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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.
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 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., 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)
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)
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)
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, 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.
Z. Lyu, High-Fidelity Aerodynamic Design Optimization of Aircraft Configurations, University of Michigan, Ann Arbor, 2014.PDF icon Lyu_thesis.pdf (84.42 MB)
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.
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, 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)
R. P. Liem, Mader, C. A., Lee, E., and Martins, J. R. R. A., Aerostructural design optimization of a 100-passenger regional jet with surrogate-based mission analysis, in 13th AIAA Aviation Technology, Integration, and Operations Conference, Los Angeles, CA, 2013.PDF icon final_Liem_Aviation2013.pdf (1.86 MB)
R. P. Liem and Martins, J. R. R. A., Surrogate Models and Mixtures of Experts in Aerodynamic Performance Prediction for Mission Analysis, in 15th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Atlanta, GA, 2014.
R. P. Liem, Mader, C. A., and Martins, J. R. R. A., Surrogate Models and Mixtures of Experts in Aerodynamic Performance Prediction for Mission Analysis, Aerospace Science and Technology, vol. 43, pp. 126-151, 2015.PDF icon LiemAST2015_preprint.pdf (6.2 MB)
R. P. Liem, Martins, J. R. R. A., and Kenway, G. K. W., Expected Drag Minimization for Aerodynamic Design Optimization Based on Aircraft Operational Data, Aerospace Science and Technology, vol. 63, pp. 344–362, 2017.PDF icon multipointASO2015.pdf (11.66 MB)
R. P. Liem, Kenway, G. K. W., and Martins, J. R. R. A., Multimission Aircraft Fuel Burn Minimization via Multipoint Aerostructural Optimization, AIAA Journal, vol. 53, no. 1, 2015.PDF icon LiemAIAAJ2014_preprint.pdf (15.73 MB)
R. P. Liem, Kenway, G. K. W., and Martins, J. R. R. A., Multi-point, multi-mission, high-fidelity aerostructural optimization of a long-range aircraft configuration, in 14th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Indianapolis, IN, 2012.
J. Li, Bouhlel, M. Amine, and Martins, J. R. R. A., Data-based Approach for Fast Airfoil Analysis and Optimization, Journal of Aircraft, 2018.PDF icon airfoil_preprint.pdf (6.34 MB)
J. Li, Bouhlel, M. Amine, and Martins, J. R. R. A., A data-based approach for fast airfoil analysis and optimization, in 2018 AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, Kissimmee, FL, 2018.PDF icon Data_based_airfoil_Jichao_2018.pdf (8.88 MB)
E. Lee, James, K. A., and Martins, J. R. R. A., Stress-Constrained Topology Optimization with Design-Dependent Loading, Structural and Multidisciplinary Optimization, vol. 46, pp. 647–661, 2012.PDF icon Lee2012a.pdf (1.14 MB)
E. Lee and Martins, J. R. R. A., Structural Topology Optimization with Design-Dependent Pressure Loads, Computer Methods in Applied Mechanics and Engineering, vol. 233–236, pp. 40–48, 2012.
A. B. Lambe and Martins, J. R. R. A., A Matrix-Free Approach to Large-Scale Structural Optimization, in 10th World Congress on Structural and Multidisciplinary Optimization, Orlando, FL, 2013.
A. B. Lambe and Martins, J. R. R. A., A Unified Description of MDO Architectures, in Proceedings of the 9th World Congress on Structural and Multidisciplinary Optimization, Shizuoka, Japan, 2011.
A. B. Lambe and Martins, J. R. R. A., Extensions to the Design Structure Matrix for the Description of Multidisciplinary Design, Analysis, and Optimization Processes, Structural and Multidisciplinary Optimization, vol. 46, no. 2, pp. 273-284, 2012.PDF icon Lambe2012.pdf (289.49 KB)
A. B. Lambe, Martins, J. R. R. A., and Kennedy, G. J., An Evaluation of Constraint Aggregation Strategies for Wing Box Mass Minimization, Structural and Multidisciplinary Optimization, vol. 55, pp. 257–277, 2017.PDF icon Lambe_et_al_2016a_mdolab.pdf (2.91 MB)
A. B. Lambe, Kennedy, G. J., and Martins, J. R. R. A., Multidisciplinary Design Optimization of an Aircraft Wing via a Matrix-Free Approach, in 15th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Atlanta, GA, 2014.
A. B. Lambe and Martins, J. R. R. A., Matrix-free aerostructural optimization of aircraft wings, Structural and Multidisciplinary Optimization, vol. 53, pp. 589–603, 2016.PDF icon Lambe_Martins_2016_mdolab.pdf (1.95 MB)
A. B. Lambe and Martins, J. R. R. A., A New Approach to Multidisciplinary Design Optimization via Internal Decomposition, in Proceedings of the 13th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Fort Worth, TX, 2010.PDF icon Lambe_AIAA_MAO_2010_final.pdf (570.85 KB)