OOIR: Observatory of International Research

Papers

(The H4-Index of Structural and Multidisciplinary Optimization is 32. 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 2020-11-01 to 2024-11-01.)

Article	Citations
Topology optimization of multi-scale structures: a review	283
A comprehensive review of digital twin — part 1: modeling and twinning enabling technologies	113
TOuNN: Topology Optimization using Neural Networks	107
Crashworthiness design and multi-objective optimization of a novel auxetic hierarchical honeycomb crash box	72
A comprehensive review of educational articles on structural and multidisciplinary optimization	69
On the use of artificial neural networks in topology optimisation	67
Evidence theory-based reliability optimization for cross-scale topological structures with global stress, local displacement, and micro-manufacturing constraints	66
Integrating deep learning into CAD/CAE system: generative design and evaluation of 3D conceptual wheel	61
PolyStress: a Matlab implementation for local stress-constrained topology optimization using the augmented Lagrangian method	54
Modeling, analysis, and optimization under uncertainties: a review	53
Subset simulation with adaptable intermediate failure probability for robust reliability analysis: an unsupervised learning-based approach	52
Topology optimization in concrete construction: a systematic review on numerical and experimental investigations	50
A comprehensive review of digital twin—part 2: roles of uncertainty quantification and optimization, a battery digital twin, and perspectives	47
Topology optimization with linearized buckling criteria in 250 lines of Matlab	47
Two-stage convolutional encoder-decoder network to improve the performance and reliability of deep learning models for topology optimization	43
Accelerating gradient-based topology optimization design with dual-model artificial neural networks	40
Design of one-dimensional acoustic metamaterials using machine learning and cell concatenation	40
Robust optimization design of a flying wing using adjoint and uncertainty-based aerodynamic optimization approach	40
An efficient and easy-to-extend Matlab code of the Moving Morphable Component (MMC) method for three-dimensional topology optimization	40
Multi-objective Bayesian topology optimization of a lattice-structured heat sink in natural convection	39
Reliability-based design optimization for RV reducer with experimental constraint	39
A general fidelity transformation framework for reliability-based design optimization with arbitrary precision	39
Flexible-constrained time-variant hybrid reliability-based design optimization	37
Application of state-of-the-art multiobjective metaheuristic algorithms in reliability-based design optimization: a comparative study	37
Topology optimization of vibrating structures with frequency band constraints	37

Multidisciplinary design optimization of underwater glider for improving endurance	37
Data-driven design exploration method using conditional variational autoencoder for airfoil design	36
Second-order reliability methods: a review and comparative study	36
Stiffener layout optimization of shell structures with B-spline parameterization method	35
Strength and mass optimisation of variable-stiffness composites in the polar parameters space	35
Crushing stress and vibration fatigue-life optimization of a battery-pack system	33
Crashworthiness analysis and optimization of standard and windowed multi-cell hexagonal tubes	32