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Journal Articles
Y. Yu, Lyu, Z., Xu, Z., and Martins, J. R. R. A., On the Influence of Optimization Algorithm and Starting Design on Wing Aerodynamic Shape Optimization, Aerospace Science and Technology, vol. 75, p. 183--199, 2018.PDF icon Yin2014-On the Influence of Optimization Algorithm and Initial Design on Wing Aerodynamic Shape Optimization-Preprint.pdf (8.73 MB)
N. Garg, Kenway, G. K. W., Lyu, Z., Martins, J. R. R. A., and Young, Y. L., High-fidelity Hydrodynamic Shape Optimization of a 3-D Hydrofoil, Journal of Ship Research, vol. 59, pp. 209–226, 2015.PDF icon Garg2015-High-fidelity Hydrodynamic Shape Optimization of a 3-D Hydrofoil.pdf (4.22 MB)
Z. Lyu and Martins, J. R. R. A., Aerodynamic Shape Optimization Studies of a Blended-Wing-Body Aircraft, Journal of Aircraft, vol. 51, no. 5, 2014.PDF icon Lyu-Martins-2014-JoA-BWB.pdf (17.79 MB)
S. Chen, Lyu, Z., Kenway, G. K. W., and Martins, J. R. R. A., Aerodynamic Shape Optimization of the Common Research Model Wing-Body-Tail Configuration, Journal of Aircraft, vol. 53, pp. 276–293, 2016.PDF icon Chen2016-Aerodynamic Shape Optimization of the Common Research Model-Preprint.pdf (29.46 MB)
S. Chen, Lyu, Z., Kenway, G. K. W., and Martins, J. R. R. A., Aerodynamic Shape Optimization of the Common Research Model Wing-Body-Tail Configuration, Journal of Aircraft, 2015.PDF icon Chen2015-Aerodynamic Shape Optimization of the Common Research Model.pdf (29.46 MB)
Z. Lyu and Martins, J. R. R. A., Aerodynamic Shape Optimization of an Adaptive Morphing Trailing Edge Wing, Journal of Aircraft, vol. 52, pp. 1951–1970, 2015.PDF icon Lyu2015a-Aerodynamic shape optimization of an adaptive morphing trailing edge wing.pdf (8.59 MB)
Z. Lyu, Kenway, G. K. W., and Martins, J. R. R. A., Aerodynamic Shape Optimization Investigations of the Common Research Model Wing Benchmark, AIAA Journal, vol. 53, no. 4, p. 968--985, 2015.PDF icon Lyu_AIAAJ_ASO_2014_preprint.pdf (23.63 MB)
Conference Papers
Z. Lyu and Martins, J. R. R. A., Strategies for Solving High-Fidelity Aerodynamic Shape Optimization Problems, in Proceedings of the 15th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Atlanta, GA, 2014.PDF icon Lyu_MAO_2014_Aero.pdf (12.45 MB)
Z. Lyu and Martins, J. R. R. A., RANS-based Aerodynamic Shape Optimization of a Blended-Wing-Body Aircraft, in 43rd AIAA Fluid Dynamics Conference and Exhibit, 2013.
Z. Lyu, Kenway, G. K. W., and Martins, J. R. R. A., RANS-based Aerodynamic Shape Optimization Investigations of the Common Research Model Wing, in Proceedings of the AIAA Science and Technology Forum and Exposition (SciTech), National Harbor, MD, 2014.
N. Garg, Lyu, Z., Dhert, T., Martins, J. R. R. A., and Young, Y. L., High-fidelity Hydrodynamic Shape Optimization of a 3-D Morphing Hydrofoil, in Fourth International Symposium on Marine Propulsors, 2015.PDF icon Garg_SMP.pdf (1.52 MB)
Z. Lyu and Martins, J. R. R. A., Graph Partitioning-Based Coordination Methods for Large-Scale Multidisciplinary Design Optimization Problems, in Proceedings of the 14th AIAA/ISSMO Multidisciplinary Analysis Optimization Conference, Indianapolis, IN, 2012.
A. Dener, Hicken, J. E., Kenway, G. K. W., Lyu, Z., and Martins, J. R. R. A., Comparison of Newton–Krylov and Quasi-Newton Algorithms for Aerodynamic Shape Optimization, in Proceedings of the AIAA Science and Technology Forum and Exposition (SciTech), 2015.
Z. Lyu, Xu, Z., and Martins, J. R. R. A., Benchmarking Optimization Algorithms for Wing Aerodynamic Design Optimization, in 8th International Conference on Computational Fluid Dynamics (ICCFD8), Chengdu, China, 2014.PDF icon Lyu_ICCFD8_Final_v2.pdf (5.55 MB)
Z. Lyu, Kenway, G. K. W., Paige, C., and Martins, J. R. R. A., Automatic Differentiation Adjoint of the Reynolds-Averaged Navier-Stokes Equations with a Turbulence Model, in 43rd AIAA Fluid Dynamics Conference and Exhibit, 2013.PDF icon LYU_CFD_RANS_Final.pdf (6.21 MB)
D. A. Burdette, Kenway, G. K. W., Lyu, Z., and Martins, J. R. R. A., Aerostructural Design Optimization of an Adaptive Morphing Trailing Edge Wing, in AIAA SciTech, Kissimmee, FL, 2015.PDF icon Scitech2015.pdf (4.25 MB)
S. Chen, Lyu, Z., Kenway, G. K. W., and Martins, J. R. R. A., Aerodynamic Shape Optimization of the Common Research Model Wing-Body-Tail Configuration, in Proceedings of the AIAA Science and Technology Forum and Exposition (SciTech), 2015.
Z. Lyu and Martins, J. R. R. A., Aerodynamic Shape Optimization of an Adaptive Morphing Trailing Edge Wing, in Proceedings of the 15th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Atlanta, GA, 2014.
Z. Lyu and Martins, J. R. R. A., Aerodynamic Shape Optimization of a Blended-Wing-Body Aircraft, in Proceedings of the 51st AIAA Aerospace Sciences Meeting, Grapevine, TX, 2013.