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Projects
Recent Publications
Catalog of triply periodic minimal surfaces, equation-based lattice structures, and their homogenized property data
Fisher, J. W., Miller, S. W., Bartolai, J., Simpson, T. W. & Yukish, M. A., Aug 2023, In: Data in Brief. 49, 109311.Research output: Contribution to journal › Article › peer-review
Aeroelastic Design-Space Exploration for Gust-Energy Harvesting
Melville, M., Bramesfeld, G., Cole, J. & Miller, S., Sep 1 2023, In: Journal of Aerospace Engineering. 36, 5, 04023046.Research output: Contribution to journal › Article › peer-review
Applicability of Different Decision-Making Methodologies for Selecting the Optimum Gravity System for a Medical Facility: A Case Study
Severyn, A., Miller, S. W. & Solnosky, R. L., Aug 1 2023, In: Practice Periodical on Structural Design and Construction. 28, 3, 04023033.Research output: Contribution to journal › Article › peer-review
Decoding the agility of artificial intelligence-assisted human design teams
Song, B., Soria Zurita, N. F., Gyory, J. T., Zhang, G., McComb, C., Cagan, J., Stump, G., Martin, J., Miller, S., Balon, C. & Yukish, M., Mar 2022, In: Design Studies. 79, 101094.Research output: Contribution to journal › Article › peer-review
Additive Manufacturing of PLA-Based Microwave Circuit-Analog Absorbers
Prince, T. J., Riley, E. J. & Miller, S. W., Oct 1 2021, In: IEEE Transactions on Electromagnetic Compatibility. 63, 5, p. 1341-1346 6 p.Research output: Contribution to journal › Article › peer-review
Increasing the discriminatory power of bounding models using problem-specific knowledge when viewing design as a sequential decision process
Ororbia, M. E., Chhabra, J. P. S., Warn, G. P., Miller, S. W., Yukish, M. A. & Qiu, T., Aug 1 2020, In: Structural and Multidisciplinary Optimization. 62, 2, p. 709-728 20 p.Research output: Contribution to journal › Article › peer-review
3D Design Using Generative Adversarial Networks and Physics-Based Validation
Shu, D., Cunningham, J., Stump, G., Miller, S. W., Yukish, M. A., Simpson, T. W. & Tucker, C. S., Jul 2020, In: Journal of Mechanical Design. 142, 7, 071701.Research output: Contribution to journal › Article › peer-review
TOWARD HYBRID TEAMS: A PLATFORM to UNDERSTAND HUMAN-COMPUTER COLLABORATION during the DESIGN of COMPLEX ENGINEERED SYSTEMS
Song, B., Soria Zurita, N. F., Zhang, G., Stump, G., Balon, C., Miller, S. W., Yukish, M., Cagan, J. & McComb, C., 2020, In: Proceedings of the Design Society: DESIGN Conference. 1, p. 1551-1560 10 p.Research output: Contribution to journal › Conference article › peer-review
Using recurrent neural networks to model spatial grammars for design creation
Yukish, M. A., Stump, G. M. & Miller, S. W., Oct 2020, In: Journal of Mechanical Design - Transactions of the ASME. 142, 10, 104501.Research output: Contribution to journal › Article › peer-review
A Retrospective Analysis of System Engineering Data Collection Metrics for a 3D Printed UAS Design
Miller, S. W., Yukish, M. A., Hoskins, M. E., Bennett, L. A. & Little, E. J., 2019, In: Procedia Computer Science. 153, p. 1-8 8 p.Research output: Contribution to journal › Conference article › peer-review
WeldANA: Welding decision support tool for conceptual design
Miller, S. W., Finke, D. A., Kupinski, M. & Ligetti, C. B., Apr 2019, In: Journal of Manufacturing Systems. 51, p. 120-131 12 p.Research output: Contribution to journal › Article › peer-review
Spatial grammar-based recurrent neural network for design form and behavior optimization
Stump, G. M., Miller, S. W., Yukish, M. A., Simpson, T. W. & Tucker, C., Dec 2019, In: Journal of Mechanical Design - Transactions of the ASME. 141, 12, 124501.Research output: Contribution to journal › Article › peer-review
Design as a sequential decision process: A method for reducing design set space using models to bound objectives
Miller, S. W., Yukish, M. A. & Simpson, T. W., Jan 1 2018, In: Structural and Multidisciplinary Optimization. 57, 1, p. 305-324 20 p.Research output: Contribution to journal › Article › peer-review
Adding Value to Trade Space Exploration When Designing Complex Engineered Systems
Simpson, T. W., Miller, S., Tibor, E. B., Yukish, M. A., Stump, G., Kannan, H., Mesmer, B., Winer, E. H. & Bloebaum, C. L., Mar 2017, In: Systems Engineering. 20, 2, p. 131-146 16 p.Research output: Contribution to journal › Article › peer-review
A sequential decision process for the system-level design of structural frames
Unal, M., Miller, S. W., Chhabra, J. P. S., Warn, G. P., Yukish, M. A. & Simpson, T. W., Nov 1 2017, In: Structural and Multidisciplinary Optimization. 56, 5, p. 991-1011 21 p.Research output: Contribution to journal › Article › peer-review