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Journal Articles

DrivAerNet: A Parametric Car Dataset for Data-Driven Aerodynamic Design and Prediction

Mohamed Elrefaie, Angela Dai, Faez Ahmed
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2025, 147(4): 041712.
Paper No: MD-24-1657
https://doi.org/10.1115/1.4068104
Published Online: March 25, 2025
View Article titled, DrivAerNet: A Parametric Car Dataset for Data-Driven Aerodynamic Design and Prediction
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Topics: Computational fluid dynamics, Design, Drag (Fluid dynamics), Simulation, Pressure, Machine learning, Turbulence, Shapes, Modeling, Deep learning
Journal Articles

Design for Repairability: Scoring Device Repairability Using Topic Modeling

Accepted Manuscript
Claire Franz, Michael Saidani, Hyeonik Song
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1829
https://doi.org/10.1115/1.4068269
Published Online: March 21, 2025
View Article titled, Design for Repairability: Scoring Device Repairability Using Topic Modeling
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Topics: Design, Modeling
Journal Articles

Nonlinear Design of a General Single-Translation Constraint and the Resulting General Spherical Joint

Jiaxiang Zhu, Shiyao Li, Guangbo Hao
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2025, 147(10): 103301.
Paper No: MD-24-1592
https://doi.org/10.1115/1.4068101
Published Online: March 20, 2025
View Article titled, Nonlinear Design of a General Single-Translation Constraint and the Resulting General Spherical Joint
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Topics: Design, Displacement, Finite element analysis, Geometry, Rotation, Engineering prototypes, Modeling, Errors, Stress, Manufacturing
Journal Articles

Design of a 6-DOF Heavy-Duty and High-Precision 3–3 Orthogonal Parallel Robot With Flexible Hinges

Chenkun Qi, Jianfeng Lin, Yan Hu, Songlin Zhou, Feng Gao
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2025, 147(9): 093304.
Paper No: MD-24-1860
https://doi.org/10.1115/1.4068018
Published Online: March 13, 2025
View Article titled, Design of a 6-DOF Heavy-Duty and High-Precision 3–3 Orthogonal Parallel Robot With Flexible Hinges
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Topics: Design, Displacement, Isotropy, Modeling, Robots, Rotation, Stiffness, Torque, Hinges, Chain
Journal Articles

Heterogeneous Multi-Source Data Fusion Through Input Mapping and Latent Variable Gaussian Process

Yigitcan Comlek, Sandipp Krishnan Ravi, Piyush Pandita, Sayan Ghosh, Liping Wang, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2025, 147(4): 041711.
Paper No: MD-24-1500
https://doi.org/10.1115/1.4068016
Published Online: March 13, 2025
View Article titled, Heterogeneous Multi-Source Data Fusion Through Input Mapping and Latent Variable Gaussian Process
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Topics: Data fusion, Modeling, Design, Manufacturing, Cantilever beams
Journal Articles

Compliant Toggle-Linkage Mechanisms: A New Type of Displacement–Force Amplification Principle

Shilei Wu, Mingxiang Ling
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2025, 147(8): 083304.
Paper No: MD-24-1668
https://doi.org/10.1115/1.4067748
Published Online: February 26, 2025
View Article titled, Compliant Toggle-Linkage Mechanisms: A New Type of Displacement–Force Amplification Principle
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Topics: Bending (Stress), Design, Displacement, Levers, Linkages, Stiffness, Modeling, Gates (Closures), Compliant mechanisms
Journal Articles

Dynamic Modeling, Uncertainty Analysis, and Experimental Study of a New Cable-Driven Parallel Robot With Interval Variables

Bin Zhou, Sipan Li, Zhiyuan Wang, Bing Chen, Bin Zi
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2025, 147(8): 083301.
Paper No: MD-24-1463
https://doi.org/10.1115/1.4067712
Published Online: February 25, 2025
View Article titled, Dynamic Modeling, Uncertainty Analysis, and Experimental Study of a New Cable-Driven Parallel Robot With Interval Variables
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Topics: Cables, Dynamic modeling, Dynamic response, Errors, Polynomials, Robots, Uncertainty analysis, Kinematics, Thrust, Equilibrium (Physics)
Journal Articles

Optimal Synthesis of Zero-Stiffness Compliant Mechanisms Based on Potential Energy Principle

Zewei Li, Mohui Jin, Weisheng Wang, Mingyu Qu, Xing Xu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2025, 147(8): 083303.
Paper No: MD-24-1566
https://doi.org/10.1115/1.4067714
Published Online: February 25, 2025
View Article titled, Optimal Synthesis of Zero-Stiffness Compliant Mechanisms Based on Potential Energy Principle
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Topics: Compliant mechanisms, Displacement, Potential energy, Stiffness, Optimization, Modeling, Finite element analysis, Stress, Design
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

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
Journal Articles

NURBS-OT: An Advanced Model for Generative Curve Modeling

Shaoliang Yang, Jun Wang, Kang Wang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2025, 147(3): 031703.
Paper No: MD-24-1312
https://doi.org/10.1115/1.4066549
Published Online: October 18, 2024
View Article titled, NURBS-OT: An Advanced Model for Generative Curve Modeling
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Topics: Airfoils, Algorithms, B-splines, Generative adversarial networks, Machine learning, Modeling, Optimization, Shapes, Parametrization, Design
Journal Articles

Boosting Engineering Optimization With a Novel Recursive Transfer Bifidelity Surrogate Modeling

Xueguan Song, Shuai Zhang, Yong Pang, Jianji Li, Jiankang Zhang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2025, 147(3): 031704.
Paper No: MD-24-1311
https://doi.org/10.1115/1.4066688
Published Online: October 18, 2024
View Article titled, Boosting Engineering Optimization With a Novel Recursive Transfer Bifidelity Surrogate Modeling
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Topics: Hafnium, Metamodeling, Modeling, Optimization, Robustness, Design
Journal Articles

Multi-Split Configuration Design for Fluid-Based Thermal Management Systems

Saeid Bayat, Nastaran Shahmansouri, Satya R. T. Peddada, Alexander Tessier, Adrian Butscher, James T. Allison
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2025, 147(2): 021705.
Paper No: MD-24-1048
https://doi.org/10.1115/1.4066425
Published Online: September 26, 2024
View Article titled, Multi-Split Configuration Design for Fluid-Based Thermal Management Systems
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Topics: Architecture, Design, Flow (Dynamics), Fluids, Heat, Junctions, Modeling, Optimization, Stress, Temperature
Journal Articles

Heuristics for Solver-Aware Systems Architecting: A Reinforcement Learning Approach

Vikranth S. Gadi, Taylan G. Topcu, Zoe Szajnfarber, Jitesh H. Panchal
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2025, 147(2): 021704.
Paper No: MD-24-1061
https://doi.org/10.1115/1.4066441
Published Online: September 23, 2024
View Article titled, Heuristics for Solver-Aware Systems Architecting: A Reinforcement Learning Approach
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Topics: Design, Reinforcement learning, Preferences, Decision making, Modeling
Journal Articles

Design and Optimization of a Cable-Driven Parallel Polishing Robot With Kinematic Error Modeling

Bin Zhou, Shuainan Wu, Bin Zi, Weidong Zhu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2025, 147(1): 013304.
Paper No: MD-24-1117
https://doi.org/10.1115/1.4065915
Published Online: August 21, 2024
View Article titled, Design and Optimization of a Cable-Driven Parallel Polishing Robot With Kinematic Error Modeling
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Topics: Cables, Errors, Kinematics, Robots, Modeling, Pareto optimization, Stiffness, Polishing, Design, Optimization
Journal Articles

Modeling Technical Risk Propagation Using Field-Effects in Automotive Technology Infusion Design Studies

Inñigo Alonso Fernández, Massimo Panarotto, Ola Isaksson
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2024, 146(12): 121702.
Paper No: MD-23-1861
https://doi.org/10.1115/1.4065611
Published Online: June 7, 2024
View Article titled, Modeling Technical Risk Propagation Using Field-Effects in Automotive Technology Infusion Design Studies
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Topics: Design, Risk, Modeling
Journal Articles

A Cognitive Approach for Modeling Customer Demand Dynamics for Optimal Product Release Strategies

Ian Walter, Philip E. Paré, Jitesh H. Panchal
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2024, 146(8): 081706.
Paper No: MD-23-1520
https://doi.org/10.1115/1.4065486
Published Online: June 3, 2024
View Article titled, A Cognitive Approach for Modeling Customer Demand Dynamics for Optimal Product Release Strategies
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Topics: Approximation, Decision making, Dynamics (Mechanics), Engineering simulation, Field theories (Physics), Modeling, Preferences, Sales, Simulation, Probability
Journal Articles

Multi-Fidelity Design of Porous Microstructures for Thermofluidic Applications

Jonathan Tammer Eweis-Labolle, Chuanning Zhao, Yoonjin Won, Ramin Bostanabad
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2024, 146(10): 101705.
Paper No: MD-23-1728
https://doi.org/10.1115/1.4064813
Published Online: March 18, 2024
View Article titled, Multi-Fidelity Design of Porous Microstructures for Thermofluidic Applications
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Topics: Design, Modeling
Journal Articles

Multi-Task Learning for Design Under Uncertainty With Multi-Fidelity Partially Observed Information

Yanwen Xu, Hao Wu, Zheng Liu, Pingfeng Wang, Yumeng Li
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2024, 146(8): 081704.
Paper No: MD-23-1618
https://doi.org/10.1115/1.4064492
Published Online: March 5, 2024
View Article titled, Multi-Task Learning for Design Under Uncertainty With Multi-Fidelity Partially Observed Information
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Topics: Design, Design under uncertainty, Machine learning, Metamodeling, Optimization, Reliability, Reliability-based optimization, Uncertainty, Complex systems, Uncertainty quantification
Journal Articles

Rigid-Compliant Hybrid Cellular Expansion Mechanisms With Motion Amplification and Superposition

Tingwei Wang, Jingjun Yu, Hongzhe Zhao
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2024, 146(6): 063304.
Paper No: MD-23-1565
https://doi.org/10.1115/1.4064240
Published Online: December 22, 2023
View Article titled, Rigid-Compliant Hybrid Cellular Expansion Mechanisms With Motion Amplification and Superposition
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Topics: Design, Displacement, Heat, Energy dissipation, Finite element analysis, Modeling