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Journal Articles

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

Available to Purchase
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 Articletitled, 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

Special Issue: Design by Data: Cultivating Datasets for Engineering Design

Free
Faez Ahmed, Cyril Picard, Wei Chen, Christopher McComb, Pingfeng Wang, Ikjin Lee, Tino Stankovic, Douglas Allaire, Stefan Menzel
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Guest Editorial
J. Mech. Des. April 2025, 147(4): 040301.
Paper No: MD-25-1085
https://doi.org/10.1115/1.4067871
Published Online: February 28, 2025
View Articletitled, Special Issue: Design by Data: Cultivating Datasets for Engineering Design
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Topics: Design, Engineering design
Journal Articles

Product Design Incorporating Competition Relations: A Network-Based Design Framework Considering Local Dependencies

Open Access
Yinshuang Xiao, Yaxin Cui, Johan Koskinen, Noshir Contractor, Wei Chen, Zhenghui Sha
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2025, 147(2): 021702.
Paper No: MD-24-1205
https://doi.org/10.1115/1.4066426
Published Online: September 23, 2024
View Articletitled, Product Design Incorporating Competition Relations: A Network-Based Design Framework Considering Local Dependencies
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Topics: Design, Optimization, Design methodology
Journal Articles

Data-Driven Global Sensitivity Analysis of Variable Groups for Understanding Complex Physical Interactions in Engineering Design

Available to Purchase
Tuba Dolar, Doksoo Lee, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2024, 146(9): 091703.
Paper No: MD-23-1749
https://doi.org/10.1115/1.4064633
Published Online: March 5, 2024
View Articletitled, Data-Driven Global Sensitivity Analysis of Variable Groups for Understanding Complex Physical Interactions in Engineering Design
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Topics: Artificial neural networks, Design, Sensitivity analysis, Engineering design, Machine learning
Journal Articles

Mixed-Variable Global Sensitivity Analysis for Knowledge Discovery and Efficient Combinatorial Materials Design

Available to Purchase
Yigitcan Comlek, Liwei Wang, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2024, 146(5): 051706.
Paper No: MD-23-1471
https://doi.org/10.1115/1.4064133
Published Online: December 12, 2023
View Articletitled, Mixed-Variable Global Sensitivity Analysis for Knowledge Discovery and Efficient Combinatorial Materials Design
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Topics: Design, Sensitivity analysis, Metal-organic frameworks, Optimization
Journal Articles

A Machine Learning–Based Tire Life Prediction Framework for Increasing Life of Commercial Vehicle Tires

Available to Purchase
Vispi Karkaria, Jie Chen, Chase Siuta, Damien Lim, Robert Radulescu, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2024, 146(2): 020902.
Paper No: MD-23-1435
https://doi.org/10.1115/1.4063761
Published Online: November 13, 2023
View Articletitled, A Machine Learning–Based Tire Life Prediction Framework for Increasing Life of Commercial Vehicle Tires
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Topics: Tires
Journal Articles

t-METASET: Task-Aware Acquisition of Metamaterial Datasets Through Diversity-Based Active Learning

Free
Doksoo Lee, Yu-Chin Chan, Wei (Wayne) Chen, Liwei Wang, Anton van Beek, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2023, 145(3): 031704.
Paper No: MD-22-1359
https://doi.org/10.1115/1.4055925
Published Online: November 3, 2022
View Articletitled, t-METASET: Task-Aware Acquisition of Metamaterial Datasets Through Diversity-Based Active Learning
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Topics: Design, Metamaterials, Shapes, Data acquisition, Surface roughness
Journal Articles

GAN-DUF: Hierarchical Deep Generative Models for Design Under Free-Form Geometric Uncertainty

Free
Wei (Wayne) Chen, Doksoo Lee, Oluwaseyi Balogun, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2023, 145(1): 011703.
Paper No: MD-22-1256
https://doi.org/10.1115/1.4055898
Published Online: October 31, 2022
View Articletitled, GAN-DUF: Hierarchical Deep Generative Models for Design Under Free-Form Geometric Uncertainty
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Topics: Design, Optimization, Uncertainty, Manufacturing
Journal Articles

Descriptor Aided Bayesian Optimization for Many-Level Qualitative Variables With Materials Design Applications

Free
Akshay Iyer, Suraj Yerramilli, James M. Rondinelli, Daniel W. Apley, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2023, 145(3): 031701.
Paper No: MD-22-1317
https://doi.org/10.1115/1.4055848
Published Online: October 31, 2022
View Articletitled, Descriptor Aided Bayesian Optimization for Many-Level Qualitative Variables With Materials Design Applications
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Topics: Design, Modeling, Optimization
Journal Articles

Announcing the Journal of Mechanical Design 2021 Editors’ Choice Paper Awards and Honorable Mention

Free
Dr. Wei Chen, Dr. Qiaode Jeffrey Ge
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Editorial
J. Mech. Des. October 2022, 144(10): 100201.
Paper No: MD-22-1390
https://doi.org/10.1115/1.4054940
Published Online: August 9, 2022
View Articletitled, Announcing the Journal of Mechanical Design 2021 Editors’ Choice Paper Awards and Honorable Mention
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Topics: Design engineering
Journal Articles

2021 Reviewers With Distinction Award

Free
Wei Chen, Qiaode Jeffrey Ge
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Editorial
J. Mech. Des. April 2022, 144(4): 040202.
Paper No: MD-22-1008
https://doi.org/10.1115/1.4053527
Published Online: February 21, 2022
View Articletitled, 2021 Reviewers With Distinction Award
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Topics: Design engineering
Journal Articles

Configuration Design and Screening of Multi-Mode Double-Planetary-Gears Hybrid Powertrains

Available to Purchase
Tao Deng, Zhihan Gan, Hui Xu, Changjun Wu, Yuxiao Zhang, Fan Liu, Zhentao Ding, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. July 2022, 144(7): 073301.
Paper No: MD-21-1472
https://doi.org/10.1115/1.4053525
Published Online: February 15, 2022
View Articletitled, Configuration Design and Screening of Multi-Mode Double-Planetary-Gears Hybrid Powertrains
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Topics: Chemistry, Corporate average fuel economy, Design, Design methodology, Economics , Engines, Equations of motion, Fuel efficiency, Gears, Optimization
Journal Articles

Range-Constrained Generative Adversarial Network: Design Synthesis Under Constraints Using Conditional Generative Adversarial Networks

Available to Purchase
Amin Heyrani Nobari, Wei Chen, Faez Ahmed
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021708.
Paper No: MD-21-1243
https://doi.org/10.1115/1.4052442
Published Online: October 11, 2021
View Articletitled, Range-Constrained Generative Adversarial Network: Design Synthesis Under Constraints Using Conditional Generative Adversarial Networks
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Topics: Design, Shapes, Generators, Optimization
Journal Articles

Scalable Gaussian Processes for Data-Driven Design Using Big Data With Categorical Factors

Free
Liwei Wang, Suraj Yerramilli, Akshay Iyer, Daniel Apley, Ping Zhu, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021703.
Paper No: MD-21-1235
https://doi.org/10.1115/1.4052221
Published Online: September 15, 2021
View Articletitled, Scalable Gaussian Processes for Data-Driven Design Using Big Data With Categorical Factors
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Topics: Data-driven design, Design, Machine learning, Metamaterials, Modeling, Optimization
Journal Articles

Announcing the Journal of Mechanical Design 2020 Editors’ Choice Paper Awards and Honorable Mentions

Free
Wei Chen, Qiaode Jeffrey Ge
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Editorial
J. Mech. Des. November 2021, 143(11): 110201.
Paper No: MD-21-1473
https://doi.org/10.1115/1.4051983
Published Online: September 6, 2021
View Articletitled, Announcing the Journal of Mechanical Design 2020 Editors’ Choice Paper Awards and Honorable Mentions
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Topics: Design engineering
Journal Articles

Welcoming New Editor for Mechanisms: Qiaode Jeffrey Ge

Free
Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Editorial
J. Mech. Des. July 2021, 143(7): 070201.
Paper No: MD-21-1285
https://doi.org/10.1115/1.4051194
Published Online: May 28, 2021
View Articletitled, Welcoming New Editor for Mechanisms: Qiaode Jeffrey Ge
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Topics: Design, Engineering teachers, Robotics, Leadership, Machinery, Mechanical engineering
Journal Articles

Multi-Model Bayesian Optimization for Simulation-Based Design

Available to Purchase
Siyu Tao, Anton van Beek, Daniel W. Apley, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2021, 143(11): 111701.
Paper No: MD-20-1500
https://doi.org/10.1115/1.4050738
Published Online: May 4, 2021
View Articletitled, Multi-Model Bayesian Optimization for Simulation-Based Design
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Topics: Design, Feedback, Optimization, Couplings, Simulation
Journal Articles

Announcing a New Webinar Series for the Engineering Design Community

Free
Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Editorial
J. Mech. Des. May 2021, 143(5): 050201.
Paper No: MD-21-1127
https://doi.org/10.1115/1.4050657
Published Online: April 1, 2021
View Articletitled, Announcing a New Webinar Series for the Engineering Design Community
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Topics: Engineering design, Design
Journal Articles

2020 Reviewers With Distinction Award

Available to Purchase
Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Editorial
J. Mech. Des. April 2021, 143(4): 040202.
Paper No: MD-21-1065
https://doi.org/10.1115/1.4050130
Published Online: March 5, 2021
View Articletitled, 2020 Reviewers With Distinction Award
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Topics: Design engineering
Journal Articles

Scalable Adaptive Batch Sampling in Simulation-Based Design With Heteroscedastic Noise

Available to Purchase
Anton van Beek, Umar Farooq Ghumman, Joydeep Munshi, Siyu Tao, TeYu Chien, Ganesh Balasubramanian, Matthew Plumlee, Daniel Apley, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2021, 143(3): 031709.
Paper No: MD-20-1421
https://doi.org/10.1115/1.4049134
Published Online: December 15, 2020
View Articletitled, Scalable Adaptive Batch Sampling in Simulation-Based Design With Heteroscedastic Noise
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Topics: Design, Noise (Sound), Optimization, Simulation, Interpolation, Uncertainty, Simulation models, Modeling