimization for additive manufacturing	14
3D formulation of the deformable discrete element method	13
Thermo‐elastic topology optimization with stress and temperature constraints	13
Deep learning phase‐field model for brittle fractures	13
A neural network‐enhanced reproducing kernel particle method for modeling strain localization	13
Combining dynamic XFEM with machine learning for detection of multiple flaws	13
Finite element modeling of electro‐viscoelasticity in fiber reinforced electro‐active polymers	13
Computing the effective response of heterogeneous materials with thermomechanically coupled constituents by an implicit fast Fourier transform‐based approach	13
An automatic perfectly matched layer for acoustic finite element simulations in convex domains of general shape	13
The extended peridynamic model for elastoplastic and/or fracture problems	13
Mixed formulation of physics‐informed neural networks for thermo‐mechanically coupled systems and heterogeneous domains	13
Leveraging ray tracing cores for particle‐based simulations on GPUs	13
A C1‐continuous time domain spectral finite element for wave propagation analysis of Euler–Bernoulli beams	13
Generalized shape optimization of transient vibroacoustic problems using cut elements	13
A unified algorithm for the selection of collocation stencils for convex, concave, and singular problems	13
Adaptive topology optimization under suitably graded THB‐spline refinement and coarsening	13
Algebraic multigrid methods for saddle point systems arising from mortar contact formulations	13
A novel adaptive mesh refinement scheme for the simulation of phase‐field fracture using trimmed hexahedral meshes	13
Multicomponent topology optimization of functionally graded lattice structures with bulk solid interfaces	12
On concurrent multiscale topology optimization for porous structures under hygro‐thermo‐elastic multiphysics with considering evaporation	12
Coupling between cohesive element method and node‐to‐segment contact algorithm: Implementation and application	12
Quantification and reduction of uncertainties in a wind turbine numerical model based on a global sensitivity analysis and a recursive Bayesian inference approach	12
A micromechanics‐based recurrent neural networks model for path‐dependent cyclic deformation of short fiber composites	12
A nonintrusive nonlinear model reduction method for structural dynamical problems based on machine learning	12
Novel solution framework for inverse problem considering interval uncertainty	12
A‐stable linear two‐step time integration methods with consistent starting and their equivalent single‐step methods in structural dynamics analysis	12
Computational homogenization of higher‐order continua	12
A total Lagrangian, objective and intrinsically locking‐free Petrov–Galerkin SE(3) Cosserat rod finite element formulation	11
Image‐based simulation of complex fracture networks by numerical manifold method	11
Virtual displacement based discontinuity layout optimization	11
A variational formulation for motion design of adaptive compliant structures	11
A three‐dimensional hybrid finite element — spectral boundary integral method for modeling earthquakes in complex unbounded domains	11
Efficient computation of the magnetic polarizabiltiy tensor spectral signature using proper orthogonal decomposition	11
A data‐driven bond‐based peridynamic model derived from group method of data handling neural network with genetic algorithm	11
Efficient finite difference formulation of a geometrically nonlinear beam element	11
Stabilized formulation for phase‐field fracture in nearly incompressible hyperelasticity	11
Benchmarking preconditioned boundary integral formulations for acoustics	11
Shape optimization method for strength design problem of microstructures in a multiscale structure	11
A particle‐continuum coupling method for multiscale simulations of viscoelastic–viscoplastic amorphous glassy polymers	11
A nonperiodic Chebyshev spectral method avoiding penalization techniques for a class of nonlinear peridynamic models	10
A dual decomposition of the closest point projection in incremental elasto‐plasticity using a mixed shell finite element	10
A consistent and versatile computational approach for general fluid‐structure‐contact interaction problems	10
Non‐intrusive reduced‐order modeling using convolutional autoencoders	10
Simultaneous topology and machine orientation optimization for multiaxis machining	10
A Newton iteration‐based interval analysis method for nonlinear structural systems with uncertain‐but‐bounded parameters	10
Stress‐constrained concurrent topology optimization of two‐scale hierarchical structures	10
A micropolar shell model for hard‐magnetic soft materials	10
On the effectiveness of the Moulinec–Suquet discretization for composite materials	10
A level set model for stress‐dependent corrosion pit propagation	10
Efficient and robust numerical treatment of a gradient‐enhanced damage model at large deformations	10
Computational modeling and data‐driven homogenization of knitted membranes	10
Fourier transform approach to nonperiodic boundary value problems in porous conductive media	10
Voxel‐based finite elements with hourglass control in fast Fourier transform‐based computational homogenization	10
A re‐evaluation of overshooting in time integration schemes: The neglected effect of physical damping in the starting procedure	10
The Schwarz alternating method for transient solid dynamics	10
Incompressible flow modeling using an adaptive stabilized finite element method based on residual minimization	10
Proposal of a modified optimality criteria method for topology optimization analysis in 3‐dimensional dynamic oscillation problems	10
Bézier extraction based isogeometric approach to multi‐objective topology optimization of periodic microstructures	10
Identification of metallic objects using spectral magnetic polarizability tensor signatures: Object characterisation and invariants	10
Phase‐field modeling of brittle fracture along the thickness direction of plates and shells	10
Superconvergence of the effective Cauchy stress in computational homogenization of inelastic materials	10
A decoupling scheme for two‐scale finite thermoviscoelasticity with thermal and cure‐induced deformations	10
3D simulation of complex fractures with a simple mesh	9
Electroelastic analysis of two‐dimensional ultrathin layered piezoelectric films by an advanced boundary element method	9
Topologically optimal design and failure prediction using conditional generative adversarial networks	9
A strategy for avoiding spurious localized buckling modes in topology optimization	9
A nonsmooth generalized‐alpha method for mechanical systems with frictional contact	9
An efficient method for estimating failure probability bounds under random‐interval mixed uncertainties by combining line sampling with adaptive Kriging	9
An efficient hybrid reliability analysis method based on active learning Kriging model and multimodal‐optimization‐based importance sampling	9
Vibration analysis of piezoelectric Kirchhoff–Love shells based on Catmull–Clark subdivision surfaces	9
Mapped shape optimization method for the rational design of cellular mechanical metamaterials under large deformation	9
A ternary phase‐field model for wetting of soft elastic structures	9
Topology optimization of thermo‐elastic structures considering stiffness, strength, and temperature constraints over a wide range of temperatures	9
A novel fully decoupled scheme with second‐order time accuracy and unconditional energy stability for the Navier‐Stokes equations coupled with mass‐conserved Allen‐Cahn phase‐field model of two‐phase	9
Superaccurate effective elastic moduli via postprocessing in computational homogenization	9
A simultaneous space‐time discretization approach to the inverse dynamics of geometrically exact strings	9
Explicit structural topology optimization using boundary element method‐based moving morphable void approach	9

A novel phase‐field based cohesive zone model for modeling interfacial failure in composites	9
A multifidelity approach coupling parameter space reduction and nonintrusive POD with application to structural optimization of passenger ship hulls	9
Circumventing volumetric locking in explicit material point methods: A simple, efficient, and general approach	9
Concurrent topology optimization for thermoelastic structures with random and interval hybrid uncertainties	9
Consistent modeling of the coupling between crystallographic slip and martensitic phase transformation for mechanically induced loadings	9
The Minkowski overlap and the energy‐conserving contact model for discrete element modeling of convex nonspherical particles	9
Solving the discretised neutron diffusion equations using neural networks	9
Cluster based nonuniform transformation field analysis: An efficient homogenization for inelastic heterogeneous materials	9
The reformulated Koiter–Newton method for thermal–mechanical buckling and postbuckling analysis of thin‐walled structures	9
A highly efficient method for structural model reduction	9
On sparse regression, Lp‐regularization, and automated model discovery	9
On Shannon entropy computations in selected plasticity problems	9
Deep learned one‐iteration nonlinear solver for solid mechanics	9
“Touch‐aware” contact model for peridynamics modeling of granular systems	9
A comprehensive implicit substepping integration scheme for multisurface plasticity	8
Preserving general physical properties in model reduction of dynamical systems via constrained‐optimization projection	8
Modeling fracture propagation in a rock‐water‐air system with the assumed enhanced strain method	8
Least‐squares virtual element method for the convection‐diffusion‐reaction problem	8
A Fragile Points Method, with an interface debonding model, to simulate damage and fracture of U‐notched structures	8
A novel primal‐dual eigenstress‐driven method for shakedown analysis of structures	8
Multiresolution Daubechies finite wavelet domain method for transient dynamic wave analysis in elastic solids	8
A novel numerical strategy for modeling the moving boundary value problem of electrochemical machining	8
On the computational treatment of fully coupled crystal plasticity slip and martensitic transformation constitutive models at finite strains	8
A proper generalized decomposition based Padé approximant for stochastic frequency response analysis	8
The boundary element method of peridynamics	8
An iterative scheme of flexibility‐based component mode synthesis with higher‐order residual modal compensation	8
Limit analysis of masonry walls using discontinuity layout optimization and homogenization	8
An acoustic Riemann solver for large strain computational contact dynamics	8
A stabilized cell‐based smoothed finite element method against severe mesh distortion in non‐Newtonian fluid–structure interaction	8
A mesh insensitive finite element method to compute statical stability curve of floating bodies with arbitrary configurations based on a force‐oriented approach	8
Extended B‐spline‐based implicit material point method enhanced by F‐bar projection method to suppress pressure oscillation	8
Numerical implementation and validation of a porous approach for fluid–structure interaction applied to pressurized water reactors fuel assemblies under axial water flow and dynamic excitation	8
Plastic work constrained elastoplastic topology optimization	8
An algorithm for generating microstructures of fiber‐reinforced composites with long fibers	8
Spatial and temporal constraints of the cohesive modeling: A unified criterion for fluid‐driven fracture	8
Stress‐constrained multiscale topology optimization with connectable graded microstructures using the worst‐case analysis	8
An XFEM multilayered heaviside enrichment for fracture propagation with reduced enhanced degrees of freedom	8
A refinement indicator for adaptive quasicontinuum approaches for structural lattices	8
Peridynamic bond‐associated correspondence model: Wave dispersion property	8
Lagrangian radial basis function‐based particle hydrodynamics method and its application for viscous flows	8
A fully second‐order homogenization formulation for the multi‐scale modeling of heterogeneous materials	8
Peridynamic bond‐associated correspondence model: Reformulation and comparison study	8
Critical time step for discrete element method simulations of convex particles with central symmetry	8
On the edge element boundary element method/finite element method coupling for time harmonic electromagnetic scattering problems	8
A hybrid level set method for the integrated optimization of structural topology and multicomponent layout	8
Dynamic cracking simulation by the nonlocal macro‐meso‐scale damage model for isotropic materials	8
A global eigenvalue reassignment method for the stabilization of nonlinear reduced‐order models	8
A novel reduced‐order modeling method for nonlinear buckling analysis and optimization of geometrically imperfect cylinders	8
A methodology to control numerical dissipation characteristics of velocity based time discontinuous Galerkin space‐time finite element method	8
Finite temperature atomistic‐informed crystal plasticity finite element modeling of single crystal tantalum (α‐Ta) at micron scale	8
Subdivision based isogeometric analysis for geometric flows	8
3D viscoelastic computational grains with spherical inclusions with or without interphases/coatings for micromechanical modeling of heterogeneous materials	7
Length scale control schemes for bi‐directional evolutionary structural optimization method	7
Automatically adaptive stabilized finite elements and continuation analysis for compaction banding in geomaterials	7
A blended shifted‐fracture/phase‐field framework for sharp/diffuse crack modeling	7
An extended finite element method with polygonal enrichment shape functions for crack propagation and stiff interfaceproblems	7
Hybrid equilibrium element with high‐order stress fields for accurate elastic dynamic analysis	7
Extending CAS elements to remove shear and membrane locking from quadratic NURBS‐based discretizations of linear plane Timoshenko rods	7
An improved stress recovery technique for the unfitted finite element analysis of discontinuous gradient fields	7
Virtual elements on agglomerated finite elements to increase the critical time step in elastodynamic simulations	7
Solving variational inequalities and cone complementarity problems in nonsmooth dynamics using the alternating direction method of multipliers	7
Momentum‐based accelerated mirror descent stochastic approximation for robust topology optimization under stochastic loads	7
Reduced order mathematical homogenization method for polycrystalline microstructure with microstructurally small cracks	7
Topology optimization for realizing tailored self‐collimation in phononic crystals	7
Cellular topology optimization on differentiable Voronoi diagrams	7
An adaptive model order reduction method for nonlinear seismic analysis of civil structures based on the elastic–plastic states	7
A nonlocal interface approach to peridynamics exemplified by continuum‐kinematics‐inspired peridynamics	7
A stabilized parametric level‐set XFEM topology optimization method for thermal‐fluid problem	7
Data‐physics driven reduced order homogenization	7
Simple strategy toward tailoring fracture properties of brittle architected materials	7
Submodeling in wear predictive finite element models with multipoint contacts	7
Disciplinary proper orthogonal decomposition and interpolation for the resolution of parameterized multidisciplinary analysis	7
Meshless fragile points methods based on Petrov‐Galerkin weak‐forms for transient heat conduction problems in complex anisotropic nonhomogeneous media	7
A time‐discontinuous peridynamic method for transient problems involving crack propagation	7
A nonsmooth method for spatial frictional contact dynamics of flexible multibody systems with large deformation	7
Hourglassing‐ and locking‐free mesh distortion insensitive Petrov–Galerkin EAS element for large deformation solid mechanics	7
Weak enforcement of interface continuity and generalized periodicity in high‐order electromechanical problems	7
Hybrid multi‐objective optimization algorithm using Taylor series model and Spider Monkey Optimization	7
Consistent splitting schemes for incompressible viscoelastic flow problems	7
An inverse procedure for identification of loads applied to a fractured component using a meshfree method	7
Employing phase‐field descriptions of cohesive zone placements in cohesive fracture simulations	7
Modified space‐time radial basis function collocation method for long‐time simulation of transient heat conduction in3Danisotropic composite materials	7
An accurate porosity‐velocity‐concentration approach for solving reactive mass transport problems involving chemical dissolution in fluid‐saturated porous media with arbitrarily initial porosity distr	7
X‐IGALME: Isogeometric analysis extended with local maximum entropy for fracture analysis	7
A fresh look at the dynamics of a flexible body application to substructuring for flexible multibody dynamics	7
On a marching level‐set method for extended discontinuous Galerkin methods for incompressible two‐phase flows: Application to two‐dimensional settings	7
Phase field modeling of coupled crystal plasticity and deformation twinning in polycrystals with monolithic and splitting solvers	7
A generalized discrete fiber angle optimization method for composite structures: Bipartite interpolation optimization	7
3D thermoelastic solids under non‐linear interface thermal and orthotropic frictional contact conditions	7
Preconditioned least‐squares Petrov–Galerkin reduced order models	7
A total‐strain based orthotropic continuum model for the cyclic nonlinear behavior of unreinforced brick masonry structures	7
Embedded Trefftz discontinuous Galerkin methods	6
Coupled peridynamic model for geometrically nonlinear deformation and fracture analysis of slender beam structures	6
An efficient 4‐node facet shell element for the modified couple stress elasticity	6
Computationally efficient finite element formulation for blood flow analysis in multi‐layered aorta modeled as viscoelastic material	6