Computer Methods in Applied Mechanics and Engineering

Article	Citations
Machine learning for preconditioning elliptic equations in porous microstructures: A path to error control	1899
Physics-informed machine learning in asymptotic homogenization of elliptic equations	593
A machine learning-based viscoelastic–viscoplastic model for epoxy nanocomposites with moisture content	559
Diffusion maps-aided Neural Networks for the solution of parametrized PDEs	525
On nonlocal-deformation-field-driven bond-based peridynamics and its inherent nonlocal continuum mechanics	328
Quasi-optimal mesh generation for the virtual element method: A fully adaptive remeshing procedure	265
Physics-augmented neural networks for constitutive modeling of hyperelastic geometrically exact beams	246
Surrogate-assisted Kriging training utilizing boxplot and correlation coefficient for large-scale data	197
A Discontinuity-Enriched Finite Element Method (DE-FEM) for modeling quasi-static fracture growth in brittle solids	191
Homogenization of shear-deformable beams and plates with periodic heterogeneity: A unified equilibrium-based approach	177
Basis-to-basis operator learning using function encoders	166
Two novel discontinuity-removing PINNs for solving variable coefficient elliptic interface problems on curved surfaces	131
Creep crack propagation using phase-field model within a multi-patch isogeometric framework	126
Probabilistic Learning on Manifolds (PLoM) for cross-scale diagnostics in structural dynamics	126
Uncertainty quantification and propagation for multiscale materials systems with agglomeration and structural anomalies	118
DMT-OMPA: Innovative applications of an efficient adversarial Marine Predators Algorithm based on dynamic matrix transformation in engineering design optimization	116
DHRDE: Dual-population hybrid update and RPR mechanism based differential evolutionary algorithm for engineering applications	115
Microstructure models for extreme material responses	114
Structural stochastic responses determination via a sample-based stochastic finite element method	109
Convergence of multirate fixed stress split iterative schemes for a fractured Biot model	109
A scalable exponential-DG approach for nonlinear conservation laws: With application to Burger and Euler equations	108
A phase-field model for the brittle fracture of Euler–Bernoulli beams coupling stretching and bending	107
InVAErt networks: A data-driven framework for model synthesis and identifiability analysis	104
Variational temporal convolutional networks for I-FENN thermoelasticity	100
Improved training of physics-informed neural networks for parabolic differential equations with sharply perturbed initial conditions	99

Multiscale formulation for materials composed by a saturated porous matrix and solid inclusions	97
Shape uncertainty quantification of Maxwell eigenvalues and -modes with application to TESLA cavities	96
Primal–dual on-the-fly reduced-order modeling for large-scale transient dynamic topology optimization	94
The eXtended virtual element method for elliptic problems with weakly singular solutions	91
Topology optimization with geometric constraints for additive manufacturing based on coupled fictitious physical model	88
Patient-specific modeling of blood flow in the coronary arteries	88
Proper generalized decomposition in the context of minimum compliance topology optimization for problems with separable geometries	88
A BEM-based topology optimization for acoustic problems considering tangential derivative of sound pressure	84
Error convergence and engineering-guided hyperparameter search of PINNs: Towards optimized I-FENN performance	82
A surface flux correction-based immersed boundary-multiphase lattice Boltzmann flux solver applied to multiphase fluids–structure interaction	78
Design of graded lattice sandwich structures by multiscale topology optimization	77
Mechanistically informed data-driven modeling of cyclic plasticity via artificial neural networks	76
A GPU implementation of the PCG method for large-scale image-based finite element analysis in heterogeneous periodic media	74
Coupled sliding–decohesion–compression model for a consistent description of monotonic and fatigue behavior of material interfaces	74
A machine learning framework for accelerating the design process using CAE simulations: An application to finite element analysis in structural crashworthiness	74
Predicting the mechanical properties of biopolymer gels using neural networks trained on discrete fiber network data	74
Enhancing efficiency in particle aggregation simulations: Coarse-grained particle modeling in the DEM-PBM coupled framework	73
Enhanced fully resolved CFD-DEM-PBFM simulation of non-spherical particle–fluid interactions during hydraulic collection	72
Bayesian identification of nonseparable Hamiltonians with multiplicative noise using deep learning and reduced-order modeling	69
A projective transformation-based topology optimization using moving morphable components	68
Convolution finite element method for analysis of piezoelectric materials	68
Deep CNNs as universal predictors of elasticity tensors in homogenization	65
Statistically compatible hyper-reduction for computational homogenization	65
Data-driven prognostic model for temperature field in additive manufacturing based on the high-fidelity thermal-fluid flow simulation	65
A continuum and computational framework for viscoelastodynamics: I. Finite deformation linear models	64
Automated computation of topological derivatives with application to nonlinear elasticity and reaction–diffusion problems	63
Higher temporal accuracy for LES-C turbulence models	62
An improved cell-based smoothed radial point interpolation method using condensed shape functions for 3D interior acoustic problems	61
A computational approach to identify the material parameters of the relaxed micromorphic model	61
Weak-form latent space dynamics identification	60
A patching algorithm for conditional random fields in modeling material properties	60
Graph-based representation of history-dependent material response in the Data-Driven Computational Mechanics framework	60
A robust radial point interpolation method empowered with neural network solvers (RPIM-NNS) for nonlinear solid mechanics	59
An isogeometric finite element formulation for geometrically exact Timoshenko beams with extensible directors	59
Red blood cell transport in bounded shear flow: On the effects of cell viscoelastic properties	59
Shape sensitivity of thermoacoustic oscillations in an annular combustor with a 3D adjoint Helmholtz solver	58
Multi-objective topology optimization incorporating an adaptive weighed-sum method and a configuration-based clustering scheme	57
Virtual Elements for computational anisotropic crystal plasticity	57
Transcranial stimulation analysis using the smoothed finite element method	56
Fast immersed boundary method based on weighted quadrature	56
A unified level set method for simulating mixed granular flows involving multiple non-spherical DEM models in complex structures	56
A FETI approach to domain decomposition for meshfree discretizations of nonlocal problems	55
A multi-resolution SPH-FEM method for fluid–structure interactions	55
Time- and frequency-domain hybridizable discontinuous Galerkin solvers for the calculation of the Cherenkov radiation	54
Diffusivity of porous media considering the coupling influence of pore shape- and size-polydispersities on the percolation: Theoretical and numerical studies	52
Physics-constrained Data-Driven Variational method for discrepancy modeling	51
Hybridized isogeometric method for elliptic problems on CAD surfaces with gaps	50
A neural kernel method for capturing multiscale high-dimensional micromorphic plasticity of materials with internal structures	50
Free vibration of perforated cylindrical shells of revolution: Asymptotics and effective material parameters	50
Solving inverse problems in stochastic models using deep neural networks and adversarial training	49

A semi-implicit material point method for coupled thermo-hydro-mechanical simulation of saturated porous media in large deformation	49
Rapid machine-learning enabled design and control of precise next-generation cryogenic surgery in dermatology	49
Isogeometric schemes in rarefied gas dynamics context	49
Editorial Board	49
Limiter-based entropy stabilization of semi-discrete and fully discrete schemes for nonlinear hyperbolic problems	48
Active learning-assisted multi-fidelity surrogate modeling based on geometric transformation	48
Distance-preserving manifold denoising for data-driven mechanics	48
A new approach based on spectral graph theory to avoiding enclosed holes in topology optimization	48
Multi-failure mode reliability analysis method based on intelligent directional search with constraint feedback	48
Virtual element method for phase field modeling of dynamic fracture	47
Taylor particle-in-cell transfer and kernel correction for material point method	47
An approximate C1	47
Nonlocal implicit gradient enhancements for strain localization informed by controllability criteria for plastic solids	47
Computational homogenization of fully coupled multiphase flow in deformable porous media	46
Machine learning enhanced exploration of bubble dynamics beneath a horizontal wall	46
A Finite Element based Deep Learning solver for parametric PDEs	46
Model-free Data-Driven viscoelasticity in the frequency domain	46
Machine learning predictive model for dynamic response of rising bubbles impacting on a horizontal wall	45
Efficient data structures for model-free data-driven computational mechanics	45
Computationally efficient and effective peridynamic model for cracks and fractures in homogeneous and heterogeneous materials	44
Topology optimization considering multi-axis machining constraints using projection methods	44
Automated translation and accelerated solving of differential equations on multiple GPU platforms	44
A modified rate-dependent peridynamic model with rotation effect for dynamic mechanical behavior of ceramic materials	44
Inferring unknown unknowns: Regularized bias-aware ensemble Kalman filter	44
LCAHA: A hybrid artificial hummingbird algorithm with multi-strategy for engineering applications	44
Quantum computing enhanced distance-minimizing data-driven computational mechanics	44
A cracked zone clustering method for discrete fracture with minimal enhanced degrees of freedom	44
Risk-averse design of tall buildings for uncertain wind conditions	43
A variational multiscale immersed meshfree method for fluid structure interactive systems involving shock waves	43
Numerical approximation of partial differential equations by a variable projection method with artificial neural networks	43
Frame-independent vector-cloud neural network for nonlocal constitutive modeling on arbitrary grids	43
A decoupled, stable, and linear FEM for a phase-field model of variable density two-phase incompressible surface flow	43
Robust topology optimization for transient dynamic response minimization	43
Generalized multiscale approximation of a mixed finite element method with velocity elimination for Darcy flow in fractured porous media	43
Calibrating hypersonic turbulence flow models with the HIFiRE-1 experiment using data-driven machine-learned models	43
Pore-scale model of freezing inception in a porous medium	42
Towards adjoint-based mesh refinement for Large Eddy Simulation using reduced-order primal solutions: Preliminary 1D Burgers study	42
Three-dimensional transient heat conduction problems in FGMs via IG-DRBEM	42
Topology optimization for inverse magnetostatics as sparse regression: Application to electromagnetic coils for stellarators	41
Energy-conserving interface dynamics with asynchronous direct time integration employing arbitrary time steps	41
Empirical Interscale Finite Element Method (EIFEM) for modeling heterogeneous structures via localized hyperreduction	41
Stabilized LSMPS method for complex free-surface flow simulation	41
The incorporation of mesh quality in the stabilization of virtual element methods for nonlinear elasticity	41
Hyper-dual number-based numerical differentiation of eigensystems	41
A full-scale topology optimization method for surface fiber reinforced additive manufacturing parts	41
Editorial Board	40
Nonlinear material identification of heterogeneous isogeometric Kirchhoff–Love shells	40
Bayesian calibration of computer models based on Takagi–Sugeno fuzzy models	39
A computational framework for well production simulation: Coupling steady state Darcy flow and channel flow by SGBEM–FEM	39
Highly efficient ensemble algorithms for computing the Stokes–Darcy equations	39
Explicit time integration scheme with large time steps for first order transient problems using finite increment calculus	39
An efficient discretization for a family of Time Relaxation models	39
Topology optimization of multi-gradient composite	38
BPX preconditioners for isogeometric analysis using (truncated) hierarchical B-splines	38
Quadratic serendipity element shape functions on general planar polygons	38
Bayesian model calibration for diblock copolymer thin film self-assembly using power spectrum of microscopy data and machine learning surrogate	38
Editorial Board	38
A multiscale phase field fracture approach based on the non-affine microsphere model for rubber-like materials	37
Synergistic integration of deep neural networks and finite element method with applications of nonlinear large deformation biomechanics	37
A mid-fidelity numerical method for blood flow in deformable vessels	36
Enforcement of interface laws for dissipative vibro-acoustic problems within high-order X-FEM	36
Tridynamic model of the beam with transverse shear deformation	36
Turbulent kinetic dissipation analysis for residual-based large eddy simulation of incompressible turbulent flow by variational multiscale method	36
Inelastic equation of state for solids	35
A parameter-free LES model for anisotropic mesh adaptivity	35
A thermodynamically consistent time integration scheme for non-linear thermo-electro-mechanics	35
Boundary-volume Lippmann Schwinger formulation and fast iteration schemes for numerical homogenization of conductive composites. Cases of arbitrary contrasts and Kapitza interface	35
11-th order of accuracy for numerical solution of 3-D Poisson equation with irregular interfaces on unfitted Cartesian meshes	35
Interpolatory tensorial reduced order models for parametric dynamical systems	35
Efficient multi-partition topology optimization	35
Towards an extrinsic, CG-XFEM approach based on hierarchical enrichments for modeling progressive fracture	35
A novel continuum mechanical framework for decoupled material behavior in thickness and in-plane directions	35
Arbitrary curvature programming of thermo-active liquid crystal elastomer via topology optimization	35
Energy-decaying and momentum-conserving schemes for transient simulations with mixed finite elements	35
A generalized elastic coordinate method for unconstrained structural dynamics	35
Data-physics driven multiscale approach for high-pressure resin transfer molding (HP-RTM)	35
An extended ordinary state-based peridynamics for non-spherical horizons	34
Editorial Board	34
Analysis, improvement and limits of the multiscale Latin method	34
Machine learning of nonlocal micro-structural defect evolutions in crystalline materials	34

Variationally consistent Hellmann–Feynman forces in the finite element formulation of Kohn–Sham density functional theory	34
Editorial Board	34
Bayesian approach to inverse time-harmonic acoustic obstacle scattering with phaseless data generated by point source waves	33
Geometric re-meshing strategies to simulate contactless rebounds of elastic solids in fluids	33
A priori error analysis for an isogeometric discontinuous Galerkin approximation for convection problems on surfaces	33
Laudatio for Editor Thomas J.R. Hughes	33
A multilevel block preconditioner for the HDG trace system applied to incompressible resistive MHD	33
A comparative accuracy and convergence study of eigenerosion and phase-field models of fracture	33
Local surrogate responses in the Schwarz alternating method for elastic problems on random voided domains	33
A nested non-invasive stochastic isogeometric method for the deformation of porous functionally graded material plates with high-dimensional material uncertainties	33
Large rotation isogeometric shell model for alternating stiff/soft curved laminates including warping and interlayer thickness change	32
Rate-dependent phase field fracture simulation in polymers with adaptive mixed isogeometric approach	32
A multi-order smoothed particle hydrodynamics method for cardiac electromechanics with the Purkinje network	32
Multi-scale design of composite material structures for maximizing fundamental natural frequency	32
A computationally efficient isoparametric tangled finite element method for handling inverted quadrilateral and hexahedral elements	32
An adaptive stabilized finite element method for the Darcy’s equations with pressure dependent viscosities	32
A posteriori goal-oriented bounds for the Poisson problem using potential and equilibrated flux reconstructions: Application to the hybridizable discontinuous Galerkin method	32
Simultaneous material and topology optimization of composite laminates	32
Multi-scale identification of composite using modified constitutive relation error: Formulation and numerical study	32
Editorial Board	32
Lossy compression techniques supporting unsteady adjoint on 2D/3D unstructured grids	32
Error analysis of Petrov-Galerkin immersed finite element methods	32
Planar multi-patch domain parameterization for isogeometric analysis based on evolution of fat skeleton	32
Data-driven identification of parametric governing equations of dynamical systems using the signed cumulative distribution transform	31
Magnetostatic simulations with consideration of exterior domains using the scaled boundary finite element method	31
Editorial Board	31
Editorial Board	31
Scalable uncertainty quantification for deep operator networks using randomized priors	31
Peridynamic modeling of delayed fracture in electrodes during lithiation	31
Editorial Board	31
Unfitted Nitsche’s method for computing band structures of phononic crystals with periodic inclusions	31
Mean zero artificial diffusion for stable finite element approximation of convection in cellular aggregate formation	30
Reducing errors caused by geometrical inaccuracy to solve partial differential equations with moving frames on curvilinear domain	30
Efficient computation of nonlinear isogeometric elements using the adjoint method and algorithmic differentiation	30
DNN-MG: A hybrid neural network/finite element method with applications to 3D simulations of the Navier–Stokes equations	30
Reverse shape compensation via a gradient-based moving particle optimization method	30
Computational modelling of epithelial cell monolayers during infection with Listeria monocytogenes	30
Material optimization to enhance delamination resistance of composite structures using viscous regularization	30
Hidden physics model for parameter estimation of elastic wave equations	30
Editorial Board	30
Editorial Board	30
Computational modeling of capillary perfusion and gas exchange in alveolar tissue	29
A variance reduction strategy for numerical random homogenization based on the equivalent inclusion method	29
Moment methods for the radiative transfer equation based on φ-diverg	29
Efficient optimization-based quadrature for variational discretization of nonlocal problems	29
A scaled wave finite element method for computing scalar wave radiation and scattering in exterior domains	29
Towards validation of crack nucleation criteria from V-notches in quasi-brittle metallic alloys: Energetics or strength?	29
An unsymmetric 8-node hexahedral solid-shell element based on ANS and incompatible concepts for thin shell analysis	29
Deformation accommodating periodic computational domain for a uniform velocity gradient	29
A Bézier curve fit to melt pool geometry for modeling additive manufacturing microstructures	29
Multiple bifurcation paths visualized by a computational asymptotic stability theory	29
A unified analytical expression of the tangent stiffness matrix of holonomic constraints	29
MetaFEM: A generic FEM solver by meta-expressions	29
An enhanced explicit time-marching procedure to analyse acoustic–elastodynamic coupled models	29
Modeling of multi-phase, multi-fluid flows with applications to marine hydrokinetic turbines	29
A kd-tree-accelerated hybrid data-driven/model-based approach for poroelasticity problems with multi-fidelity multi-physics data	28
Peridynamic modeling of bonded-lap joints with viscoelastic adhesives in the presence of finite deformation	28
A simplified continuous–discontinuous approach to fracture based on decoupled localizing gradient damage method	28
A novel mesh regularization approach based on finite element distortion potentials: Application to material expansion processes with extreme volume change	28
Error representation of the time-marching DPG scheme	28
A spatio-temporal adaptive phase-field fracture method	28
A machine-learning framework for peridynamic material models with physical constraints	28
A computational framework for magnetically hard and soft viscoelastic magnetorheological elastomers	28
A coupled virtual element-interface model for analysis of fracture propagation in polycrystalline composites	28
An unsupervised latent/output physics-informed convolutional-LSTM network for solving partial differential equations using peridynamic differential operator	28
Towards elasto-plastic continuum-kinematics-inspired peridynamics	28
Canonical and noncanonical Hamiltonian operator inference	28
PGD reduced-order modeling for structural dynamics applications	28
Vectorial surrogate modeling method based on moving Kriging model for system reliability analysis	28
An efficient mixed finite element formulation for 3D strain gradient elasticity	27
Physics-Informed Holomorphic Neural Networks (PIHNNs): Solving 2D linear elasticity problems	27
Dynamic topology optimization for structures exhibiting frequency-dependent material properties with prescribed frequency forbidden band	27
Variational Bayesian surrogate modelling with application to robust design optimisation	27
A coupled SPH-SPIM solver for fluid-structure interaction with nonlinear deformation	27
Directional filter combined with active learning for rare failure events	27
A novel active learning method based on matrix-operation RBF model for high-dimensional reliability analysis	27
Maximum a posteriori estimation for linear structural dynamics models using Bayesian optimization with rational polynomial chaos expansions	27
Towards quantum computational mechanics	27
DiffMat: Data-driven inverse design of energy-absorbing metamaterials using diffusion model	27
Approach for multi-valued integer programming in multi-material topology optimization: Random discrete steepest descent (RDSD) algorithm	27
Scalable computation of energy functions for nonlinear balanced truncation	27
Parallel assembly of finite element matrices on multicore computers	27
A quadrilateral plate-type finite element to model stress singularities in no-tension materials	27
A novel semi-explicit numerical algorithm for efficient 3D phase field modelling of quasi-brittle fracture	27
A quasi-meshfree method for nonlinear solid mechanics: Separating domain discretization from solution discretization	27
Reliability-based composite pressure vessel design optimization with cure-induced stresses and spatial material variability	27
Fusing nonlinear solvers with transformers for accelerating the solution of parametric transient problems	27
Leveraging spectral analysis to elucidate membrane locking and unlocking in isogeometric finite element formulations of the curved Euler–Bernoulli beam	27
A variational multiscale method derived from an adaptive stabilized conforming finite element method via residual minimization on dual norms	26
A functional global sensitivity measure and efficient reliability sensitivity analysis with respect to statistical parameters	26
Physics-Based Self-Learning Recurrent Neural Network enhanced time integration scheme for computing viscoplastic structural finite element response	26
Topology optimization of phononic-like structures using experimental material interpolation model for additive manufactured lattice infills	26
Topology optimization of compliant mechanisms under transient thermal conditions	26
Porous structure optimization via non-uniform thermal diffusion	26
High-order accurate entropy stable adaptive moving mesh finite difference schemes for (multi-component) compressible Euler equations with the stiffened equation of state	26