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adjoint
C. A. Mader, ADjoint: An Approach for the Rapid Development of Discrete Adjoint Solvers. University of Toronto Institute for Aerospace Studies, Toronto, ON, 2007.
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.
C. A. Mader and Martins, J. R. R. A., A Discrete Adjoint Formulation for Stability Derivatives Using the ADjoint Approach, in Proceedings of the CASI Conference, Kanata, ON, 2009.
C. A. Mader, Martins, J. R. R. A., and Marta, A. C., Towards Aerodynamic Shape Optimization of an Oblique Wing Using the ADjoint Approach, in Proceedings of the CASI Conference, Toronto, ON, 2007.
C. A. Mader, Martins, J. R. R. A., and Marta, A. C., Towards Aircraft Design Using an Automatic Discrete Adjoint Solver, in Proceedings of the 18th AIAA Computational Fluid Dynamics Conference, Miami, FL, 2007.
J. R. R. A. Martins and Chittick, I. R., Subspace Optimization of Multidisciplinary Systems Using Coupled Post-Optimality Sensitivity Analysis, in Proceedings of the 7th World Congress on Structural and Multidisciplinary Optimization, Seoul, South Korea, 2007.
A. C. Marta, Mader, C. A., Martins, J. R. R. A., van der Weide, E., and Alonso, J. J., A methodology for the development of discrete adjoint solvers using automatic differentiation tools, International Journal of Computational Fluid Dynamics, vol. 21, pp. 307-327, 2007.
adjoint methods
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.
aerodynamic
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.
aerodynamics
C. A. Mader, ADjoint: An Approach for the Rapid Development of Discrete Adjoint Solvers. University of Toronto Institute for Aerospace Studies, Toronto, ON, 2007.
A. C. Marta, Mader, C. A., Martins, J. R. R. A., van der Weide, E., and Alonso, J. J., A methodology for the development of discrete adjoint solvers using automatic differentiation tools, International Journal of Computational Fluid Dynamics, vol. 21, pp. 307-327, 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. S. Gray and Martins, J. R. R. A., Coupled Aeropropulsive Design Optimization of a Boundary Layer Ingestion Propulsor, The Aeronautical Journal, vol. 123, no. 1259, pp. 121–137, 2019.PDF icon Gray2019-Coupled Aeropropulsive Design Optimization of a Boundary Layer.pdf (2.38 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)
G. L. O. Halila, Chen, G., Shi, Y., Fidkowski, K. J., Martins, J. R. R. A., and de Mendonça, M. Teixeira, High-Reynolds number transitional flow simulation via parabolized stability equations with an adaptive RANS solver, Aerospace Science and Technology, vol. 91, 2019.PDF icon Halila_AST_2019b_preprint.pdf (913.08 KB)
Aeroelastic optimization
E. Jonsson, Mader, C. A., Kennedy, G. J., and Martins, J. R. R. A., Computational Modeling of Flutter Constraint for High-Fidelity Aerostructural Optimization, in AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, San Diego, CA, 2019.PDF icon 6.2019-2354.pdf (3.82 MB)
aeroelastic tailoring
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)
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)
aeroservoelasticity
S. Haghighat, Liu, H. H. T., and Martins, J. R. R. A., Application of Robust Control Design Techniques to the Aeroservoelastic Design Optimization of a Very Flexible UAV Wing, in Proceedings of the 13th AIAA/ISSMO Multidisciplinary Analysis Optimization Conference, Fort Worth, TX, 2010.
aerostructures
J. R. R. A. Martins and Chittick, I. R., Subspace Optimization of Multidisciplinary Systems Using Coupled Post-Optimality Sensitivity Analysis, in Proceedings of the 7th World Congress on Structural and Multidisciplinary Optimization, Seoul, South Korea, 2007.
J. R. R. A. Martins, Alonso, J. J., and Reuther, J. J., Complete Configuration Aero-Structural Optimization Using a Coupled Sensitivity Analysis Method, in Proceedings of the 9th AIAA/ISSMO Symposium on Multidisciplinary Analysis and Optimization, Atlanta, GA, 2002.
J. R. R. A. Martins, Alonso, J. J., and Reuther, J. J., Aero-Structural Wing Design Optimization Using High-Fidelity Sensitivity Analysis, in Proceedings of the CEAS Conference on Multidisciplinary Aircraft Design and Optimization, Köln, Germany, 2001, pp. 211–226.
J. R. R. A. Martins, Alonso, J. J., and Reuther, J. J., A Coupled-Adjoint Sensitivity Analysis Method for High-Fidelity Aero-Structural Design, Optimization and Engineering, vol. 6, pp. 33–62, 2005.PDF icon Martins2005-A Coupled-Adjoint Sensitivity Analysis Method for High-Fidelity Aero-Structural-a..pdf (593.6 KB)
J. R. R. A. Martins, Alonso, J. J., and Reuther, J. J., High-Fidelity Aerostructural Design Optimization of a Supersonic Business Jet, Journal of Aircraft, vol. 41, pp. 523–530, 2004.PDF icon Martins2004-High-Fidelity Aerostructural Design Optimization of a Supersonic Business-a..pdf (2.01 MB)
Aircraft Emissions
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.
airfoil design optimization
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.
ANK
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.
N. P. Bons, Mader, C. A., Martins, J. R. R. A., Cuco, A. P. C., and Odaguil, F. I. K., High-Fidelity Aerodynamic Shape Optimization of a Full Configuration Regional Jet, in 2018 AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, Kissimmee, FL, 2018.PDF icon 2018scitech_nbons.pdf (2.41 MB)
J. S. Gray, Design Optimization of a Boundary Layer Ingestion Propulsor Using a Coupled Aeropropulsive Model, University of Michigan, 2018.PDF icon gray_phd_thesis_2018.pdf (23.42 MB)
N. R. Secco and Martins, J. R. R. A., RANS-Based Aerodynamic Shape Optimization of a Strut-Braced Wing with Overset Meshes, Journal of Aircraft, vol. 56, pp. 217-227, 2019.PDF icon sbw2018_preprint.pdf (11.18 MB)
J. Li, Bouhlel, M. Amine, and Martins, J. R. R. A., Data-based Approach for Fast Airfoil Analysis and Optimization, Journal of Aircraft, vol. 57, p. 581--596, 2018.PDF icon airfoil_preprint.pdf (6.34 MB)
B. J. Brelje, Anibal, J. L., Yildirim, A., Mader, C. A., and Martins, J. R. R. A., Flexible Formulation of Spatial Integration Constraints in Aerodynamic Shape Optimization, in 57th AIAA Aerospace Sciences Meeting (SciTech), San Diego, CA, 2019.PDF icon mdolab_preprint.pdf (3.38 MB)
M. Mangano and Martins, J. R. R. A., Multipoint Aerodynamic Shape Optimization for Subsonic and Supersonic Regimes, in 2019 AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, 2019.PDF icon Multipoint Aerodynamic Shape Oprimization for Supersonic and Subsonic Regimes - Mangano-Martins-SciTech-2019.pdf (6.69 MB)
M. H. Aa. Madsen, Zahle, F., and Sørensen, N. N., Multipoint high-fidelity CFD-based aerodynamic shape optimization of a 10 MW wind turbine, Wind Energy Science, vol. 4, pp. 163–192, 2019.PDF icon Madsen2019-Multipoint high-fidelity CFD-based aerodynamic shape optimization.pdf (8.38 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)
Y. Liao, Garg, N., Martins, J. R. R. A., and Young, Y. L., Viscous Fluid Structure Interaction Response of Composite Hydrofoils, Composite Structures, vol. 212, pp. 571–585, 2019.PDF icon Liao2019a_preprint.pdf (4.15 MB)
A. Yildirim, Gray, J. S., Mader, C. A., and Martins, J. R. R. A., Aeropropulsive Design Optimization of a Boundary Layer Ingestion System, in AIAA AVIATION Forum, Dallas, TX, 2019.PDF icon Yildirim2019a-Aeropropulsive Design Optimization of a Boundary Layer Ingestion System.pdf (28.31 MB)
B. J. Brelje and Martins, J. R. R. A., Coupled component sizing and aerodynamic shape optimization via geometric constraints, in AIAA AVIATION Forum, 2019.
S. He, Jonsson, E., Mader, C. A., and Martins, J. R. R. A., A Coupled Newton--Krylov Time Spectral Solver for Wing Flutter and LCO Prediction, in AIAA AVIATION Forum, 2019.
A. Yildirim, Kenway, G. K. W., Mader, C. A., and Martins, J. R. R. A., A Jacobian-free approximate Newton--Krylov startup strategy for RANS simulations, Journal of Computational Physics, In Press.PDF icon Yildirim2019b-A Jacobian-free approximate Newton--Krylov startup strategy for RANS simulations.pdf (3.84 MB)