OOIR: Observatory of International Research

Papers

(The TQCC of Computational Mechanics is 9. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-04-01 to 2024-04-01.)

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
A physics-informed neural network technique based on a modified loss function for computational 2D and 3D solid mechanics	36
Space–Time Variational Multiscale Isogeometric Analysis of a tsunami-shelter vertical-axis wind turbine	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
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
Finite deformation cohesive zone phase field model for crack propagation in multi-phase microstructures	23
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
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
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
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
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
A modelling framework for coupled hydrogen diffusion and mechanical behaviour of engineering components	20
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
Wind turbine wake computation with the ST-VMS method, isogeometric discretization and multidomain method: II. Spatial and temporal resolution	18
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
Phase field modeling of ductile fracture at large plastic strains using adaptive isotropic remeshing	17
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
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
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
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
Tool path optimization of selective laser sintering processes using deep learning	14
Multiresolution clustering analysis for efficient modeling of hierarchical material systems	14
Mesh moving techniques in fluid-structure interaction: robustness, accumulated distortion and computational efficiency	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
Efficient multiscale modeling of heterogeneous materials using deep neural networks	14
Internal contact modeling for finite strain topology optimization	14
Neural network constitutive model for crystal structures	14
A hyperelastic extended Kirchhoff–Love shell model with out-of-plane normal stress: I. Out-of-plane deformation	14
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
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 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
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 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
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
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
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
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
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