Computational Mechanics

Article	Citations
Machine learning for metal additive manufacturing: predicting temperature and melt pool fluid dynamics using physics-informed neural networks	179
The reproduction number of COVID-19 and its correlation with public health interventions	117
A general phase-field model for fatigue failure in brittle and ductile solids	62
Diffusion–reaction compartmental models formulated in a continuum mechanics framework: application to COVID-19, mathematical analysis, and numerical study	60
A Bayesian estimation method for variational phase-field fracture problems	53
A comparative review of peridynamics and phase-field models for engineering fracture mechanics	52
Gas turbine computational flow and structure analysis with isogeometric discretization and a complex-geometry mesh generation method	50
Is it safe to lift COVID-19 travel bans? The Newfoundland story	48
Hierarchical deep-learning neural networks: finite elements and beyond	45
Dirichlet absorbing boundary conditions for classical and peridynamic diffusion-type models	39
Stabilized methods for high-speed compressible flows: toward hypersonic simulations	38
Non-intrusive reduced order modelling for the dynamics of geometrically nonlinear flat structures using three-dimensional finite elements	38
Space–Time Variational Multiscale Isogeometric Analysis of a tsunami-shelter vertical-axis wind turbine	36
A physics-informed neural network technique based on a modified loss function for computational 2D and 3D solid mechanics	36
Bayesian-based predictions of COVID-19 evolution in Texas using multispecies mixture-theoretic continuum models	35
Phase field fracture in elasto-plastic solids: a length-scale insensitive model for quasi-brittle materials	34
Isogeometric analysis of ice accretion on wind turbine blades	33
A digital-twin and machine-learning framework for the design of multiobjective agrophotovoltaic solar farms	33
A Bayesian multiscale CNN framework to predict local stress fields in structures with microscale features	32
Detailed simulation of viral propagation in the built environment	31
Anisotropic hyperelastic constitutive models for finite deformations combining material theory and data-driven approaches with application to cubic lattice metamaterials	31
Topology optimization based on deep representation learning (DRL) for compliance and stress-constrained design	30
A dynamical view of nonlinear conjugate gradient methods with applications to FFT-based computational micromechanics	29
Recurrent neural networks (RNNs) learn the constitutive law of viscoelasticity	29
A numerical study into element type and mesh resolution for crystal plasticity finite element modeling of explicit grain structures	28

A combined XFEM phase-field computational model for crack growth without remeshing	27
The computational framework for continuum-kinematics-inspired peridynamics	26
Multi-physics modeling of direct energy deposition process of thin-walled structures: defect analysis	26
Automated constitutive modeling of isotropic hyperelasticity based on artificial neural networks	25
U-duct turbulent-flow computation with the ST-VMS method and isogeometric discretization	25
A variational phase-field model For ductile fracture with coalescence dissipation	24
Uncertainty quantification of spatially uncorrelated loads with a reduced-order stochastic isogeometric method	24
Hierarchically refined isogeometric analysis of trimmed shells	24
An FE-DMN method for the multiscale analysis of thermomechanical composites	24
Finite deformation cohesive zone phase field model for crack propagation in multi-phase microstructures	23
A Thermo-mechanical gradient enhanced damage method for fracture	23
Space–time VMS isogeometric analysis of the Taylor–Couette flow	23
An agent-based computational framework for simulation of global pandemic and social response on planet X	23
Coupling XFEM and peridynamics for brittle fracture simulation—part I: feasibility and effectiveness	22
On differences and comparisons of peridynamic differential operators and nonlocal differential operators	22
Can CFD establish a connection to a milder COVID-19 disease in younger people? Aerosol deposition in lungs of different age groups based on Lagrangian particle tracking in turbulent flow	22
A mortar-type finite element approach for embedding 1D beams into 3D solid volumes	22
Bayesian inversion for unified ductile phase-field fracture	22
A gradient reproducing kernel based stabilized collocation method for the static and dynamic problems of thin elastic beams and plates	22
Wind turbine wake computation with the ST-VMS method, isogeometric discretization and multidomain method: I. Computational framework	21
Space–time isogeometric analysis of car and tire aerodynamics with road contact and tire deformation and rotation	21
FE$${}^\textrm{ANN}$$: an efficient data-driven multiscale approach based on physics-constrained neural networks and automated data mining	21
Modeling hydrate-bearing sediment with a mixed smoothed particle hydrodynamics	21
A modelling framework for coupled hydrogen diffusion and mechanical behaviour of engineering components	20
Improved second-order unconditionally stable schemes of linear multi-step and equivalent single-step integration methods	20
Modeling and simulation of the infection zone from a cough	20
Wind turbine wake computation with the ST-VMS method, isogeometric discretization and multidomain method: II. Spatial and temporal resolution	18
Crystal plasticity model of residual stress in additive manufacturing using the element elimination and reactivation method	18
Modelling stress-induced anisotropy in multi-phase granular soils	18
Phase field modeling of ductile fracture at large plastic strains using adaptive isotropic remeshing	17
Immersed boundary-conformal isogeometric method for linear elliptic problems	17
System inference for the spatio-temporal evolution of infectious diseases: Michigan in the time of COVID-19	17
A virtual element formulation for general element shapes	17
A linear-elasticity-based mesh moving method with no cycle-to-cycle accumulated distortion	17
Bi-fidelity stochastic gradient descent for structural optimization under uncertainty	17
High-resolution multi-domain space–time isogeometric analysis of car and tire aerodynamics with road contact and tire deformation and rotation	17
Transient multi-scale analysis with micro-inertia effects using Direct $$\hbox {FE}^{2}$$ method	17
A hybrid $$ H ^1\times H (\mathrm {curl})$$ finite element formulation for a relaxed micromorphic continuum model of antiplane shear	16
Adaptive mesh refinement and coarsening for diffusion–reaction epidemiological models	16
Peridynamic analysis of dynamic fracture: influence of peridynamic horizon, dimensionality and specimen size	16
Master-master frictional contact and applications for beam-shell interaction	16
Dynamics identification and forecasting of COVID-19 by switching Kalman filters	16
An intergrid transfer operator using radial basis functions with application to cardiac electromechanics	16
Signed distance field framework for unified DEM modeling of granular media with arbitrary particle shapes	16
A thermo-mechanical material model for rubber curing and tire manufacturing simulation	16
Crack phase-field model equipped with plastic driving force and degrading fracture toughness for ductile fracture simulation	16
Constrained neural network training and its application to hyperelastic material modeling	15
A dynamic hybrid local/nonlocal continuum model for wave propagation	15
Subdivision-based isogeometric analysis for second order partial differential equations on surfaces	15
FFT phase-field model combined with cohesive composite voxels for fracture of composite materials with interfaces	15

Variable-order approach to nonlocal elasticity: theoretical formulation, order identification via deep learning, and applications	15
Memory-based meso-scale modeling of Covid-19	15
Non-negative moment fitting quadrature for cut finite elements and cells undergoing large deformations	15
Parameter identification for phase-field modeling of fracture: a Bayesian approach with sampling-free update	15
MFNets: data efficient all-at-once learning of multifidelity surrogates as directed networks of information sources	15
Clustering-based multiscale topology optimization of thermo-elastic lattice structures	15
The concept of Representative Crack Elements (RCE) for phase-field fracture: transient thermo-mechanics	15
Internal contact modeling for finite strain topology optimization	14
Neural network constitutive model for crystal structures	14
Efficient multiscale modeling of heterogeneous materials using deep neural networks	14
Tool path optimization of selective laser sintering processes using deep learning	14
Multiresolution clustering analysis for efficient modeling of hierarchical material systems	14
A hyperelastic extended Kirchhoff–Love shell model with out-of-plane normal stress: I. Out-of-plane deformation	14
Modelling 3D metal cutting problems with the particle finite element method	14
A digital-twin and machine-learning framework for precise heat and energy management of data-centers	14
Mesh moving techniques in fluid-structure interaction: robustness, accumulated distortion and computational efficiency	14
Carrier-Domain Method for high-resolution computation of time-periodic long-wake flows	13
MPM–FEM hybrid method for granular mass–water interaction problems	13
Metaball based discrete element method for general shaped particles with round features	13
Updated Lagrangian particle hydrodynamics (ULPH) modeling of solid object water entry problems	13
A nonlocal damage model for concrete with three length scales	13
Risk-averse approach for topology optimization of fail-safe structures using the level-set method	13
Polytopal composite finite elements for modeling concrete fracture based on nonlocal damage models	12
A computational modeling approach based on random fields for short fiber-reinforced composites with experimental verification by nanoindentation and tensile tests	12
Efficient stochastic finite element analysis of irregular wall structures with inelastic random field properties over manifold	12
A Bi-fidelity ensemble kalman method for PDE-constrained inverse problems in computational mechanics	12
Effective properties of particulate nano-composites including Steigmann–Ogden model of material surface	12
The use of Powell-Sabin B-Splines in a higher-order phase-field model for crack kinking	12
A new method based on Taylor expansion and nearest-node strategy to impose Dirichlet and Neumann boundary conditions in ordinary state-based Peridynamics	12
Nonlinear multiscale simulation of elastic beam lattices with anisotropic homogenized constitutive models based on artificial neural networks	12
Hybrid thermal modeling of additive manufacturing processes using physics-informed neural networks for temperature prediction and parameter identification	12
Wind turbine wake computation with the ST-VMS method and isogeometric discretization: Directional preference in spatial refinement	12
Coupling XFEM and Peridynamics for brittle fracture simulation: part II—adaptive relocation strategy	12
A Hu–Washizu variational approach to self-stabilized virtual elements: 2D linear elastostatics	12
Model order reduction of thermo-mechanical models with parametric convective boundary conditions: focus on machine tools	11
A semi-Lagrangian reproducing kernel particle method with particle-based shock algorithm for explosive welding simulation	11
A mixed u–p edge-based smoothed particle finite element formulation for viscous flow simulations	11
Mesh size objective fatigue damage propagation in laminated composites using the multiscale discrete damage theory	11
Model-free data-driven simulation of inelastic materials using structured data sets, tangent space information and transition rules	11
A sequential addition and migration method for generating microstructures of short fibers with prescribed length distribution	11
Large deflection of composite beams by finite elements with node-dependent kinematics	11
A numerical formulation for cavitating flows around marine propellers based on variational multiscale method	11
A generalized Bayesian regularization network approach on characterization of geometric defects in lattice structures for topology optimization in preliminary design of 3D printing	11
Introducing regularization into the virtual fields method (VFM) to identify nonhomogeneous elastic property distributions	11
Concurrent n-scale modeling for non-orthogonal woven composite	11
A computational phase transformation model for selective laser melting processes	11
A unified-implementation of smoothed finite element method (UI-SFEM) for simulating biomechanical responses of multi-materials orthodontics	11
Poroelastic model parameter identification using artificial neural networks: on the effects of heterogeneous porosity and solid matrix Poisson ratio	11
A variational multiscale immersed meshfree method for heterogeneous materials	11
Formulation and experimental validation of space-fractional Timoshenko beam model with functionally graded materials effects	11
A phase field computational procedure for electromigration with specified contact angle and diffusional anisotropy	10
Material parameter identification using finite elements with time-adaptive higher-order time integration and experimental full-field strain information	10
ANN-aided incremental multiscale-remodelling-based finite strain poroelasticity	10
Numerical artifacts of Fast Fourier Transform solvers for elastic problems of multi-phase materials: their causes and reduction methods	10
Thermo-electro-mechanical modeling of spark plasma sintering processes accounting for grain boundary diffusion and surface diffusion	10
Phase-field approach in elastoplastic solids: application of an iterative staggered scheme and its experimental validation	10
Goal-oriented error estimation and adaptivity in MsFEM computations	10
Bounds optimization of model response moments: a twin-engine Bayesian active learning method	10
3D mixed virtual element formulation for dynamic elasto-plastic analysis	10
Self-updated four-node finite element using deep learning	10
Accelerating the distance-minimizing method for data-driven elasticity with adaptive hyperparameters	10
Optimal design of 3D architected porous/nonporous microstructures of multifunctional multiphase composites for maximized thermomechanical properties	10
A numerical method for the generation of hierarchical Poisson Voronoi microstructures applied in micromechanical finite element simulations—part I: method	10
Data-driven multiscale method for composite plates	10
A viscoelastic model of geometry-constraint-based non-ordinary state-based peridynamics with progressive damage	10
Two-field formulations for isogeometric Reissner–Mindlin plates and shells with global and local condensation	10
Misorientation and grain boundary orientation dependent grain boundary response in polycrystalline plasticity	10
Homogenization of fully nonlinear rod lattice structures: on the size of the RVE and micro structural instabilities	10
On the formulation and evaluation of old and new efficient low order triangular plate bending elements with shear effects	9
Microstructural inelastic fingerprints and data-rich predictions of plasticity and damage in solids	9
A mesh-independent framework for crack tracking in elastodamaging materials through the regularized extended finite element method	9
A framework for optimal microstructural design of random heterogeneous materials	9
A new mesh smoothing method based on a neural network	9
Residual stresses in gas tungsten arc welding: a novel phase-field thermo-elastoplasticity modeling and parameter treatment framework	9
Generalized finite difference method for a class of multidimensional space-fractional diffusion equations	9
A least squares recursive gradient meshfree collocation method for superconvergent structural vibration analysis	9
Machine learning based multiscale calibration of mesoscopic constitutive models for composite materials: application to brain white matter	9
On the geometrically exact formulations of finite deformable isogeometric beams	9
Lagrange and $$H({\text {curl}},{{\mathcal {B}}})$$ based finite element formulations for the relaxed micromorphic model	9
A projected super-penalty method for the $$C^1$$-coupling of multi-patch isogeometric Kirchhoff plates	9

Dynamic brittle fracture with a new energy limiter-based scalar damage model	8
ALE formulation for thermomechanical inelastic material models applied to tire forming and curing simulations	8
A coupled fluid-mechanical workflow to simulate the directed energy deposition additive manufacturing process	8
Physics-informed deep learning for three-dimensional transient heat transfer analysis of functionally graded materials	8
Reduced-order modeling of nonlinear structural dynamical systems via element-wise stiffness evaluation procedure combined with hyper-reduction	8
A new computational scheme for structural static stochastic analysis based on Karhunen–Loève expansion and modified perturbation stochastic finite element method	8
Finite element methodology for modeling aircraft aerodynamics: development, simulation, and validation	8
Geometrically exact elastoplastic rods: determination of yield surface in terms of stress resultants	8
XIGA: An eXtended IsoGeometric analysis approach for multi-material problems	8
Impact and penetration dynamics of inkjet droplet within paper-like fibrous substrate by mesoscopic modeling	8
A stress-driven computational homogenization method based on complementary potential energy variational principle for elastic composites	8
Multiscale parareal algorithm for long-time mesoscopic simulations of microvascular blood flow in zebrafish	8
Shape optimization of the X0-specimen: theory, numerical simulation and experimental verification	8
Stochastic finite cell method for structural mechanics	8
Nodally integrated thermomechanical RKPM: Part I—Thermoelasticity	8
A Petrov–Galerkin finite element-meshfree formulation for multi-dimensional fractional diffusion equations	8
A damage phase-field model for fractional viscoelastic materials in finite strain	8
A two-level macroscale continuum description with embedded discontinuities for nonlinear analysis of brick/block masonry	8
Computing the effective crack energy of heterogeneous and anisotropic microstructures via anisotropic minimal surfaces	8
Incremental viscoelasticity at finite strains for the modelling of 3D concrete printing	7
The distance potential function-based finite-discrete element method	7
Multiscale crack band model for eigenstrain based reduced order homogenization	7
Building a certified reduced basis for coupled thermo-hydro-mechanical systems with goal-oriented error estimation	7
Three-dimensional image-based modeling by combining SBFEM and transfinite element shape functions	7
Design of optimized architected structures with exact size and connectivity via an enhanced multidomain topology optimization strategy	7
Assessment of an isogeometric approach with Catmull–Clark subdivision surfaces using the Laplace–Beltrami problems	7
An advanced shell model for the analysis of geometrical and material nonlinear shells	7
An interface-enriched generalized finite element formulation for locking-free coupling of non-conforming discretizations and contact	7
Reduced-order multiscale modeling of plastic deformations in 3D alloys with spatially varying porosity by deflated clustering analysis	7
An atomistically-informed multiplicative hyper-elasto-plasticity-damage model for high-pressure induced densification of silica glass	7
An efficient finite element based multigrid method for simulations of the mechanical behavior of heterogeneous materials using CT images	7
Nonlocal wrinkling instabilities in bilayered systems using peridynamics	7
Effect of microstructural variations on the failure response of a nano-enhanced polymer: a homogenization-based statistical analysis	7
Mechanical stimulation of cell microenvironment for cardiac muscle tissue regeneration: a 3D in-silico model	7
T-splines computational membrane–cable structural mechanics with continuity and smoothness: II. Spacecraft parachutes	7
A Newmark space-time formulation in structural dynamics	7
A note on rapid genetic calibration of artificial neural networks	7
An efficient 3D homogenization-based topology optimization methodology	7
A unified reproducing kernel gradient smoothing Galerkin meshfree approach to strain gradient elasticity	7
FFT-based homogenization at finite strains using composite boxels (ComBo)	7
A scalable framework for the partitioned solution of fluid–structure interaction problems	7
A strain-gradient formulation for fiber reinforced polymers: hybrid phase-field model for porous-ductile fracture	6
Consistent coupling of positions and rotations for embedding 1D Cosserat beams into 3D solid volumes	6
An eigenvalue stabilization technique to increase the robustness of the finite cell method for finite strain problems	6
An FFT-based approach for Bloch wave analysis: application to polycrystals	6
Phase-field modelling and analysis of rate-dependent fracture phenomena at finite deformation	6
Numerical simulation of crack propagation in shell structures using interface shell elements	6
Topology optimization of thermal problems in a nonsmooth variational setting: closed-form optimality criteria	6
Accounting for viscoelastic effects in a multiscale fatigue model for the degradation of the dynamic stiffness of short-fiber reinforced thermoplastics	6
Correction to: System inference for the spatio-temporal evolution of infectious diseases: Michigan in the time of COVID-19	6
On two simple virtual Kirchhoff-Love plate elements for isotropic and anisotropic materials	6
Simulation of crack propagation through voxel-based, heterogeneous structures based on eigenerosion and finite cells	6
A new variational approach for the thermodynamic topology optimization of hyperelastic structures	6
Phase-field approach to evolution and interaction of twins in single crystal magnesium	6
Robust hybrid/mixed finite elements for rubber-like materials under severe compression	6
An energy–momentum conserving scheme for geometrically exact shells with drilling DOFs	6
T-splines computational membrane–cable structural mechanics with continuity and smoothness: I. Method and implementation	6
An efficient numerical strategy to predict the dynamic instabilities of a rubbing system: application to an automobile disc brake system	6
Physically enhanced training for modeling rate-independent plasticity with feedforward neural networks	6
Dynamics of double emulsion interfaces under the combined effects of electric field and shear flow	6
Two-scale shape optimisation based on numerical homogenisation techniques and variational sensitivity analysis	6
A surrogate model for the prediction of permeabilities and flow through porous media: a machine learning approach based on stochastic Brownian motion	6
Multi-resolution methods for the topology optimization of nonlinear electro-active polymers at large strains	6
A data-driven approach for modeling tension–compression asymmetric material behavior: numerical simulation and experiment	6
Fast and multiscale formation of isogeometric matrices of microstructured geometric models	6
A phase-field fracture model for brittle anisotropic materials	6
A unified modelling and simulation for coupled anomalous transport in porous media and its finite element implementation	6
Memory repositioning in soil plasticity models used in contact problems	5
Scale-bridging with the extended/generalized finite element method for linear elastodynamics	5
A new homogenization scheme for beam and plate structures without a priori requirements on boundary conditions	5
On the stability of POD basis interpolation on Grassmann manifolds for parametric model order reduction	5
Extended finite element modeling of fatigue crack growth microstructural mechanisms in alloys with secondary/reinforcing phases: model development and validation	5
Computational modeling of fiber orientation during 3D-concrete-printing	5
Benchmarking physics-informed frameworks for data-driven hyperelasticity	5
Finite strain poro-hyperelasticity: an asymptotic multi-scale ALE-FSI approach supported by ANNs	5
Characterization of partially observed epidemics through Bayesian inference: application to COVID-19	5
A weighted Nitsche’s method for interface problems with higher-order simplex elements	5
Grain size dependence of polycrystalline plasticity modeling in cylindrical indentation	5
A thermo-viscoplasticity model for metals over wide temperature ranges- application to case hardening steel	5
Monotonicity-based regularization for shape reconstruction in linear elasticity	5
An enriched phase-field method for the efficient simulation of fracture processes	5
Discrete convolution and FFT modified with double influence-coefficient superpositions (DCSS–FFT) for contact of nominally flat heterogeneous materials involving elastoplasticity	5
Microstructure-informed reduced modes synthesized with Wang tiles and the Generalized Finite Element Method	5
The pixel-based quadtree SBFEM with the parameter level set method for identifying cracks and voids	5
Modeling elasticity of cubic crystals using a novel nonlocal lattice particle method	5
Virtual clustering analysis for long fiber reinforced composites	4
A data-driven multi-flaw detection strategy based on deep learning and boundary element method	4
Global-Local non intrusive analysis with robin parameters: application to plastic hardening behavior and crack propagation in 2D and 3D structures	4
Accurate and locking-free analysis of beams, plates and shells using solid elements	4
Comparing mixed hybrid finite element method with standard FEM in swelling simulations involving extremely large deformations	4
Fully coupled global equations for hydro-mechanical analysis of unsaturated soils	4
Stochastic local FEM for computational homogenization of heterogeneous materials exhibiting large plastic deformations	4
Enhanced computational homogenization techniques for modelling size effects in polymer composites	4
Boundary element techniques for multiscale filling simulations in dual-scale fibrous reinforcements using two lumped approaches	4
Analytical expression of RKPM shape functions	4