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Projects
Recent Publications
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
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, Transactions of the ASME. 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
Simultaneously deriving wing twist and planform from two lift distributions
Yukish, M. A. & Valenti, J. D., 2020, In: Journal of Aircraft. 57, 3, p. 547-551 5 p.Research output: Contribution to journal › 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
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
Revisiting the combinatorics of lifting line and 2D vortex lattice theory
Yukish, M. A., Jul 1 2019, In: Aeronautical Journal. 123, 1265, p. 993-1012 20 p.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
Laboratory and field evaluations of textile energy absorbers for crashworthy cargo restraints
Little, E. J., Bakis, C. E., Bark, L. W., Willis, R. M., Miller, S. W., Yukish, M. A. & Smith, E., Jan 1 2015, In: Annual Forum Proceedings - AHS International. 2, January, p. 1016-1022 7 p.Research output: Contribution to journal › Article › peer-review
Rate effects and environmental sensitivity of textile energy absorbers
Miller, S. W., Little, E. J., Yukish, M. A., Bakis, C. E. & Smith, E. C., Apr 1 2015, In: Journal of the American Helicopter Society. 60, 2, 022009.Research output: Contribution to journal › Article › peer-review
A preliminary model of design as a sequential decision process
Yukish, M. A., Miller, S. W. & Simpson, T. W., 2015, In: Procedia Computer Science. 44, C, p. 174-183 10 p.Research output: Contribution to journal › Conference article › peer-review