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Journal Articles

Robust Design for Product Adaptation Considering Changes in Configurations and Parameters

Reza Deabae, Deyi Xue
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2025, 147(2): 021402.
Paper No: MD-24-1129
https://doi.org/10.1115/1.4066223
Published Online: September 23, 2024
View Article titled, Robust Design for Product Adaptation Considering Changes in Configurations and Parameters
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Topics: Design, Product design, Uncertainty, Robustness
Journal Articles

Trust, Workload, and Performance in Human–Artificial Intelligence Partnering: The Role of Artificial Intelligence Attributes in Solving Classification Problems

Mostaan Lotfalian Saremi, Isabella Ziv, Onur Asan, Alparslan Emrah Bayrak
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2025, 147(1): 011702.
Paper No: MD-24-1099
https://doi.org/10.1115/1.4065916
Published Online: July 23, 2024
View Article titled, Trust, Workload, and Performance in Human–Artificial Intelligence Partnering: The Role of Artificial Intelligence Attributes in Solving Classification Problems
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Topics: Artificial intelligence, Design, Robustness, Transparency, Performance
Journal Articles

An Integrated Approach to Designing Robust Gas-Bearing Supported Turbocompressors Through Surrogate Modeling and Constrained All-At-Once Multi-Objective Optimization

Soheyl Massoudi, Cyril Picard, Jürg Schiffmann
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2024, 146(12): 121706.
Paper No: MD-24-1183
https://doi.org/10.1115/1.4065823
Published Online: July 19, 2024
View Article titled, An Integrated Approach to Designing Robust Gas-Bearing Supported Turbocompressors Through Surrogate Modeling and Constrained All-At-Once Multi-Objective Optimization
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Topics: Artificial neural networks, Bearings, Blades, Compressors, Design, Gas bearings, Manufacturing, Optimization, Robustness, Rotors
Journal Articles

Multidisciplinary Robust Design Optimization Incorporating Extreme Scenario in Sparse Samples

Wei Li, Yuzhen Niu, Haihong Huang, Akhil Garg, Liang Gao
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2024, 146(9): 091701.
Paper No: MD-23-1876
https://doi.org/10.1115/1.4064632
Published Online: March 5, 2024
View Article titled, Multidisciplinary Robust Design Optimization Incorporating Extreme Scenario in Sparse Samples
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Topics: Design, Optimization, Robustness, Collaboration
Journal Articles

BIGNet: A Deep Learning Architecture for Brand Recognition with Geometry-Based Explainability

Yu-hsuan Chen, Levent Burak Kara, Jonathan Cagan
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2024, 146(5): 051701.
Paper No: MD-23-1349
https://doi.org/10.1115/1.4063760
Published Online: November 21, 2023
View Article titled, BIGNet: A Deep Learning Architecture for Brand Recognition with Geometry-Based Explainability
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Topics: Artificial neural networks, Automobiles, Design, Geometry, Lenses (Optics), Modeling, Shapes, Visualization, Trains, Workflow
Journal Articles

MID-ESM: An Adaptive Median-Based Ensemble of Surrogate Models

Jianji Li, Shuai Zhang, Pengwei Liang, Xiaonan Lai, Xueguan Song
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. November 2023, 145(11): 114501.
Paper No: MD-22-1776
https://doi.org/10.1115/1.4062977
Published Online: August 16, 2023
View Article titled, MID-ESM: An Adaptive Median-Based Ensemble of Surrogate Models
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Topics: Noise (Sound), Robustness, Weight (Mass), Errors, Dimensions
Journal Articles

A Single-Fidelity Surrogate Modeling Method Based on Nonlinearity Integrated Multi-Fidelity Surrogate

Kunpeng Li, Xiwang He, Liye Lv, Jiaxiang Zhu, Guangbo Hao, Haiyang Li, Xueguan Song
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2023, 145(9): 091705.
Paper No: MD-22-1637
https://doi.org/10.1115/1.4062665
Published Online: June 26, 2023
View Article titled, A Single-Fidelity Surrogate Modeling Method Based on Nonlinearity Integrated Multi-Fidelity Surrogate
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Topics: Displacement, Errors, Manipulators, Metamodeling, Mirrors, Modeling, Stability, Stress, Digital twin, Robustness
Journal Articles

Additive Manufacturability Analysis of Multiscale Aperiodic Structures: A Statistical Mechanics Approach

Olivia Trautschold, Andy Dong
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2023, 145(1): 011402.
Paper No: MD-22-1251
https://doi.org/10.1115/1.4055949
Published Online: October 31, 2022
View Article titled, Additive Manufacturability Analysis of Multiscale Aperiodic Structures: A Statistical Mechanics Approach
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Topics: Additive manufacturing, Compacting, Cylinders, Design, Statistical mechanics, Topology, Robustness, Manufacturing, Geometry
Journal Articles

An Adaptive Two-Stage Kriging-Based Infilling Strategy for Efficient Multi-Objective Global Optimization

Yin Liu, Shuo Wang, Kunpeng Li, Wei Sun, Xueguan Song
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2022, 144(11): 111706.
Paper No: MD-22-1243
https://doi.org/10.1115/1.4055122
Published Online: August 9, 2022
View Article titled, An Adaptive Two-Stage Kriging-Based Infilling Strategy for Efficient Multi-Objective Global Optimization
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Topics: Design, Optimization, Pareto optimization, Pulleys, Simulation, Hoists, Algorithms, Robustness, Vickers hardness testing, Uncertainty
Journal Articles

A Computational Study of Design Team Robustness Through the Lens of Cognitive Style

Noriana Radwan, Christopher McComb
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. October 2022, 144(10): 104502.
Paper No: MD-21-1626
https://doi.org/10.1115/1.4054722
Published Online: June 30, 2022
View Article titled, A Computational Study of Design Team Robustness Through the Lens of Cognitive Style
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Topics: Robustness, Teams, Design
Journal Articles

On the Ensemble of Surrogate Models by Minimum Screening Index

Shuai Zhang, Yong Pang, Pengwei Liang, Xueguan Song
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. July 2022, 144(7): 071707.
Paper No: MD-21-1738
https://doi.org/10.1115/1.4054243
Published Online: May 27, 2022
View Article titled, On the Ensemble of Surrogate Models by Minimum Screening Index
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Topics: Design, Errors, Robustness, Weight (Mass), Reliability, Valves, Engineering systems and industry applications, Experimental design
Journal Articles

Bioinspiration of Product Architecture: Trading-Off System Effectiveness for System Robustness

Devesh Bhasin, David Staack, Daniel A. McAdams
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2022, 144(8): 081402.
Paper No: MD-22-1035
https://doi.org/10.1115/1.4054246
Published Online: May 27, 2022
View Article titled, Bioinspiration of Product Architecture: Trading-Off System Effectiveness for System Robustness
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Topics: Biomimetics, Design, Flow (Dynamics), Product architecture, Robustness, Failure, Modeling
Journal Articles

Multifidelity Data Fusion Based on Gradient-Enhanced Surrogate Modeling Method

Kunpeng Li, Yin Liu, Shuo Wang, Xueguan Song
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2021, 143(12): 121704.
Paper No: MD-20-1895
https://doi.org/10.1115/1.4051193
Published Online: July 19, 2021
View Article titled, Multifidelity Data Fusion Based on Gradient-Enhanced Surrogate Modeling Method
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Topics: Data fusion, Design, Metamodeling, Modeling, Robustness, Simulation
Journal Articles

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

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 Article titled, 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

Robustness Metric for Robust Design Optimization Under Time- and Space-Dependent Uncertainty Through Metamodeling

Xinpeng Wei, Xiaoping Du
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2020, 142(3): 031110.
Paper No: MD-19-1407
https://doi.org/10.1115/1.4045599
Published Online: December 26, 2019
View Article titled, Robustness Metric for Robust Design Optimization Under Time- and Space-Dependent Uncertainty Through Metamodeling
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Topics: Robustness, Optimization, Design
Journal Articles

A Fast-Converging Ensemble Infilling Approach Balancing Global Exploration and Local Exploitation: The Go-Inspired Hybrid Infilling Strategy

Liye Lv, Maolin Shi, Xueguan Song, Wei Sun, Jie Zhang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2020, 142(2): 021403.
Paper No: MD-18-1920
https://doi.org/10.1115/1.4044112
Published Online: October 16, 2019
View Article titled, A Fast-Converging Ensemble Infilling Approach Balancing Global Exploration and Local Exploitation: The Go-Inspired Hybrid Infilling Strategy
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Topics: Errors, Modeling, Probability, Robustness, Decision making, Design, Uncertainty, Tradeoffs
Journal Articles

Topological Characterization of an Evolving Product Structure Network: A Case Study of Generational Smartphone Products

Kijung Park, Gül E. Okudan Kremer
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. September 2019, 141(9): 091103.
Paper No: MD-17-1800
https://doi.org/10.1115/1.4042844
Published Online: April 18, 2019
View Article titled, Topological Characterization of an Evolving Product Structure Network: A Case Study of Generational Smartphone Products
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Topics: Design, Topology, Robustness
Journal Articles

An Analysis of Modularity as a Design Rule Using Network Theory

Hannah S. Walsh, Andy Dong, Irem Y. Tumer
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. March 2019, 141(3): 031102.
Paper No: MD-18-1493
https://doi.org/10.1115/1.4042341
Published Online: January 10, 2019
View Article titled, An Analysis of Modularity as a Design Rule Using Network Theory
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Topics: Design, Modeling, Robustness, Aircraft, Bicycles, Automobiles, Network models, Systems analysis, Engineering systems and industry applications
Journal Articles

Robustness and Real Options for Vehicle Design and Investment Decisions Under Gas Price and Regulatory Uncertainties

Namwoo Kang, Alparslan Emrah Bayrak, Panos Y. Papalambros
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. October 2018, 140(10): 101404.
Paper No: MD-17-1772
https://doi.org/10.1115/1.4040629
Published Online: July 31, 2018
View Article titled, Robustness and Real Options for Vehicle Design and Investment Decisions Under Gas Price and Regulatory Uncertainties
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Topics: Corporate average fuel economy, Design, Gasoline, Optimization, Robustness, Uncertainty, Vehicles, Automotive design, Tradeoffs, Simulation
Journal Articles

An Advanced and Robust Ensemble Surrogate Model: Extended Adaptive Hybrid Functions

Xueguan Song, Liye Lv, Jieling Li, Wei Sun, Jie Zhang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. April 2018, 140(4): 041402.
Paper No: MD-17-1144
https://doi.org/10.1115/1.4039128
Published Online: February 27, 2018
View Article titled, An Advanced and Robust Ensemble Surrogate Model: Extended Adaptive Hybrid Functions
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Topics: Errors, Robustness, Weight (Mass), Experimental design, Design, Filters, Modeling