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Journal Articles

Mastering Truss Structure Optimization With Tree Search

Open Access
Gabriel Garayalde, Luca Rosafalco, Matteo Torzoni, Alberto Corigliano
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2025, 147(10): 101702.
Paper No: MD-24-1369
https://doi.org/10.1115/1.4068300
Published Online: April 16, 2025
View Articletitled, Mastering Truss Structure Optimization With Tree Search
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Topics: Design, Optimization, Trusses (Building), Construction
Journal Articles

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

Available to Purchase
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 Articletitled, 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

Importance-Induced Customer Segmentation Using Explainable Machine Learning

Available to Purchase
Seyoung Park, Yilan Jiang, Harrison Kim
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. April 2025, 147(4): 044501.
Paper No: MD-24-1118
https://doi.org/10.1115/1.4066746
Published Online: October 24, 2024
View Articletitled, Importance-Induced Customer Segmentation Using Explainable Machine Learning
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Topics: Image segmentation, Construction, Machine learning
Journal Articles

Top-Down Hierarchical Construction and Application of a Domain Knowledge Graph Based on Multimodal Design Information

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Zhinan Li, Guodong Sa, Zhenyu Liu, Bin Li, Jianrong Tan
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2025, 147(3): 031401.
Paper No: MD-23-1892
https://doi.org/10.1115/1.4066680
Published Online: October 18, 2024
View Articletitled, Top-Down Hierarchical Construction and Application of a Domain Knowledge Graph Based on Multimodal Design Information
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Topics: Conceptual design, Construction, Design, Ontologies, Semantics
Journal Articles

Net-HDMR Metamodeling Method for High-Dimensional Problems

Available to Purchase
Jie Liu, Yue Zhao, Fei Lei, Fei Ding
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2023, 145(9): 091706.
Paper No: MD-23-1128
https://doi.org/10.1115/1.4062669
Published Online: June 26, 2023
View Articletitled, Net-HDMR Metamodeling Method for High-Dimensional Problems
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Topics: Interpolation, Metamodeling, Modeling, Sampling methods, Splines, Approximation, Dimensions, Deformation, Construction
Journal Articles

Evidence-Theory-Based Reliability Analysis From the Perspective of Focal Element Classification Using Deep Learning Approach

Open Access
L. Chen, Z. Zhang, G. Yang, Q. Zhou, Y. Xia, C. Jiang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. July 2023, 145(7): 071702.
Paper No: MD-22-1753
https://doi.org/10.1115/1.4062271
Published Online: May 17, 2023
View Articletitled, Evidence-Theory-Based Reliability Analysis From the Perspective of Focal Element Classification Using Deep Learning Approach
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Topics: Dimensions, Errors, Event history analysis, Reliability, Uncertainty, Probability, Construction
Journal Articles

Optimum Design for a New Reconfigurable Two-Wheeled Self-Balancing Robot Based on Virtual Equivalent Parallel Mechanism

Available to Purchase
Hongyan Tang, James W. Zhang, Lanqing Pan, Dan Zhang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2023, 145(5): 053302.
Paper No: MD-22-1678
https://doi.org/10.1115/1.4056575
Published Online: January 10, 2023
View Articletitled, Optimum Design for a New Reconfigurable Two-Wheeled Self-Balancing Robot Based on Virtual Equivalent Parallel Mechanism
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Topics: Design, Kinematics, Optimization, Robots, Gravity (Force), Parallel mechanisms, Construction, Steering wheels, Dimensions, Chain
Journal Articles

A Hybrid Semantic Networks Construction Framework for Engineering Design

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Cheligeer Cheligeer, Jiami Yang, Amin Bayatpour, Alexandra Miklin, Stéphane Dufresne, Lan Lin, Nadia Bhuiyan, Yong Zeng
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2023, 145(4): 041405.
Paper No: MD-22-1501
https://doi.org/10.1115/1.4056076
Published Online: December 14, 2022
View Articletitled, A Hybrid Semantic Networks Construction Framework for Engineering Design
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Topics: Construction, Design, Modeling, Semantics, Engineering design, Algorithms, Aircraft, Braking
Journal Articles

Type Synthesis of Modular Polyhedral Mechanisms Based on the Generalized Mechanism Models of Regular Polyhedron

Available to Purchase
Fanchen Kong, Jingfang Liu, Huafeng Ding, Guohua Gao
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2023, 145(2): 023304.
Paper No: MD-22-1310
https://doi.org/10.1115/1.4056079
Published Online: December 12, 2022
View Articletitled, Type Synthesis of Modular Polyhedral Mechanisms Based on the Generalized Mechanism Models of Regular Polyhedron
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Topics: Design, Kinematics, Mechanical admittance, Robots, Topology, Screws, Construction, Manufacturing, Degrees of freedom
Journal Articles

Constructing Product Usage Context Knowledge Graph Using User-Generated Content for User-Driven Customization

Available to Purchase
Xingzhi Wang, Ang Liu, Sami Kara
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2023, 145(4): 041404.
Paper No: MD-22-1492
https://doi.org/10.1115/1.4056321
Published Online: December 12, 2022
View Articletitled, Constructing Product Usage Context Knowledge Graph Using User-Generated Content for User-Driven Customization
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Topics: Construction, Design, Failure, Modeling, Ontologies, Vacuum, Semantics, Robots
Journal Articles

Finding Social Networks Among Online Reviewers for Customer Segmentation

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Seyoung Park, Harrison M. Kim
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2022, 144(12): 121703.
Paper No: MD-22-1222
https://doi.org/10.1115/1.4055624
Published Online: October 10, 2022
View Articletitled, Finding Social Networks Among Online Reviewers for Customer Segmentation
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Topics: Image segmentation, Design, Construction
Journal Articles

Compliance Realization With Planar Serial Mechanisms Having Fixed Link Lengths

Free
Shuguang Huang, Joseph M. Schimmels
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2022, 144(8): 083301.
Paper No: MD-21-1615
https://doi.org/10.1115/1.4053819
Published Online: March 31, 2022
View Articletitled, Compliance Realization With Planar Serial Mechanisms Having Fixed Link Lengths
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Topics: Construction, Geometry, Screws, Stiffness, Elasticity, Compliant mechanisms, Manipulators
Journal Articles

Goal-Directed Design Agents: Integrating Visual Imitation With One-Step Lookahead Optimization for Generative Design

Free
Ayush Raina, Lucas Puentes, Jonathan Cagan, Christopher McComb
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. December 2021, 143(12): 124501.
Paper No: MD-20-1783
https://doi.org/10.1115/1.4051013
Published Online: June 9, 2021
View Articletitled, Goal-Directed Design Agents: Integrating Visual Imitation With One-Step Lookahead Optimization for Generative Design
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Topics: Design, Trusses (Building), Construction, Feedback
Journal Articles

A Mobile Bennett Network Constructed With Identical Square Panels

Available to Purchase
Fufu Yang, Yuan Gao, Shuailong Lu, Kunjing Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2021, 143(11): 113301.
Paper No: MD-20-1871
https://doi.org/10.1115/1.4050658
Published Online: May 6, 2021
View Articletitled, A Mobile Bennett Network Constructed With Identical Square Panels
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Topics: Kinematics, Linkages, Construction, Engineering prototypes
Journal Articles

Multi-Fidelity Surrogate Model Based on Canonical Correlation Analysis and Least Squares

Available to Purchase
Liye Lv, Chaoyong Zong, Chao Zhang, Xueguan Song, Wei Sun
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2021, 143(2): 021705.
Paper No: MD-19-1886
https://doi.org/10.1115/1.4047686
Published Online: September 17, 2020
View Articletitled, Multi-Fidelity Surrogate Model Based on Canonical Correlation Analysis and Least Squares
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Topics: Construction, Errors, Experimental design, Robustness, Simulation, Testing, Design, Optimization, Computational fluid dynamics, Dimensions
Journal Articles

Rapid Modeling and Design Optimization of Multi-Topology Lattice Structure Based on Unit-Cell Library

Available to Purchase
Yuan Liu, Shurong Zhuo, Yining Xiao, Guolei Zheng, Guoying Dong, Yaoyao Fiona Zhao
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2020, 142(9): 091705.
Paper No: MD-19-1867
https://doi.org/10.1115/1.4046812
Published Online: May 8, 2020
View Articletitled, Rapid Modeling and Design Optimization of Multi-Topology Lattice Structure Based on Unit-Cell Library
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Topics: Design, Modeling, Optimization, Topology, Density, Construction, Mechanical properties
Journal Articles

Structural Synthesis of Baranov Trusses With Up to 13 Links

Available to Purchase
Peng Huang, Huafeng Ding
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. July 2019, 141(7): 072301.
Paper No: MD-18-1665
https://doi.org/10.1115/1.4042620
Published Online: March 28, 2019
View Articletitled, Structural Synthesis of Baranov Trusses With Up to 13 Links
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Topics: Algorithms, Chain, Construction, Design, Kinematic chains, Robots, Trusses (Building), Kinematics
Journal Articles

Expensive Black-Box Model Optimization Via a Gold Rush Policy

Available to Purchase
Benson Isaac, Douglas Allaire
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. March 2019, 141(3): 031401.
Paper No: MD-18-1458
https://doi.org/10.1115/1.4042113
Published Online: January 10, 2019
View Articletitled, Expensive Black-Box Model Optimization Via a Gold Rush Policy
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Topics: Design, Optimization, Construction, Approximation
Journal Articles

Design of Dynamic Systems Using Surrogate Models of Derivative Functions

Free
Anand P. Deshmukh, James T. Allison
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. October 2017, 139(10): 101402.
Paper No: MD-16-1673
https://doi.org/10.1115/1.4037407
Published Online: August 30, 2017
View Articletitled, Design of Dynamic Systems Using Surrogate Models of Derivative Functions
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Topics: Design, Dynamic systems, Modeling, Optimization, Simulation, Wind turbines, Construction
Journal Articles

A Design Method for Orthopedic Plates Based on Surface Features

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Lin Wang, Kunjin He, Zhengming Chen, Yin Yang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. February 2017, 139(2): 024502.
Paper No: MD-16-1650
https://doi.org/10.1115/1.4035320
Published Online: December 22, 2016
View Articletitled, A Design Method for Orthopedic Plates Based on Surface Features
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Topics: Bone, Orthopedics, Plates (structures), Design, Construction, Design methodology