OOIR: Observatory of International Research

Papers

(The H4-Index of Journal of Mechanical Design is 21. 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
TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain	97
Deep Generative Models in Engineering Design: A Review	91
Designing a Shape–Performance Integrated Digital Twin Based on Multiple Models and Dynamic Data: A Boom Crane Example	60
Design Engineering in the Age of Industry 4.0	54
Hybrid Dynamic Modeling and Analysis of High-Speed Thin-Rimmed Gears	45
Data-Driven Topology Optimization With Multiclass Microstructures Using Latent Variable Gaussian Process	44
Building a Trustworthy Product-Level Shape-Performance Integrated Digital Twin With Multifidelity Surrogate Model	38
Automated Keyword Filtering in Latent Dirichlet Allocation for Identifying Product Attributes From Online Reviews	38
Data-Driven Design-By-Analogy: State-of-the-Art and Future Directions	38
PaDGAN: Learning to Generate High-Quality Novel Designs	36
A Parametric Level Set Method for Topology Optimization Based on Deep Neural Network	33
Time-Dependent System Reliability Analysis With Second-Order Reliability Method	29
Investigation of Printing Parameters of Additive Manufacturing Process for Sustainability Using Design of Experiments	29
Toward a Digital Twin: Time Series Prediction Based on a Hybrid Ensemble Empirical Mode Decomposition and BO-LSTM Neural Networks	29
Approach for Importance–Performance Analysis of Product Attributes From Online Reviews	27
Deriving Design Feature Vectors for Patent Images Using Convolutional Neural Networks	26
Are You Feeling Me? An Exploration of Empathy Development in Engineering Design Education	23
Confidence-Based Design Optimization for a More Conservative Optimum Under Surrogate Model Uncertainty Caused by Gaussian Process	23
Design and Kinematics of a Novel Double-Ring Truss Deployable Antenna Mechanism	23
METASET: Exploring Shape and Property Spaces for Data-Driven Metamaterials Design	22
Biologically Inspired Design Concept Generation Using Generative Pre-Trained Transformers	21
Eliciting Attribute-Level User Needs From Online Reviews With Deep Language Models and Information Extraction	21
Building a Lightweight Digital Twin of a Crane Boom for Structural Safety Monitoring Based on a Multifidelity Surrogate Model	21
Gear Root Bending Strength: A Comparison Between Single Tooth Bending Fatigue Tests and Meshing Gears	21
Data Fusion With Latent Map Gaussian Processes	21