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Proceedings Papers

Effect of Optimal Geometries and Performance Parameters on Airfoil Latent Space Dimension

Alec Van Slooten, Mark Fuge
Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A005, August 14–17, 2022
Paper No: DETC2022-90068
DOI: https://doi.org/10.1115/DETC2022-90068
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Topics: Airfoils, Dimensions, Manifolds, Geometry, Space, Databases, Errors, Optimization, Principal component analysis, Testing
Proceedings Papers

Mean Squared Error May Lead You Astray When Optimizing Your Inverse Design Methods

Shai Bernard, Jun Wang, Mark Fuge
Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A004, August 14–17, 2022
Paper No: DETC2022-90065
DOI: https://doi.org/10.1115/DETC2022-90065
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Topics: Design methodology, Errors, Optimization, Topology, Algorithms, Design, Geometry, Heat sinks, Machinery, Sensitivity analysis
Journal Articles

Inverse Design of Two-Dimensional Airfoils Using Conditional Generative Models and Surrogate Log-Likelihoods

Qiuyi Chen, Jun Wang, Phillip Pope, Wei (Wayne) Chen, Mark Fuge
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021712.
Paper No: MD-21-1228
DOI: https://doi.org/10.1115/1.4052846
Published Online: December 6, 2021
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Topics: Airfoils, Design, Optimization
Includes: Supplementary data
Proceedings Papers

Potential Energy Surfaces for Conceptual Design and Analysis of Mechanical Systems

Charles A. Manion, Mark Fuge
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A006, August 17–19, 2021
Paper No: DETC2021-70921
DOI: https://doi.org/10.1115/DETC2021-70921
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Topics: Conceptual design, Potential energy, Kinematics, Modeling, Simulation, Space, Clocks, Design, Dynamics (Mechanics), Lenses (Optics)
Journal Articles

How Should We Measure Creativity in Engineering Design? A Comparison Between Social Science and Engineering Approaches

Scarlett R. Miller, Samuel T. Hunter, Elizabeth Starkey, Sharath Ramachandran, Faez Ahmed, Mark Fuge
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. March 2021, 143(3): 031404.
Paper No: MD-20-1412
DOI: https://doi.org/10.1115/1.4049061
Published Online: January 27, 2021
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Topics: Creativity, Design, Engineering design
Journal Articles

Design Variety Measurement Using Sharma–Mittal Entropy

Faez Ahmed, Sharath Kumar Ramachandran, Mark Fuge, Sam Hunter, Scarlett Miller
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. June 2021, 143(6): 061702.
Paper No: MD-20-1087
DOI: https://doi.org/10.1115/1.4048743
Published Online: November 18, 2020
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Topics: Design, Entropy
Proceedings Papers

How Should We Measure Creativity in Design Studies? A Comparison of Social Science and Engineering Approaches

Scarlett R. Miller, Samuel T. Hunter, Elizabeth Starkey, Sharath Ramachandran, Faez Ahmed, Mark Fuge
Proc. ASME. IDETC-CIE2020, Volume 8: 32nd International Conference on Design Theory and Methodology (DTM), V008T08A007, August 17–19, 2020
Paper No: DETC2020-22446
DOI: https://doi.org/10.1115/DETC2020-22446
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Topics: Creativity, Design
Proceedings Papers

Learning to Abstract and Compose Mechanical Device Function and Behavior

Jun Wang, Kevin Chiu, Mark Fuge
Proc. ASME. IDETC-CIE2020, Volume 11A: 46th Design Automation Conference (DAC), V11AT11A009, August 17–19, 2020
Paper No: DETC2020-22714
DOI: https://doi.org/10.1115/DETC2020-22714
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Topics: Artificial neural networks, Flow (Dynamics), Fluid dynamics, Fluids, Navier-Stokes equations, Physics
Journal Articles

Forming Diverse Teams From Sequentially Arriving People

Faez Ahmed, John Dickerson, Mark Fuge
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. November 2020, 142(11): 111401.
Paper No: MD-19-1496
DOI: https://doi.org/10.1115/1.4046998
Published Online: May 22, 2020
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Topics: Teams, Algorithms
Includes: Supplementary data
Journal Articles

Organizing Tagged Knowledge: Similarity Measures and Semantic Fluency in Structure Mining

Thurston Sexton, Mark Fuge
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. March 2020, 142(3): 031111.
Paper No: MD-19-1432
DOI: https://doi.org/10.1115/1.4045686
Published Online: January 13, 2020
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Topics: Design, Maintenance, Mining, Modeling, Probability, Trenching machinery
Proceedings Papers

Measuring and Optimizing Design Variety Using Herfindahl Index

Faez Ahmed, Sharath Kumar Ramachandran, Mark Fuge, Sam Hunter, Scarlett Miller
Proc. ASME. IDETC-CIE2019, Volume 7: 31st International Conference on Design Theory and Methodology, V007T06A007, August 18–21, 2019
Paper No: DETC2019-97778
DOI: https://doi.org/10.1115/DETC2019-97778
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Topics: Design
Proceedings Papers

Using Semantic Fluency Models Improves Network Reconstruction Accuracy of Tacit Engineering Knowledge

Thurston Sexton, Mark Fuge
Proc. ASME. IDETC-CIE2019, Volume 2A: 45th Design Automation Conference, V02AT03A051, August 18–21, 2019
Paper No: DETC2019-98429
DOI: https://doi.org/10.1115/DETC2019-98429
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Topics: Complex systems, Engineers, Maintenance, Modeling, Pressure
Journal Articles

Special Issue: Machine Learning for Engineering Design

Jitesh H. Panchal, Mark Fuge, Ying Liu, Samy Missoum, Conrad Tucker
Journal: Journal of Mechanical Design
Article Type: Guest Editorial
J. Mech. Des. November 2019, 141(11): 110301.
Paper No: MD-19-1579
DOI: https://doi.org/10.1115/1.4044690
Published Online: October 18, 2019
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Topics: Design, Engineering design, Machine learning, Optimization
Journal Articles

Synthesizing Designs With Interpart Dependencies Using Hierarchical Generative Adversarial Networks

Wei Chen, Mark Fuge
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. November 2019, 141(11): 111403.
Paper No: MD-19-1124
DOI: https://doi.org/10.1115/1.4044076
Published Online: September 16, 2019
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Topics: Design, Generators, Shapes, Geometry
Includes: Supplementary data
Journal Articles

Interpreting Idea Maps: Pairwise Comparisons Reveal What Makes Ideas Novel

Faez Ahmed, Sharath Kumar Ramachandran, Mark Fuge, Samuel Hunter, Scarlett Miller
Journal: Journal of Mechanical Design
Article Type: Research-Article
J. Mech. Des. February 2019, 141(2): 021102.
Paper No: MD-18-1514
DOI: https://doi.org/10.1115/1.4041856
Published Online: December 20, 2018
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Topics: Design, Errors
Proceedings Papers

Unpacking Subjective Creativity Ratings: Using Embeddings to Explain and Measure Idea Novelty

Faez Ahmed, Mark Fuge, Sam Hunter, Scarlett Miller
Proc. ASME. IDETC-CIE2018, Volume 7: 30th International Conference on Design Theory and Methodology, V007T06A003, August 26–29, 2018
Paper No: DETC2018-85470
DOI: https://doi.org/10.1115/DETC2018-85470
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Topics: Computational methods, Creativity, Design
Proceedings Papers

Symbols for Computer Aided Design Software Operations: Selection and Effect on User Retention

Mark Hubbert, David Alcantara, Ji Min Chang, Brian Choi, Caroline Massey, Patrick Musselman, Timothy Morrill, Andrew Wang, Mark Fuge
Proc. ASME. IDETC-CIE2018, Volume 3: 20th International Conference on Advanced Vehicle Technologies; 15th International Conference on Design Education, V003T04A017, August 26–29, 2018
Paper No: DETC2018-85959
DOI: https://doi.org/10.1115/DETC2018-85959
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Topics: Computer software, Computer-aided design, Statistical analysis
Proceedings Papers

Synthesizing Designs With Inter-Part Dependencies Using Hierarchical Generative Adversarial Networks

Wei Chen, Ashwin Jeyaseelan, Mark Fuge
Proc. ASME. IDETC-CIE2018, Volume 2A: 44th Design Automation Conference, V02AT03A007, August 26–29, 2018
Paper No: DETC2018-85339
DOI: https://doi.org/10.1115/DETC2018-85339
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Topics: Design, Geometry, Shapes, Trains
Proceedings Papers

Thermal Design and Testing of a Passive Helmet Heat Exchanger With Additively Manufactured Components

Kailyn Cage, Monifa Vaughn-Cooke, Mark Fuge, Briana Lucero, Dusan Spernjak, John Bernardin
Proc. ASME. MSEC2018, Volume 1: Additive Manufacturing; Bio and Sustainable Manufacturing, V001T01A004, June 18–22, 2018
Paper No: MSEC2018-6406
DOI: https://doi.org/10.1115/MSEC2018-6406
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Topics: Additive manufacturing, Design, Heat exchangers, Testing, Heat pipes, Temperature, Thermal management, Collaboration, Copper, Cushioning materials
Journal Articles

Ranking Ideas for Diversity and Quality

Faez Ahmed, Mark Fuge
Journal: Journal of Mechanical Design
Article Type: Research-Article
J. Mech. Des. January 2018, 140(1): 011101.
Paper No: MD-16-1826
DOI: https://doi.org/10.1115/1.4038070
Published Online: November 9, 2017
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Topics: Algorithms, Design, Optimization, Tradeoffs, Pareto optimization
Includes: Supplementary data