Journal of Mechanical Design

Article	Citations
TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain	89
Collaborative Robotics: A Survey	79
Particle Swarm Optimization-Based Metaheuristic Design Generation of Non-Trivial Flat-Foldable Origami Tessellations With Degree-4 Vertices	74
A Knowledge Graph-Aided Concept–Knowledge Approach for Evolutionary Smart Product–Service System Development	72
Deep Generative Models in Engineering Design: A Review	66
Designing a Shape–Performance Integrated Digital Twin Based on Multiple Models and Dynamic Data: A Boom Crane Example	51
Design Engineering in the Age of Industry 4.0	47
Hybrid Dynamic Modeling and Analysis of High-Speed Thin-Rimmed Gears	45
System Reliability Analysis With Autocorrelated Kriging Predictions	41
Data-Driven Topology Optimization With Multiclass Microstructures Using Latent Variable Gaussian Process	37
Data-Driven Design-By-Analogy: State-of-the-Art and Future Directions	34
A Parametric Level Set Method for Topology Optimization Based on Deep Neural Network	33
PaDGAN: Learning to Generate High-Quality Novel Designs	33
Automated Keyword Filtering in Latent Dirichlet Allocation for Identifying Product Attributes From Online Reviews	32
Building a Trustworthy Product-Level Shape-Performance Integrated Digital Twin With Multifidelity Surrogate Model	31
Rapid Modeling and Design Optimization of Multi-Topology Lattice Structure Based on Unit-Cell Library	30
Design and Error Evaluation of Planar 2DOF Remote Center of Motion Mechanisms With Cable Transmissions	29
A Novel Two-Stage Constant Force Compliant Microgripper	26
Deriving Design Feature Vectors for Patent Images Using Convolutional Neural Networks	25
Toward a Digital Twin: Time Series Prediction Based on a Hybrid Ensemble Empirical Mode Decomposition and BO-LSTM Neural Networks	24
Approach for Importance–Performance Analysis of Product Attributes From Online Reviews	23
Positioning Accuracy Reliability of Industrial Robots Through Probability and Evidence Theories	23
Time-Dependent System Reliability Analysis With Second-Order Reliability Method	22
Confidence-Based Design Optimization for a More Conservative Optimum Under Surrogate Model Uncertainty Caused by Gaussian Process	21
Investigation of Printing Parameters of Additive Manufacturing Process for Sustainability Using Design of Experiments	21

Gear Root Bending Strength: A Comparison Between Single Tooth Bending Fatigue Tests and Meshing Gears	20
METASET: Exploring Shape and Property Spaces for Data-Driven Metamaterials Design	19
Reconfigurable Robotic System Design With Application to Cleaning and Maintenance	19
Eliciting Attribute-Level User Needs From Online Reviews With Deep Language Models and Information Extraction	19
A Study on Basis Functions of the Parameterized Level Set Method for Topology Optimization of Continuums	19
Design and Kinematics of a Novel Double-Ring Truss Deployable Antenna Mechanism	18
Investigating a Mixed-Initiative Workflow for Digital Mind-Mapping	18
GANTL: Towards Practical and Real-Time Topology Optimization with Conditional GANs and Transfer Learning	18
An Agent-Based Model for Adoption of Clean Technology Using the Theory of Planned Behavior	18
Multi-Fidelity Surrogate Model Based on Canonical Correlation Analysis and Least Squares	17
Leveraging Task Modularity in Reinforcement Learning for Adaptable Industry 4.0 Automation	17
An Efficient Batch K-Fold Cross-Validation Voronoi Adaptive Sampling Technique for Global Surrogate Modeling	17
Human Versus Artificial Intelligence: A Data-Driven Approach to Real-Time Process Management During Complex Engineering Design	16
Are You Feeling Me? An Exploration of Empathy Development in Engineering Design Education	16
Generative Design of Bionic Structures Via Concurrent Multiscale Topology Optimization and Conformal Geometry Method	16
OTL-PEM: An Optimization-Based Two-Layer Pointwise Ensemble of Surrogate Models	16
Predicting Sequential Design Decisions Using the Function-Behavior-Structure Design Process Model and Recurrent Neural Networks	16
Data Fusion With Latent Map Gaussian Processes	16
Biologically Inspired Design Concept Generation Using Generative Pre-Trained Transformers	15
Toward Reusable Surrogate Models: Graph-Based Transfer Learning on Trusses	14
Building a Lightweight Digital Twin of a Crane Boom for Structural Safety Monitoring Based on a Multifidelity Surrogate Model	14
Multi-Objective Redundancy Allocation for Multi-State System Design Under Epistemic Uncertainty of Component States	14
Extended Dynamic Stiffness Model for Analyzing Flexure-Hinge Mechanisms With Lumped Compliance	14
Design of Deployable Mechanisms Based on Wren Parallel Mechanism Units	14
Knowledge-Based Design Guidance System for Cloud-Based Decision Support in the Design of Complex Engineered Systems	14
A Survey of Modeling and Optimization Methods for Multi-Scale Heterogeneous Lattice Structures	14
Sequential Radial Basis Function-Based Optimization Method Using Virtual Sample Generation	14
Zero Torque Compliant Mechanisms Employing Pre-buckled Beams	14
Analysis of Designer Emotions in Collaborative and Traditional Computer-Aided Design	14
Resource-Constrained Scheduling for Multi-Robot Cooperative Three-Dimensional Printing	13
Approaches for Minimizing Joints in Single-Degree-of-Freedom Origami-Based Mechanisms	13
Report on Engineering Design Self-Efficacy and Demographics of Makerspace Participants Across Three Universities	13
Inverse Design of Two-Dimensional Airfoils Using Conditional Generative Models and Surrogate Log-Likelihoods	13
Evidence-Theory-Based Reliability Analysis Through Kriging Surrogate Model	13
Generalizability of Convolutional Encoder–Decoder Networks for Aerodynamic Flow-Field Prediction Across Geometric and Physical-Fluidic Variations	13
An Adaptive Dendrite-HDMR Metamodeling Technique for High-Dimensional Problems	13
Semantic Networks for Engineering Design: State of the Art and Future Directions	13
Bridging Topological Results and Thin-Walled Frame Structures Considering Manufacturability	13
Mining Design Heuristics for Additive Manufacturing Via Eye-Tracking Methods and Hidden Markov Modeling	13
Design of Transformable Hinged Ori-Block Dissected from Cylinders and Cones	13
Scalable Set-Based Design Optimization and Remanufacturing for Meeting Changing Requirements	13
An LSTM-Based Ensemble Learning Approach for Time-Dependent Reliability Analysis	12
How Should We Measure Creativity in Engineering Design? A Comparison Between Social Science and Engineering Approaches	12
A Sequential Sampling Approach for Multi-Fidelity Surrogate Modeling-Based Robust Design Optimization	12
High-Dimensional Reliability Method Accounting for Important and Unimportant Input Variables	12
Adding a Detrital Actor to Increase System of System Resilience: A Case Study Test of a Biologically Inspired Design Heuristic to Guide Sociotechnical Network Evolution	12
A Unified Inverse Design and Optimization Workflow for the Miura-oRing Metastructure	12
Electric Vehicle Battery Thermal and Cabin Climate Management Based on Model Predictive Control	12
Design of Phononic Bandgap Metamaterials Based on Gaussian Mixture Beta Variational Autoencoder and Iterative Model Updating	11
Generative Design: Reframing the Role of the Designer in Early-Stage Design Process	11

Multifidelity Data Fusion Based on Gradient-Enhanced Surrogate Modeling Method	11
Simulation-Based Mission Mobility Reliability Analysis of Off-Road Ground Vehicles	11
A Data-Driven Methodology to Improve Tolerance Allocation Using Product Usage Data	11
A Product Architecture-Based Tool for Bioinspired Function-Sharing	11
Decision-Making Under Uncertainty for a Digital Thread-Enabled Design Process	10
Simultaneous Packing and Routing Optimization Using Geometric Projection	10
Challenges and Opportunities in Geometric Modeling of Complex Bio-Inspired Three-Dimensional Objects Designed for Additive Manufacturing	10
Analyzing Real Options and Flexibility in Engineering Systems Design Using Decision Rules and Deep Reinforcement Learning	10
Motion–Force Interaction Performance Analyses of Redundantly Actuated and Overconstrained Parallel Robots With Closed-Loop Subchains	10
A Sequential Sampling Generation Method for Multi-Fidelity Model Based on Voronoi Region and Sample Density	10
Impact of Generational Commonality of Short Life Cycle Products in Manufacturing and Remanufacturing Processes	10
Estimating Effect of Additional Sample on Uncertainty Reduction in Reliability Analysis Using Gaussian Process	10
Fluid-Thermal Topology Optimization of Gas Turbine Blade Internal Cooling Ducts	10
So You Think Your System Is Complex?: Why and How Existing Complexity Measures Rarely Agree	10
Special Issue: Artificial Intelligence and Engineering Design	10
Research on the Influence of Clearance Variation on the Stiffness Fluctuation of Ball Bearing Under Different Operating Conditions	10
Design Strategy Network: A deep hierarchical framework to represent generative design strategies in complex action spaces	10
Are Two Heads Better Than One for Computer-Aided Design?	9
Phrase Embedding and Clustering for Sub-Feature Extraction From Online Data	9
Revisiting Flexibility in Design: An Analysis of the Impact of Implementation Uncertainty on the Value of Real Options	9
An Approach for Geometrically Nonlinear Topology Optimization Using Moving Wide-Bézier Components With Constrained Ends	9
Multi-Model Bayesian Optimization for Simulation-Based Design	9
A Design Methodology for Hybrid Electric Vehicle Powertrain Configurations With Planetary Gear Sets	9
Design and Analysis of New Haptic Joysticks for Enhancing Operational Skills in Excavator Control	9
When Faced With Increasing Complexity: The Effectiveness of Artificial Intelligence Assistance for Drone Design	9
Goal-Directed Design Agents: Integrating Visual Imitation With One-Step Lookahead Optimization for Generative Design	9
Impact of Timing in the Design Process on Students’ Application of Design for Additive Manufacturing Heuristics	9
Bone Adaptation-Driven Design of Periodic Scaffolds	9
An Experimental and Theoretical Study of Quasi-Static Behavior of Double-Helical Gear Sets	9
A Quantile-Based SORA Method Using Maximum Entropy Method With Fractional Moments	9
Optimal Modular Remanufactured Product Configuration and Harvesting Planning for End-of-Life Products	9
Only as Strong as the Strongest Link: The Relative Contribution of Individual Team Member Proficiency in Configuration Design	8
Toward a Theory of Systems Engineering	8
Shaping Pedestrians’ Trust in Autonomous Vehicles: An Effect of Communication Style, Speed Information, and Adaptive Strategy	8
The Improved DLR Wrist: Design and Analysis of 2-Degrees-of-Freedom Rotational Mechanism Using Spatial Antiparallelogram Linkages	8
Lattice Structure Optimization With Orientation-Dependent Material Properties	8
Design and Kinematic Analysis of a Novel Deployable Antenna Mechanism for Synthetic Aperture Radar Satellites	8
Investigation of Parameter Spaces for Topology Optimization With Three-Dimensional Orientation Fields for Multi-Axis Additive Manufacturing	8
Lost in Translation: Examining the Complex Relationship Between Prototyping and Communication	8
Scalable Fully Bayesian Gaussian Process Modeling and Calibration With Adaptive Sequential Monte Carlo for Industrial Applications	8
Time-Dependent System Kinematic Reliability Analysis for Robotic Manipulators	8
Topology Optimization of Linkage Mechanisms Simultaneously Considering Both Kinematic and Compliance Characteristics	8
A Predictive and Generative Design Approach for Three-Dimensional Mesh Shapes Using Target-Embedding Variational Autoencoder	8
A Novel Classification Method to Random Samples for Efficient Reliability Sensitivity Analysis	8
Evolutionary Gaussian Processes	8
An Experimental Evaluation of High-Cycle Gear Tooth Bending Fatigue Lives Under Fully Reversed and Fully Released Loading Conditions With Application to Planetary Gear Sets	8
On the Ensemble of Surrogate Models by Minimum Screening Index	8
Experimental and Theoretical Investigation of Quasi-Static System Level Behavior of Planetary Gear Sets	8
An Optimal Architectural Design for Unconventional Modular Reconfigurable Manipulation System	8
A Large Range Compliant Nano-Manipulator Supporting Electron Beam Lithography	8
Design Principles for Additive Manufacturing: Leveraging Crowdsourced Design Repositories	8
Enhancing Creative Redesign Through Multimodal Design Heuristics for Additive Manufacturing	8
A Synergy-Based Approach for the Design of a Lower-Limb, Cable-Driven Exosuit	8
Static and Dynamic Compliance Analyses of Curved-Axis Flexure Hinges: A Discrete Beam Transfer Matrix	8
Novel Design of a Rotation Center Auto-Matched Ankle Rehabilitation Exoskeleton With Decoupled Control Capacity	8
Designing an Optimal Modular-Based Product Family Under Intellectual Property and Sustainability Considerations	8
Scalable Adaptive Batch Sampling in Simulation-Based Design With Heteroscedastic Noise	8
Optimization-Based Disassembly Sequence Planning Under Uncertainty for Human–Robot Collaboration	8
Data-Driven Calibration of Multifidelity Multiscale Fracture Models Via Latent Map Gaussian Process	8
RANGE-GAN: Design Synthesis Under Constraints Using Conditional Generative Adversarial Networks	7
Reliability-Informed Life Cycle Warranty Cost and Life Cycle Analysis of Newly Manufactured and Remanufactured Units	7
A Safety Factor Method for Reliability-Based Component Design	7
Design, analysis and test of a novel cylinder-driven mode applied to microgripper	7
Application of the Bilateral Filter for the Reconstruction of Spiral Bevel Gear Tooth Surfaces From Point Clouds	7
Variational Level Set Method for Topology Optimization of Origami Fold Patterns	7
A Novel Planetary Thread Roller Bearing: Design and Analysis of Load Characteristic	7
Optimizing Topology and Fiber Orientations With Minimum Length Scale Control in Laminated Composites	7
Conceptualizing Stable States in Origami-Based Devices Using an Energy Visualization Approach	7
A Multi-Objective Bayesian Optimization Approach Using the Weighted Tchebycheff Method	7
A Shared Framework of Reference, a First Step Toward Engineers’ and Biologists’ Synergic Reasoning in Biomimetic Design Teams	7
Investigation of a Voronoi Diagram Representation for the Computational Design of Additively Manufactured Discrete Lattice Structures	7
A Framework for Designing the Customer-Order Decoupling Point to Facilitate Mass Customization	7
Hierarchical Control Co-Design Using a Model Fidelity-Based Decomposition Framework	7
Study on Building Digital-Twin of Face-Milled Hypoid Gear From Measured Tooth Surface Topographical Data	7
G-Lattices: A Novel Lattice Structure and Its Generative Synthesis Under Additive Manufacturing Constraints	7
The Evolution and Impact of Human Confidence in Artificial Intelligence and in Themselves on AI-Assisted Decision-Making in Design	7
An Approach to Bayesian Optimization for Design Feasibility Check on Discontinuous Black-Box Functions	7
Optimum Design and Trafficability Analysis for an Articulated Wheel-Legged Forestry Chassis	7
Multi-Objective Optimal Design of a Cable-Driven Parallel Robot Based on an Adaptive Adjustment Inertia Weight Particle Swarm Optimization Algorithm	7
Investigating Information: A Qualitative Analysis of Expert Designers’ Information Representation and Structuring Behaviors	7

A Compact Mirror-Symmetrical XY Compliant Parallel Manipulator for Minimizing Parasitic Rotations	6
Development of an Automated Mass-Customization Pipeline for Knee Replacement Surgery Using Biplanar X-Rays	6
Assembly Variation Analysis of Incompletely Positioned Macpherson Suspension Systems Considering Vehicle Load Change	6
ERGO: A New Robust Design Optimization Technique Combining Multi-Objective Bayesian Optimization With Analytical Uncertainty Quantification	6
An Integrated Surrogate Modeling Method for Fusing Noisy and Noise-Free Data	6
Estimation of Small Failure Probability Based on Adaptive Subset Simulation and Deep Neural Network	6
Reconciling Enumeration Contradictions: Complete List of Baranov Chains With Up to 15 Links With Mathematical Proof	6
Scalable Gaussian Processes for Data-Driven Design Using Big Data With Categorical Factors	6
BIKED: A Dataset for Computational Bicycle Design with Machine Learning Benchmarks	6
A Comparative Analysis of Information Gathering Meetings Conducted by Novice Design Teams Across Multiple Design Project Stages	6
Deep Generative Tread Pattern Design Framework for Efficient Conceptual Design	6
Design of Contact-Aided Compliant Flexure Hinge Mechanism Using Superelastic Nitinol	6
Reliability-Based Multivehicle Path Planning Under Uncertainty Using a Bio-Inspired Approach	6
Out in the Field Versus Inside in the Lab: A Comparison of Design Professionals’ Concept Screening Practices	6
Deep Learning Methods of Cross-Modal Tasks for Conceptual Design of Product Shapes: A Review	6
A Reliability-Based Formulation for Simulation-Based Control Co-Design Using Generalized Polynomial Chaos Expansion	6
Multiphysics Design Optimization via Generative Adversarial Networks	6
Neural Network-Assisted Design: A Study of Multiscale Topology Optimization With Smoothly Graded Cellular Structures	6
Exploring the Effectiveness of Providing Structured Design-for-the-Environment Strategies During Conceptual Design	6
Artificial Intelligence Design for Ship Structures: A Variant Multiple-Input Neural Network-Based Ship Resistance Prediction	6
Topology Optimization of Multimaterial Thermoelectric Structures	6
An Articulated Robotic Forceps Design With a Parallel Wrist-Gripper Mechanism and Parasitic Motion Compensation	6
Force Evaluation of Tendon Routing for Underactuated Grasping	6
Leveraging End-User Data for Enhanced Design Concept Evaluation: A Multimodal Deep Regression Model	6
An Optimization Framework for the Design of Cable Harness Layouts in Planar Interconnected Systems	6
An Efficient Uncertainty Propagation Analysis Method for Problems Involving Non-Parameterized Probability-Boxes	6
The Dark Side of Modularity: How Decomposing Problems can Increase System Complexity	6
Factors Impacting Highly Innovative Designs: Idea Fluency, Timing, and Order	6
Building Block Synthesis of Self-Supported Three-Dimensional Compliant Elements for Metallic Additive Manufacturing	6
Low-Cycle Fatigue Lifetime Estimation and Predictive Maintenance for a Gas Turbine Compressor Vane Carrier Under Varying Operating Conditions	6
Social Network Word-of-Mouth Integrated Into Agent-Based Design for Market Systems Modeling	6
A Study on the Mechanisms of Change Propagation in Mechanical Design	6
Design and Analysis of a Three-Fingered Deployable Metamorphic Robotic Grasper	6