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Journal Articles

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

Accepted Manuscript
Vikranth Gadi, Taylan G. Topcu, Zoe Szajnfarber, Jitesh H. Panchal
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1061
https://doi.org/10.1115/1.4066441
Published Online: September 5, 2024
View Article titled, Heuristics for Solver-Aware Systems Architecting (SASA): A Reinforcement Learning Approach
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Topics: Design, Reinforcement learning, Complex systems, Crowdsourcing, Innovation, Modeling, Systems engineering
Journal Articles

Do Human and Computational Evaluations of Similarity Align? An Empirical Study of Product Function

Ananya Nandy, Kosa Goucher-Lambert
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2022, 144(4): 041404.
Paper No: MD-21-1367
https://doi.org/10.1115/1.4053858
Published Online: March 1, 2022
View Article titled, Do Human and Computational Evaluations of Similarity Align? An Empirical Study of Product Function
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Topics: Crowdsourcing, Design, Dimensions
Journal Articles

Design Principles for Additive Manufacturing: Leveraging Crowdsourced Design Repositories

Dongwook Hwang, K. Blake Perez, David Anderson, Daniel Jensen, Bradley Camburn, Kristin Wood
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. July 2021, 143(7): 072005.
Paper No: MD-20-1656
https://doi.org/10.1115/1.4050873
Published Online: May 21, 2021
View Article titled, Design Principles for Additive Manufacturing: Leveraging Crowdsourced Design Repositories
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Topics: Additive manufacturing, Crowdsourcing, Design, Manufacturing
Journal Articles

Machine Learning-Based Design Concept Evaluation

Bradley Camburn, Yuejun He, Sujithra Raviselvam, Jianxi Luo, Kristin Wood
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2020, 142(3): 031113.
Paper No: MD-19-1564
https://doi.org/10.1115/1.4045126
Published Online: January 25, 2020
View Article titled, Machine Learning-Based Design Concept Evaluation
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Topics: Design, Machinery, Crowdsourcing