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 2020-03-01 to 2024-03-01.)

Article	Citations
Topology optimization of multi-scale structures: a review	198
A new generation 99 line Matlab code for compliance topology optimization and its extension to 3D	113
TOuNN: Topology Optimization using Neural Networks	86
A review on feature-mapping methods for structural optimization	72
A comprehensive review of digital twin — part 1: modeling and twinning enabling technologies	66
Accelerated topology optimization by means of deep learning	59
A multi-objective optimization of the friction stir welding process using RSM-based-desirability function approach for joining aluminum alloy 6063-T6 pipes	59
A comprehensive review of educational articles on structural and multidisciplinary optimization	53
Evidence theory-based reliability optimization for cross-scale topological structures with global stress, local displacement, and micro-manufacturing constraints	52
Scalable gradient–enhanced artificial neural networks for airfoil shape design in the subsonic and transonic regimes	49
Level set topology and shape optimization by density methods using cut elements with length scale control	48
Topology optimization with local stress constraints: a stress aggregation-free approach	47
Crashworthiness design and multi-objective optimization of a novel auxetic hierarchical honeycomb crash box	47
An efficient multi-objective optimization method based on the adaptive approximation model of the radial basis function	46
On the use of artificial neural networks in topology optimisation	46
Integrating deep learning into CAD/CAE system: generative design and evaluation of 3D conceptual wheel	46
Subset simulation with adaptable intermediate failure probability for robust reliability analysis: an unsupervised learning-based approach	46
PolyStress: a Matlab implementation for local stress-constrained topology optimization using the augmented Lagrangian method	44
The heat source layout optimization using deep learning surrogate modeling	42
Two-stage convolutional encoder-decoder network to improve the performance and reliability of deep learning models for topology optimization	41
Topology optimization of a cable-driven soft robotic gripper	41
Structural topology optimization with smoothly varying fiber orientations	40
Three-dimensional topology optimization of thermal-fluid-structural problems for cooling system design	39
A generalized hierarchical co-Kriging model for multi-fidelity data fusion	38
Modeling, analysis, and optimization under uncertainties: a review	37

An active-learning method based on multi-fidelity Kriging model for structural reliability analysis	37
A general fidelity transformation framework for reliability-based design optimization with arbitrary precision	36
Crashworthiness analysis and collaborative optimization design for a novel crash-box with re-entrant auxetic core	34
Topology optimization with linearized buckling criteria in 250 lines of Matlab	34
Reliability-based design optimization for RV reducer with experimental constraint	33
Topology optimization in concrete construction: a systematic review on numerical and experimental investigations	33
Accelerating gradient-based topology optimization design with dual-model artificial neural networks	32
First-order reliability method based on Harris Hawks Optimization for high-dimensional reliability analysis	32
Flexible-constrained time-variant hybrid reliability-based design optimization	32
Variable-fidelity probability of improvement method for efficient global optimization of expensive black-box problems	32