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Optimization algorithms
R. E. Perez, Jansen, P. W., and Martins, J. R. R. A., pyOpt: a Python-Based Object-Oriented Framework for Nonlinear Constrained Optimization, Structural and Multidisciplinary Optimization, vol. 45, no. 1, pp. 101–118, 2012.PDF icon pyOpt.pdf (2.02 MB)
optimization
C. A. Mader and Martins, J. R. R. A., Stability-Constrained Aerodynamic Shape Optimization of Flying Wings, in Proceedings of the CASI Conference, Montreal, QC, 2011.
R. Henderson and Martins, J. R. R. A., Conceptual Design and Optimization of Environmentally-Friendly Aircraft, in Proceedings of the 2009 SAE AeroTech Congress and Exhibition, 2009.
K. A. James, Hansen, J. S., and Martins, J. R. R. A., Structural Topology Optimization for Multiple Load Cases While Avoiding Local Minima, in Proceedings of the 4th AIAA Multidisciplinary Design Optimization Specialist Conference, Schaumburg, IL, 2008.
K. A. James, Hansen, J. S., and Martins, J. R. R. A., Structural topology optimization for multiple load cases using a dynamic aggregation technique, Engineering Optimization, vol. 41, pp. 1103–1118, 2009.PDF icon James2009-Structural Topology Optimization for Multiple Load Cases-a..pdf (553.33 KB)
N. M. K. Poon and Martins, J. R. R. A., An Adaptive Approach to Constraint Aggregation Using Adjoint Sensitivity Analysis, Structural and Multidisciplinary Optimization, vol. 30, pp. 61–73, 2007.
P. Thokala and Martins, J. R. R. A., Variable Complexity Methods Applied to Airfoil Design, Engineering Optimization, vol. 39, pp. 271–286, 2006.
J. T. Hwang, Waas, A. M., and Martins, J. R. R. A., Micromechanical Modeling and Design Optimization of 2-D Triaxial Braided Composites, in Proceedings of the 50th AIAA Aerospace Sciences Meeting, Nashville, TN, 2012.PDF icon Hwang2012b.pdf (396.94 KB)
N. Xue, Du, W., Gupta, A., Shyy, W., Sastry, A. M., and Martins, J. R. R. A., Optimization of a Single Lithium-Ion Battery Cell with a Gradient-Based Algorithm, Journal of The Electrochemical Society, vol. 160, no. 8, pp. A1071-A1078, 2013.PDF icon JECS_single_cell_opt.pdf (1.68 MB)
N. P. Bons, He, X., Mader, C. A., and Martins, J. R. R. A., Multimodality in Aerodynamic Wing Design Optimization, in 18th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Denver, CO, 2017.
T. R. Brooks, Kenway, G. K. W., and Martins, J. R. R. A., Benchmark Aerostructural Models for the Study of Transonic Aircraft Wings, AIAA Journal, vol. 56, no. 7, p. 2840-–2855, 2018.PDF icon Brooks2018-Benchmark Aerostructural Models for the Study of Transonic Aircraft Wings-preprint.pdf (22.86 MB)
T. R. Brooks, Martins, J. R. R. A., and Kennedy, G. J., High-fidelity Aerostructural Optimization of Tow-steered Composite Wings, Journal of Fluids and Structures, vol. 88, pp. 122-147, 2019.PDF icon Brooks2019-High-fidelity Aerostructural Optimization of Tow-steered Composite Wings.pdf (14.71 MB)
X. He, Li, J., Mader, C. A., Yildirim, A., and Martins, J. R. R. A., Robust aerodynamic shape optimization–-from a circle to an airfoil, Aerospace Science and Technology, vol. 87, pp. 48–61, 2019.PDF icon He2019-Robust aerodynamic shape optimization---from a circle to an airfoil.pdf (14.02 MB)