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Journal Articles

Optimizing Design for Repairability: A Game Theoretic Approach for Incorporating Market Analysis

Mostafa Sabbaghi, Sara Behdad
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. July 2025, 147(7): 071701.
Paper No: MD-24-1094
https://doi.org/10.1115/1.4067105
Published Online: January 15, 2025
View Article titled, Optimizing Design for Repairability: A Game Theoretic Approach for Incorporating Market Analysis
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Topics: Design, Maintenance
Journal Articles

A Single-Loop Method for Time-Variant Reliability Sensitivity Analysis of Motion Mechanisms Using Bayes’ Theorem

Congyi Zha, Chenrong Pan, Zhili Sun, Qin Liu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. July 2025, 147(7): 071702.
Paper No: MD-24-1527
https://doi.org/10.1115/1.4067429
Published Online: January 15, 2025
View Article titled, A Single-Loop Method for Time-Variant Reliability Sensitivity Analysis of Motion Mechanisms Using Bayes’ Theorem
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Topics: Failure, Probability, Reliability, Sensitivity analysis, Theorems (Mathematics), Density
Journal Articles

Multi-lattice Topology Optimization via Generative Lattice Modeling

Accepted Manuscript
Jiangce Chen, Martha Baldwin, Sneha Prabha Narra, Christopher McComb
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1487
https://doi.org/10.1115/1.4067528
Published Online: December 24, 2024
View Article titled, Multi-lattice Topology Optimization via Generative Lattice Modeling
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Topics: Modeling, Topology optimization
Journal Articles

A Visual Representation of Engineering Catalogs using Variational Autoencoders

Accepted Manuscript
Saketh Sridhara, Krishnan Suresh
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1448
https://doi.org/10.1115/1.4067477
Published Online: December 19, 2024
View Article titled, A Visual Representation of Engineering Catalogs using Variational Autoencoders
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Topics: Artificial neural networks, Bearings, Data-driven design, Design, Dimensions, Engineering systems and industry applications, Errors, Machine learning, Motors, Product development
Journal Articles

A Method for Synthesizing Ontology-Based Textual Design Datasets: Evaluating the Potential of LLM in Domain-Specific Dataset Generation

Accepted Manuscript
Yunjian Qiu, Yan Jin
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1460
https://doi.org/10.1115/1.4067478
Published Online: December 19, 2024
View Article titled, A Method for Synthesizing Ontology-Based Textual Design Datasets: Evaluating the Potential of LLM in Domain-Specific Dataset Generation
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Topics: Design, Large language models, Ontologies
Journal Articles

Customer Segmentation and Need Analysis Based on Sentiment Network of Online Reviewers and Graph Embedding

Mengyuan Shen, Bohan Feng, Aoxiang Cheng, Youyi Bi
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2025, 147(4): 041706.
Paper No: MD-24-1461
https://doi.org/10.1115/1.4067226
Published Online: December 13, 2024
View Article titled, Customer Segmentation and Need Analysis Based on Sentiment Network of Online Reviewers and Graph Embedding
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Topics: Construction, Image segmentation, Vehicles, Design
Journal Articles

Spatial Packaging and Routing Optimization of Complex Interacting Engineered Systems

Accepted Manuscript
Mohammad Behzadi, Peter Zaffetti, Jiangce Chen, Lawrence Zeidner, Horea T. Ilies
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1444
https://doi.org/10.1115/1.4067427
Published Online: December 13, 2024
View Article titled, Spatial Packaging and Routing Optimization of Complex Interacting Engineered Systems
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Topics: Design, Optimization, Packaging, Cycles, Packing (Shipments), Packings (Cushioning), Manufacturing, Conceptual design, Geometry, Pareto optimization
Journal Articles

StepIdeator: Utilizing Mixed Representations to Support Step-by-step Design With Generative AI

Accepted Manuscript
Jiayi Yao, Pei Chen, Zhuoshu Li, Yichen Cai, Yexinrui Wu, Weitao You, Lingyun Sun
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1285
https://doi.org/10.1115/1.4067426
Published Online: December 12, 2024
View Article titled, StepIdeator: Utilizing Mixed Representations to Support Step-by-step Design With Generative AI
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Topics: Conceptual design, Creativity, Design, Generative artificial intelligence, Artificial intelligence, Engineering design processes, Polishing, Three-dimensional models
Journal Articles

A Dataset Generation Framework for Symmetry-Induced Mechanical Metamaterials

Mohammad Abu-Mualla, Jida Huang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2025, 147(4): 041705.
Paper No: MD-24-1128
https://doi.org/10.1115/1.4066169
Published Online: December 9, 2024
View Article titled, A Dataset Generation Framework for Symmetry-Induced Mechanical Metamaterials
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Topics: Anisotropy, Design, Mechanical properties, Metamaterials, Topology, Trusses (Building), Elasticity
Includes: Supplementary data
Journal Articles

Bi-Level Interturn Short-Circuit Fault Monitoring for Wind Turbine Generators With Benchmark Dataset Development

Jingyi Yan, Soroush Senemmar, Jie Zhang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2025, 147(4): 041704.
Paper No: MD-24-1438
https://doi.org/10.1115/1.4067056
Published Online: December 9, 2024
View Article titled, Bi-Level Interturn Short-Circuit Fault Monitoring for Wind Turbine Generators With Benchmark Dataset Development
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Topics: Algorithms, Circuits, Condition monitoring, Convolutional neural networks, Generators, Signals, Wind turbines, Maintenance
Journal Articles

DeepJEB: 3D Deep Learning-Based Synthetic Jet Engine Bracket Dataset

Seongjun Hong, Yongmin Kwon, Dongju Shin, Jangseop Park, Namwoo Kang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2025, 147(4): 041703.
Paper No: MD-24-1402
https://doi.org/10.1115/1.4067089
Published Online: November 27, 2024
View Article titled, DeepJEB: 3D Deep Learning-Based Synthetic Jet Engine Bracket Dataset
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Topics: Design, Engineering simulation, Jet engines, Reliability, Shapes, Simulation, Stress, Simulation results, Displacement, Filtration
Journal Articles

Topology-Agnostic Graph U-Nets for Scalar Field Prediction on Unstructured Meshes

Kevin Ferguson, Yu-hsuan Chen, Yiming Chen, Andrew Gillman, James Hardin, Levent Burak Kara
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2025, 147(4): 041701.
Paper No: MD-24-1458
https://doi.org/10.1115/1.4066960
Published Online: November 18, 2024
View Article titled, Topology-Agnostic Graph U-Nets for Scalar Field Prediction on Unstructured Meshes
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Topics: Displacement, Graph neural networks, Scalar field theory, Shapes, Stress, Topology, Additive manufacturing, Simulation, Design
Journal Articles

Comprehensive Geometric Parameterization and Computationally Efficient 3D Shape Matching Optimization of Realistic Stents

Ankush Kapoor, Tapabrata Ray, Nigel Jepson, Susann Beier
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2025, 147(5): 051703.
Paper No: MD-24-1477
https://doi.org/10.1115/1.4066961
Published Online: November 18, 2024
View Article titled, Comprehensive Geometric Parameterization and Computationally Efficient 3D Shape Matching Optimization of Realistic Stents
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Topics: Design, Optimization, Shapes, Stents, Geometry, Parametrization
Includes: Supplementary data
Journal Articles

A Harmonic Response Topology Optimization Method Based on Hybrid Cellular Automata

Ziyi Wang, Xueguan Song, Ziyun Kan
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2025, 147(5): 051702.
Paper No: MD-24-1529
https://doi.org/10.1115/1.4066962
Published Online: November 18, 2024
View Article titled, A Harmonic Response Topology Optimization Method Based on Hybrid Cellular Automata
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Topics: Displacement, Excitation, Optimization, Topology optimization, Stress, Robots
Journal Articles

A Novel Connectivity Index for Microstructures Imperfection Detection and Rectification in a Multiscale Structure Design

Sina Rastegarzadeh, Jida Huang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2025, 147(5): 051705.
Paper No: MD-24-1136
https://doi.org/10.1115/1.4067054
Published Online: November 18, 2024
View Article titled, A Novel Connectivity Index for Microstructures Imperfection Detection and Rectification in a Multiscale Structure Design
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Topics: Design, Optimization
Journal Articles

Representation Learning for Sequential Volumetric Design Tasks

Md Ferdous Alam, Yi Wang, Chin-Yi Cheng, Jieliang Luo
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2025, 147(5): 051704.
Paper No: MD-24-1258
https://doi.org/10.1115/1.4066686
Published Online: November 18, 2024
View Article titled, Representation Learning for Sequential Volumetric Design Tasks
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Topics: Design, Preferences, Density
Journal Articles

A Dataset of 3M Single-DOF Planar 4-, 6-, and 8-Bar Linkage Mechanisms With Open and Closed Coupler Curves for Machine Learning-Driven Path Synthesis

Anar Nurizada, Rohit Dhaipule, Zhijie Lyu, Anurag Purwar
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2025, 147(4): 041702.
Paper No: MD-24-1483
https://doi.org/10.1115/1.4067014
Published Online: November 18, 2024
View Article titled, A Dataset of 3M Single-DOF Planar 4-, 6-, and 8-Bar Linkage Mechanisms With Open and Closed Coupler Curves for Machine Learning-Driven Path Synthesis
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Topics: Linkages, Robustness, Algorithms, Machine learning, Artificial neural networks, Machinery, Kinematics
Journal Articles

An Improved Envelope Method for Time-Dependent Mechanism Reliability

Junfu Zhang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2025, 147(5): 051706.
Paper No: MD-24-1105
https://doi.org/10.1115/1.4067055
Published Online: November 18, 2024
View Article titled, An Improved Envelope Method for Time-Dependent Mechanism Reliability
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Topics: Dimensions, Errors, Failure, Probability, Reliability, Kinematics, Event history analysis
Journal Articles

Automated Layout Design of Hydraulic Components With Constraints on Flow Channels

Ciming Zhu, Feixue Wang, Hongyuan Zhang, Yongjiang Zheng, Chengfeng Ding, Shuai Li, Jing Yao
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2025, 147(5): 051701.
Paper No: MD-24-1395
https://doi.org/10.1115/1.4066689
Published Online: November 1, 2024
View Article titled, Automated Layout Design of Hydraulic Components With Constraints on Flow Channels
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Topics: Design, Flow (Dynamics), Optimization, Collisions (Physics), Algorithms
Journal Articles

Data-Efficient Dimensionality Reduction and Surrogate Modeling of High-Dimensional Stress Fields

Anirban Samaddar, Sandipp Krishnan Ravi, Nesar Ramachandra, Lele Luan, Sandeep Madireddy, Anindya Bhaduri, Piyush Pandita, Changjie Sun, Liping Wang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2025, 147(3): 031701.
Paper No: MD-24-1156
https://doi.org/10.1115/1.4066224
Published Online: October 18, 2024
View Article titled, Data-Efficient Dimensionality Reduction and Surrogate Modeling of High-Dimensional Stress Fields
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Topics: Compression, Computer-aided engineering, Metamodeling, Modeling, Stress