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

Presenting Hackathon Data for Design Research: A Transcript Dataset

Meagan Flus, Gregory Litster, Alison Olechowski
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. April 2025, 147(4): 044506.
Paper No: MD-24-1482
https://doi.org/10.1115/1.4067866
Published Online: March 4, 2025
View Article titled, Presenting Hackathon Data for Design Research: A Transcript Dataset
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Topics: Design, Teams
Journal Articles

HM-SYNC: A Multimodal Dataset of Human Interactions With Advanced Manufacturing Machinery

John Martins, Cheyu Lin, Katherine A. Flanigan, Christopher McComb
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. April 2025, 147(4): 044504.
Paper No: MD-24-1449
https://doi.org/10.1115/1.4067744
Published Online: February 24, 2025
View Article titled, HM-SYNC: A Multimodal Dataset of Human Interactions With Advanced Manufacturing Machinery
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Topics: Design, Machinery, Manufacturing, Sensors
Journal Articles

Looking Beyond Self-Reported Cognitive Load: Comparing Pupil Diameter Against Self-Reported Cognitive Load in Design Tasks

Madison Cass, Rohan Prabhu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. April 2025, 147(4): 044503.
Paper No: MD-24-1337
https://doi.org/10.1115/1.4067343
Published Online: January 29, 2025
View Article titled, Looking Beyond Self-Reported Cognitive Load: Comparing Pupil Diameter Against Self-Reported Cognitive Load in Design Tasks
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Topics: Design, Stress
Journal Articles

MSEval: A Dataset for Material Selection in Conceptual Design to Evaluate Algorithmic Models

Yash Patawari Jain, Daniele Grandi, Allin Groom, Brandon Cramer, Christopher McComb
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. April 2025, 147(4): 044502.
Paper No: MD-24-1475
https://doi.org/10.1115/1.4067453
Published Online: January 15, 2025
View Article titled, MSEval: A Dataset for Material Selection in Conceptual Design to Evaluate Algorithmic Models
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Topics: Design
Journal Articles

Importance-Induced Customer Segmentation Using Explainable Machine Learning

Seyoung Park, Yilan Jiang, Harrison Kim
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. April 2025, 147(4): 044501.
Paper No: MD-24-1118
https://doi.org/10.1115/1.4066746
Published Online: October 24, 2024
View Article titled, Importance-Induced Customer Segmentation Using Explainable Machine Learning
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Topics: Image segmentation, Construction, Machine learning