OOIR: Observatory of International Research

Papers

(The H4-Index of Computer Methods in Applied Mechanics and Engineering is 62. 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 2021-03-01 to 2025-03-01.)

Article	Citations
Physics-informed machine learning in asymptotic homogenization of elliptic equations	1899
A machine learning-based viscoelastic–viscoplastic model for epoxy nanocomposites with moisture content	593
Quasi-optimal mesh generation for the virtual element method: A fully adaptive remeshing procedure	565
Physics-augmented neural networks for constitutive modeling of hyperelastic geometrically exact beams	559
Surrogate-assisted Kriging training utilizing boxplot and correlation coefficient for large-scale data	290
A Discontinuity-Enriched Finite Element Method (DE-FEM) for modeling quasi-static fracture growth in brittle solids	270
Two novel discontinuity-removing PINNs for solving variable coefficient elliptic interface problems on curved surfaces	197
Probabilistic Learning on Manifolds (PLoM) for cross-scale diagnostics in structural dynamics	196
DMT-OMPA: Innovative applications of an efficient adversarial Marine Predators Algorithm based on dynamic matrix transformation in engineering design optimization	191
Convergence of multirate fixed stress split iterative schemes for a fractured Biot model	187
A BEM-based topology optimization for acoustic problems considering tangential derivative of sound pressure	148
Mechanistically informed data-driven modeling of cyclic plasticity via artificial neural networks	142
A GPU implementation of the PCG method for large-scale image-based finite element analysis in heterogeneous periodic media	135
Enhancing efficiency in particle aggregation simulations: Coarse-grained particle modeling in the DEM-PBM coupled framework	133
Enhanced fully resolved CFD-DEM-PBFM simulation of non-spherical particle–fluid interactions during hydraulic collection	130
Convolution finite element method for analysis of piezoelectric materials	129
Statistically compatible hyper-reduction for computational homogenization	126
A continuum and computational framework for viscoelastodynamics: I. Finite deformation linear models	121
Red blood cell transport in bounded shear flow: On the effects of cell viscoelastic properties	117
ViTO: Vision Transformer-Operator	115
Multi-objective topology optimization for solid-porous infill designs in regions-divided structures using multi-patch isogeometric analysis	111
Porous structure optimization via non-uniform thermal diffusion	109
EKF–SINDy: Empowering the extended Kalman filter with sparse identification of nonlinear dynamics	107
A transfer learning physics-informed deep learning framework for modeling multiple solute dynamics in unsaturated soils	104
A Finite Element based Deep Learning solver for parametric PDEs	104

Computational homogenization of fully coupled multiphase flow in deformable porous media	101
Machine learning enhanced exploration of bubble dynamics beneath a horizontal wall	100
Machine learning predictive model for dynamic response of rising bubbles impacting on a horizontal wall	92
Inferring unknown unknowns: Regularized bias-aware ensemble Kalman filter	91
Computationally efficient and effective peridynamic model for cracks and fractures in homogeneous and heterogeneous materials	90
Automated computation of topological derivatives with application to nonlinear elasticity and reaction–diffusion problems	88
Weak-form latent space dynamics identification	88
Higher temporal accuracy for LES-C turbulence models	88
Embedment of WENO-Z reconstruction in Lagrangian WLS scheme implemented on GPU for strongly-compressible multi-phase flows	87
A deep learning method for multi-material diffusion problems based on physics-informed neural networks	87
Coupling of an atomistic model and bond-based peridynamic model using an extended Arlequin framework	86
Space–time computational flow analysis: Unconventional methods and first-ever solutions	85
A multi-resolution SPH-FEM method for fluid–structure interactions	84
Transcranial stimulation analysis using the smoothed finite element method	84
Shape sensitivity of thermoacoustic oscillations in an annular combustor with a 3D adjoint Helmholtz solver	84
Diffusivity of porous media considering the coupling influence of pore shape- and size-polydispersities on the percolation: Theoretical and numerical studies	82
Physics-constrained Data-Driven Variational method for discrepancy modeling	81
Free vibration of perforated cylindrical shells of revolution: Asymptotics and effective material parameters	80
Hybridized isogeometric method for elliptic problems on CAD surfaces with gaps	79
Editorial Board	74
A neural kernel method for capturing multiscale high-dimensional micromorphic plasticity of materials with internal structures	74
Rapid machine-learning enabled design and control of precise next-generation cryogenic surgery in dermatology	73
Isogeometric schemes in rarefied gas dynamics context	71
Distance-preserving manifold denoising for data-driven mechanics	70
An approximate C1	68
A new approach based on spectral graph theory to avoiding enclosed holes in topology optimization	68
Nonlocal implicit gradient enhancements for strain localization informed by controllability criteria for plastic solids	67
A cracked zone clustering method for discrete fracture with minimal enhanced degrees of freedom	66
Automated translation and accelerated solving of differential equations on multiple GPU platforms	65
Intermediate flexural crack debonding of externally bonded FRP in RC beams through a FEM formulation based on positions	65
Editorial Board	65
The interior penalty virtual element method for the two-dimensional biharmonic eigenvalue problem	64
Generalised tangent stabilised nonlinear elasticity: An automated framework for controlling material and geometric instabilities	64
The isogeometric boundary element method: A alternative approach to the analysis of trimmed geometrical models	63
A hybrid polynomial chaos expansion – Gaussian process regression method for Bayesian uncertainty quantification and sensitivity analysis	62
Risk-averse design of tall buildings for uncertain wind conditions	62
Robust topology optimization for transient dynamic response minimization	62