OOIR: Observatory of International Research

Papers

(The H4-Index of Computational Mechanics is 26. 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