Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 4 Quality Education -
SDG 5 Gender Equality -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 16 Peace, Justice and Strong Institutions
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Collaborations and top research areas from the last five years
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Collaborative Research: From Cornerstone to Capstone and Beyond: Transforming Engineering Teaming to Support a Diverse and Empowered Engineering Community
Miller, S. R. (PI) & Sxm40@psuedu, S. J. S. (CoPI)
7/1/24 → 6/30/29
Project: Research project
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Collaborative Research: Leveraging Crowd-AI Teams for Scalable Novelty Ratings of Heterogeneous Design Representations
Miller, S. R. (PI) & Fjt5064@psuedu, F. T. (CoPI)
7/1/23 → 6/30/27
Project: Research project
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Advanced Colonoscopy Training Developed Through Manikin Sensorization and Computational Optimization Modeling
Moore, J. Z. (PI) & Miller, S. R. (CoPI)
National Institute of Diabetes and Digestive and Kidney Diseases
7/1/23 → 4/30/27
Project: Research project
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Research: Longitudinal Exploration of Engineering Design Team Performance in Relation to Team Composition, Climate, and Communication Patterns
Miller, S. R. (PI), Jablokow, K. W. (CoPI) & Simkins, S. J. (CoPI)
9/15/18 → 8/31/22
Project: Research project
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Collaborative Research: Improving the Validity and Reliability of Creativity Ratings in Engineering Design
Miller, S. R. (PI) & Hunter, S. T. (CoPI)
8/1/17 → 7/31/20
Project: Research project
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From gaze to proficiency: deep learning-driven prediction of novice performance in laparoscopic training using AOI-dependent metrics
Khanfar, A. F., Motamedi, S., Safford, S. D., Moore, J., Menold, J. & Miller, S., Mar 2026, In: Surgical endoscopy. 40, 3, p. 1925-1940 16 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Generalizable deep sequence models for 4D trajectory prediction of tower crane loads
Kazemi, M. H., Hu, Y., Wu, Y., Messner, J. I. & Miller, S. R., Feb 2026, In: Automation in Construction. 182, 106696.Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Scopus citations -
Linking UI design to training effectiveness, efficiency, and satisfaction in central venous catheterization simulation
Knaf, A., Motamedi, S., Moore, J. Z., Adhikary, S. & Miller, S. R., Jun 2026, In: Human Factors in Healthcare. 9, 100118.Research output: Contribution to journal › Review article › peer-review
Open Access -
AI JUDGES IN DESIGN: STATISTICAL PERSPECTIVES ON ACHIEVING HUMAN EXPERT EQUIVALENCE WITH VISION-LANGUAGE MODELS
Edwards, K. M., Tehranchi, F., Miller, S. R. & Ahmed, F., 2025, 22nd International Conference on Design Education (DEC); 30th Design for Manufacturing and the Life Cycle Conference (DFMLC); 37th International Conference on Design Theory and Methodology (DTM). American Society of Mechanical Engineers (ASME), v004t06a016. (Proceedings of the ASME Design Engineering Technical Conference; vol. 4).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Link opens in a new tab Scopus citations -
An Examination of Individual Attributes and their Impact on Team Creative Design Outputs
Peng, A., Hunter, S. & Miller, S. R., 2025, In: International Journal of Engineering Education. 41, 3, p. 598-615 18 p.Research output: Contribution to journal › Article › peer-review