Journal Articles
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.
Liao2019a_preprint.pdf (4.15 MB) W. Du, Xue, N., Shyy, W., and Martins, J. R. R. A.,
“A Surrogate-Based Multi-Scale Model for Mass Transport and Electrochemical Kinetics in Lithium-Ion Battery Electrodes”,
Journal of the Electrochemical Society, vol. 161, pp. E3086–E3096, 2014.
Du2014-A Surrogate-Based Multi-Scale Model for Mass Transport and Electrochemicala..pdf (1.88 MB) M. Nelson, Temple, D. W., Hwang, J. T., Young, Y. L., Martins, J. R. R. A., and Collette, M.,
“Simultaneous optimization of propeller–hull systems to minimize lifetime fuel consumption”,
Applied Ocean Research, vol. 43, pp. 46-52, 2013.
Nelson2013-Simultaneous Optimization of Propeller-Hull Systems to Minimize Lifetime-a..pdf (1.19 MB) G. K. W. Kenway, Kennedy, G. J., and Martins, J. R. R. A.,
“Scalable parallel approach for high-fidelity steady-state aeroelastic analysis and adjoint derivative computations”,
AIAA Journal, vol. 52, no. 5, pp. 935–951, 2014.
kenway2013a.pdf (4.6 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.
He2019-Robust aerodynamic shape optimization---from a circle to an airfoil.pdf (14.02 MB) M. Amine Bouhlel, Hwang, J. T., Bartoli, N., Lafage, R., Morlier, J., and Martins, J. R. R. A.,
“A Python surrogate modeling framework with derivatives”,
Advance in Engineering Software, 2019.
preprint_SMT.pdf (1.99 MB) 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.
pyOpt.pdf (2.02 MB) W. Du, Xue, N., Gupta, A., Sastry, A. M., Martins, J. R. R. A., and Shyy, W.,
“Optimization of LiMn2O4 electrode properties in a gradient-and surrogate-based framework”,
Acta Mechanica Sinica, vol. 29, pp. 335–347, 2013.
10.1007-s10409-013-0039-x.pdf (919.47 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.
JECS_single_cell_opt.pdf (1.68 MB) J. S. Gray, Hwang, J. T., Martins, J. R. R. A., Moore, K. T., and Naylor, B. A.,
“OpenMDAO: An open-source framework for multidisciplinary design, analysis, and optimization”,
Structural and Multidisciplinary Optimization, vol. 59, no. 4, p. 1075--1104, 2019.
OpenMDAO_preprint.pdf (2.75 MB) M. Shahabsafa, Mohammad-Nezhad, A., Terlaky, T., Zuluaga, L., He, S., Hwang, J. T., and Martins, J. R. R. A.,
“A Novel Approach to Discrete Truss Design Problems Using Mixed Integer Neighborhood Search”,
Structural and Multidisciplinary Optimization, vol. 58, no. 6, p. 2429, 2018.
T. Ashuri, Zaaijer, M. B., Martins, J. R. R. A., van Bussel, G. J. W., and van Kuik, G. A. M.,
“Multidisciplinary Design Optimization of Offshore Wind Turbines for Minimum Levelized Cost of Energy”,
Renewable Energy, vol. 68, pp. 893-905, 2014.
Ashuri_etal_MDOLAB_WindTurbineMDO.pdf (900.85 KB) T. Ashuri, Zaaijer, M. B., Martins, J. R. R. A., and Zhang, J.,
“Multidisciplinary Design Optimization of Large Wind Turbines–-Technical, Economic, and Design Challenges”,
Energy Conversion and Management, vol. 123, pp. 56–70, 2016.
Ashuri2016-Multidisciplinary Design Optimization of Large Wind Turbines---Technical,-a..pdf (2.9 MB) J. S. Gray, Mader, C. A., Kenway, G. K. W., and Martins, J. R. R. A.,
“Modeling Boundary Layer Ingestion Using a Coupled Aeropropulsive Analysis”,
Journal of Aircraft, vol. Vol.55, pp. 1191-1199, 2018.
Gray2018-Modeling boundary layer ingestion using a coupled aeropropulsive analysis-Preprint.pdf (2.07 MB) S. Haghighat, Liu, H. H. T., and Martins, J. R. R. A.,
“A Model Predictive Gust Load Alleviation Controller for a Highly Flexible Aircraft”,
Journal of Guidance, Control and Dynamics, vol. 36, no. 6, pp. 1751–1766, 2012.
Haghighat2012b.pdf (10.85 MB) 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.
S. Arreckx, Lambe, A. B., Martins, J. R. R. A., and Orban, D.,
“A Matrix-Free Augmented Lagrangian Algorithm with Application to Large-Scale Structural Design Optimization”,
Optimization and Engineering, vol. 17, pp. 359–384, 2016.
Arreckx_et_al_Matrix_Free_2014.pdf (1.72 MB) J. T. Hwang, Lee, D. Y., Cutler, J. W., and Martins, J. R. R. A.,
“Large-Scale Multidisciplinary Optimization of a Small Satellite’s Design and Operation”,
Journal of Spacecraft and Rockets, vol. 51, no. 5, pp. 1648-1663, 2014.
Hwang2014b.pdf (10.24 MB) 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.
Yin2014-On the Influence of Optimization Algorithm and Initial Design on Wing Aerodynamic Shape Optimization-Preprint.pdf (8.73 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.
Halila_AST_2019b_preprint.pdf (913.08 KB) N. Garg, Kenway, G. K. W., Martins, J. R. R. A., and Young, Y. L.,
“High-fidelity Multipoint Hydrostructural Optimization of a 3-D Hydrofoil”,
Journal of Fluids and Structures, vol. 71, pp. 15–39, 2017.
JFS_NG.pdf (21.7 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.
Garg2015-High-fidelity Hydrodynamic Shape Optimization of a 3-D Hydrofoil.pdf (4.22 MB) E. Jonsson, Riso, C., Lupp, C. A., Cesnik, C. E. S., Martins, J. R. R. A., and Epureanu, B. I.,
“Flutter and Post-Flutter Constraints in Aircraft Design Optimization”,
Progress in Aerospace Sciences, 2019.
Jonsson2019-Flutter-and-Post-Flutter-Constraints-in-Aircraft-Design-Optimization-preprint.pdf (576.98 KB) N. Garg, Pearce, B. W., Brandner, P. A., Phillips, A. W., Martins, J. R. R. A., and Young, Y. L.,
“Experimental Investigation of a Hydrofoil Designed via Hydrostructural Optimization”,
Journal of Fluids and Structures, vol. 84, pp. 243–262, 2019.
NG_JFS_2017.pdf (27.9 MB) W. Du, Xue, N., Sastry, A. M., Martins, J. R. R. A., and Shyy, W.,
“Energy Density Comparison of Li-ion Cathode Materials Using Dimensional Analysis”,
Journal of The Electrochemical Society, vol. 160, pp. A1187-A1193, 2013.
J.Electrochem.Soc_.-2013-Du-A1187-93.pdf (1.56 MB) B. J. Brelje and Martins, J. R. R. A.,
“Electric, Hybrid, and Turboelectric Fixed-Wing Aircraft: A Review of Concepts, Models, and Design Approaches”,
Progress in Aerospace Sciences, vol. 104, p. 1--19, 2019.
Brelje2019-Electric, Hybrid, and Turboelectric Fixed-Wing Aircraft A Review_preprint.pdf (2.29 MB) N. Xue, Du, W., Greszler, T. A., Shyy, W., and Martins, J. R. R. A.,
“Design of a Lithium-ion Battery Pack for PHEV Using Multiple Optimization Methods”,
Applied Energy, vol. 115, pp. 591–602, 2014.
xue-app_engy_pack_opt_2013_revised.pdf (978.68 KB) N. R. Secco, Jasa, J. P., Kenway, G. K. W., and Martins, J. R. R. A.,
“Component-based Geometry Manipulation for Aerodynamic Shape Optimization with Overset Meshes”,
AIAA Journal, vol. 56, no. 9, p. 3679, 2018.
pysurf2018_preprint.pdf (9.55 MB) J. S. Gray, Chin, J. C., Hearn, T. A., Hendricks, E., Lavelle, T. M., and Martins, J. R. R. A.,
“Chemical-Equilibrium Analysis with Adjoint Derivatives for Propulsion Cycle Analysis”,
Journal of Propulsion and Power, vol. Vol.33, pp. 1041-1052, 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.
Brooks2018-Benchmark Aerostructural Models for the Study of Transonic Aircraft Wings-preprint.pdf (22.86 MB) R. Henderson, Martins, J. R. R. A., and Perez, R. E.,
“Aircraft Conceptual Design for Optimal Environmental Performance”,
The Aeronautical Journal, vol. 116, no. 1175, p. 1—22, 2012.
Henderson2012.pdf (914.28 KB) T. Ashuri, Martins, J. R. R. A., Zaaijer, M. B., van Kuik, G. A. M., and van Bussel, G. J. W.,
“Aeroservoelastic Design Definition of a 20 MW Common Research Wind Turbine Model”,
Wind Energy, vol. 19, 2016.
Ashuri2016-Aeroservoelastic Design Definition of a 20 MW Common Research Wind-a..pdf (853.94 KB) T. Dhert, Ashuri, T., and Martins, J. R. R. A.,
“Aerodynamic Shape Optimization of Wind Turbine Blades Using a Reynolds-Averaged Navier–Stokes Model and an Adjoint Method”,
Wind Energy, vol. 20, no. 5, p. 909--926, 2017.
Dhert_et_al__2017_mdolab.pdf (3.23 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.
Chen2016-Aerodynamic Shape Optimization of the Common Research Model-Preprint.pdf (29.46 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.
Lyu_AIAAJ_ASO_2014_preprint.pdf (23.63 MB) C. A. Mader, Martins, J. R. R. A., Alonso, J. J., and van der Weide, E.,
“ADjoint: An Approach for the Rapid Development of Discrete Adjoint Solvers”,
AIAA Journal, vol. 46, pp. 863-873, 2008.
Mader2008-ADjoint An Approach for the Rapid Development of Discrete Adjoint-a..pdf (5.27 MB) Conference Papers
P. Thokala and Martins, J. R. R. A.,
“Variable Complexity Methods Applied to Airfoil Optimization”, in
Proceedings of the CASI Aircraft Design and Development Symposium, Toronto, ON, 2005.
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.
Y. Shi, Gross, R., Mader, C. A., and Martins, J. R. R. A.,
“Transition Prediction in a RANS Solver based on Linear Stability Theory for Complex Three-Dimensional Configurations”, in
2018 AIAA Aerospace Sciences Meeting, Kissimmee, FL, 2018.
aiaa.pdf (1.59 MB) J. S. Gray, Chin, J. C., Hearn, T. A., Hendricks, E., Lavelle, T. M., and Martins, J. R. R. A.,
“Thermodynamics for Gas Turbine Cycles with Analytic Derivatives in OpenMDAO”, in
57th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, 2016.
gray_pycycle_thermodynamics.pdf (688.53 KB) J. R. R. A. Martins and Poon, N. M. K.,
“On Structural Optimization Using Constraint Aggregation”, in
Proceedings of the 6th World Congress on Structural and Multidisciplinary Optimization, Rio de Janeiro, Brazil, 2005.
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.
Lyu_MAO_2014_Aero.pdf (12.45 MB) C. A. Mader and Martins, J. R. R. A.,
“Stability-Constrained Aerodynamic Shape Optimization of a Flying Wing Configuration”, in
Proceedings of the 13th AIAA/ISSMO Multidisciplinary Analysis Optimization Conference, Forth Worth, TX, 2010.
J. T. Hwang, Roy, S., Kao, J. Y., Martins, J. R. R. A., and Crossley, W. A.,
“Simultaneous aircraft allocation and mission optimization using a modular adjoint approach”, in
56th AIAA SDM Conference, Kissimmee, FL, 2015.
Hwang2015a.pdf (330.5 KB) J. Mas Colomer, Bartoli, N., Lefebvre, T., Dubreuil, S., Martins, J. R. R. A., Benard, E., and Morlier, J.,
“Similarity Maximization of a Scaled Aeroelastic Flight Demonstrator via Multidisciplinary Optimization”, in
Proceedings of the AIAA SciTech Conference, 2017.
G. K. W. Kenway, Kennedy, G. J., and Martins, J. R. R. A.,
“A Scalable Parallel Approach for High-Fidelity Aerostructural Analysis and Optimization”, in
53rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, Honolulu, HI, 2012.
J. R. R. A. Martins and Hwang, J. T.,
“Review and Unification of Methods for Computing Derivatives of Multidisciplinary Systems”, in
In Proceedings of the 53rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, Honolulu, HI, 2012.
G. K. W. Kenway, Henderson, R., Hicken, J. E., Kuntawala, N. B., Zingg, D. W., Martins, J. R. R. A., and McKeand, R. G.,
“Reducing Aviation's Environmental Impact Through Large Aircraft For Short Ranges”, in
Proceedings of the 48th AIAA Aerospace Sciences Meeting and Exhibit, Orlando, FL, 2010.
orlando_final.pdf (413.53 KB) J. J. Alonso, LeGresley, P., van der Weide, E., Martins, J. R. R. A., and Reuther, J. J.,
“pyMDO: A Framework for High-Fidelity Multi-Disciplinary Optimization”, in
Proceedings of the 10th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Albany, {NY}, 2004.
Q. Thomson and Martins, J. R. R. A.,
“Progressive Validity Trust Region Optimization Using a Kriging Metamodel”, in
Proceedings of the 12th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Victoria, BC, 2008.
D. A. Burdette, Kenway, G. K. W., and Martins, J. R. R. A.,
“Performance Evaluation of a Morphing Trailing Edge Using Multipoint Aerostructural Design Optimization”, in
57th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference , San Diego, CA, 2016.
BurdetteScitech2016.pdf (8.05 MB) G. J. Kennedy and Martins, J. R. R. A.,
“Parallel Solution Methods for Aerostructural Analysis and Design Optimization”, in
Proceedings of the 13th AIAA/ISSMO Multidisciplinary Analysis Optimization Conference, Forth Worth, TX, 2010.
J. T. Hwang and Martins, J. R. R. A.,
“Parallel allocation-mission optimization of a 128-route network”, in
17th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Dallas, TX, 2015.
Paper.pdf (722.17 KB) C. A. Mader and Martins, J. R. R. A.,
“Optimal Flying Wings: A Numerical Optimization Study”, in
53rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, Honolulu, HI, 2012.
Mader2012.pdf (3.77 MB) J. R. R. A. Martins and Marriage, C.,
“An Object-Oriented Framework for Multidisciplinary Design Optimization”, in
Proceedings of the 3rd AIAA Multidisciplinary Design Optimization Specialist Conference, Waikiki, HI, 2007.
S. Roy, Crossley, W. A., Moore, K. T., Gray, J. S., and Martins, J. R. R. A.,
“Next generation aircraft design considering airline operations and economics”, in
AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, 2018.
I. R. Chittick and Martins, J. R. R. A.,
“A New Subspace Optimization Method for Aero-Structural Design”, in
Proceedings of the 3rd AIAA Multidisciplinary Design Optimization Specialist Conference, Waikiki, HI, 2007.
J. P. Jasa, Gray, J. S., Seidel, J. A., Mader, C. A., and Martins, J. R. R. A.,
“Multipoint Optimization of a Variable Cycle Engine Using Gradient-based Optimization”, in
57th AIAA Aerospace Sciences Meeting, AIAA SciTech Forum, San Diego, CA, 2019.
jasa_scitech_2019_submitted.pdf (1012.9 KB) 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.
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.
A. Chaudhuri, Jasa, J. P., Willcox, K., and Martins, J. R. R. A.,
“Multifidelity Optimization Under Uncertainty for a Tailless Aircraft”, in
2018 AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, Kissimmee, FL, 2018.
updated_MFMC_paper_submitted.pdf (1.21 MB) J. Y. Kao, Hwang, J. T., Martins, J. R. R. A., Gray, J. S., and Moore, K. T.,
“A modular adjoint approach to aircraft mission analysis and optimization”, in
56th AIAA SDM Conference, Kissimmee, FL, 2015.
Kao2015a.pdf (611.01 KB) S. Haghighat, Liu, H. H. T., and Martins, J. R. R. A.,
“Modeling and Simulation of Flexible UAVs with Large Aspect Ratio”, in
Proceedings of the International Conference on System Simulation and Scientific Computing, Beijing, China, 2008.
S. Roy, Moore, K. T., Hwang, J. T., Gray, J. S., Crossley, W. A., and Martins, J. R. R. A.,
“A Mixed Integer Efficient Global Optimization Algorithm for the Simultaneous Aircraft Allocation-Mission-Design Problem”, in
Proceeding of the 58th AIAA Structures, Structural Dynamics, and Materials Conference, 2017.
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.
K. A. James and Martins, J. R. R. A.,
“Level Set Topology Optimization of Structures with Isoparametric Mesh Mapping”, in
Proceedings of the 9th World Congress on Structural and Multidisciplinary Optimization, Shizuoka, Japan, 2011.
K. A. James and Martins, J. R. R. A.,
“Level Set Topology Optimization of Structures with Isoparametric Mesh Mapping”, in
Proceedings of the 9th ISSMO World Congress on Structural and Multidisciplinary Optimization, Shizuoka, Japan, 2011.
J. T. Hwang, Lee, D. Y., Cutler, J. W., and Martins, J. R. R. A.,
“Large-Scale MDO of a Small Satellite using a Novel Framework for the Solution of Coupled Systems and their Derivatives”, in
Proceedings of the 54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, Boston, MA, 2013.
T. R. Brooks, Hwang, J. T., Kennedy, G. J., and Martins, J. R. R. A.,
“High-fidelity Structural Optimization of a Tow-Steered Composite Wing”, in
11th World Congress on Structural and Multidisciplinary Optimization, Sydney, Australia, 2015.
wcsmo-2015-paper.pdf (915.44 KB) T. R. Brooks, Kennedy, G. J., and Martins, J. R. R. A.,
“High-fidelity Multipoint Aerostructural Optimization of a High Aspect Ratio Tow-steered Composite Wing”, in
Proceedings of the 58th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, AIAA SciTech Forum, 2017.
Scitech-2017-Brooks.pdf (13.18 MB) 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.
Garg_SMP.pdf (1.52 MB) J. J. Alonso, Martins, J. R. R. A., Reuther, J. J., and Haimes, R.,
“High-Fidelity Aero-Structural Design Using a Parametric CAD-Based Model”, in
Proceedings of the 16th AIAA Computational Fluid Dynamics Conference, Orlando, FL, 2003.
J. R. R. A. Martins, Alonso, J. J., and Reuther, J. J.,
“High-Fidelity Aero-Structural Design Optimization of a Supersonic Business Jet”, in
Proceedings of the 43rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, Denver, CO, 2002.
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.
2018scitech_nbons.pdf (2.41 MB) J. T. Hwang and Martins, J. R. R. A.,
“GeoMACH: Geometry-Centric MDAO of Aircraft Configurations with High Fidelity”, in
Proceedings of the 14th AIAA/ISSMO Multidisciplinary Analysis Optimization Conference, Indianapolis, IN, 2012.
Hwang2012c.pdf (8.6 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.
mdolab_preprint.pdf (3.38 MB) G. K. W. Kenway, Secco, N. R., Martins, J. R. R. A., Mishra, A., and Duraisamy, K.,
“An Efficient Parallel Overset Method for Aerodynamic Shape Optimization”, in
Proceedings of the 58th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, AIAA SciTech Formum, 2017.
scitech2017.pdf (29.39 MB) J. P. Jasa, Hwang, J. T., and Martins, J. R. R. A.,
“Design and Trajectory Optimization of a Morphing Wing Aircraft”, in
2018 AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, Kissimmee, FL, 2018.
Jasa_morphing_mission_SciTech_submitted.pdf (878.01 KB) 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.
S. He, Jonsson, E., Mader, C. A., and Martins, J. R. R. A.,
“A Coupled Newton–Krylov Time Spectral Solver for Flutter Prediction”, in
2018 AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, Kissimmee, FL, 2018.
scitech2018.pdf (2.32 MB) J. P. Jasa, Brelje, B. J., Mader, C. A., and Martins, J. R. R. A.,
“Coupled Design of a Supersonic Engine and Thermal System”, in
World Congress of Structural and Multidisciplinary Optimization 13, Beijing, China, 2019.
wcsmo_jasa_2019.pdf (241.84 KB) J. J. Reuther, Alonso, J. J., Martins, J. R. R. A., and Smith, S. C.,
“A Coupled Aero-Structural Optimization Method for Complete Aircraft Configurations”, in
Proceedings of the 37th AIAA Aerospace Sciences Meeting and Exhibit, Reno, NV, 1999.
A. T. Yu and Martins, J. R. R. A.,
“A Configurable B-Spline Parametrization Method for Structural Optimization of Wing Boxes”, in
Proceedings of the 12th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Victoria, BC, 2008.
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.
6.2019-2354.pdf (3.82 MB) 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.
N. P. Tedford and Martins, J. R. R. A.,
“Comparison of MDO Architectures within a Universal Framework”, in
Proceedings of the 2nd AIAA Multidisciplinary Design Optimization Specialist Conference, Newport, RI, 2006.
N. P. Tedford and Martins, J. R. R. A.,
“On the Common Structure of MDO Problems: A Comparison of Architectures”, in
Proceedings of the 11th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Portsmouth, VA, 2006.
G. K. W. Kenway, Kennedy, G. J., and Martins, J. R. R. A.,
“A CAD-Free Approach to High-Fidelity Aerostructural Optimization”, in
Proceedings of the 13th AIAA/ISSMO Multidisciplinary Analysis Optimization Conference, Fort Worth, TX, 2010.
mao2010_final.pdf (5.8 MB) S. S. Chauhan, Hwang, J. T., and Martins, J. R. R. A.,
“Benchmarking Approaches for the Multidisciplinary Analysis of Complex Systems Using a Taylor Series-Based Scalable Problem”, in
12th World Congress of Structural and Multidisciplinary Optimization (WCSMO12), Braunschweig, Germany, 2018, pp. 98–116.
wcsmo12_paper.pdf (556.91 KB) J. S. Gray, Hearn, T. A., Moore, K. T., Hwang, J. T., Martins, J. R. R. A., and Ning, A.,
“Automatic Evaluation of Multidisciplinary Derivatives Using a Graph-Based Problem Formulation in OpenMDAO”, in
Proceedings of the 15th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Atlanta, GA, 2014.
Gray-MAO-2014.pdf (4.08 MB) J. R. R. A. Martins, Alonso, J. J., and van der Weide, E.,
“An Automated Approach for Developing Discrete Adjoint Solvers”, in
Proceedings of the 2nd AIAA Multidisciplinary Design Optimization Specialist Conference, Newport, RI, 2006.
P. He, Mader, C. A., Martins, J. R. R. A., and Maki, K. J.,
“Aerothermal Optimization of Internal Cooling Passages Using a Discrete Adjoint Method”, in
2018 Joint Thermophysics and Heat Transfer Conference, AIAA Aviation Forum, 2018.
AIAA-2018-4080.pdf (2.9 MB) 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.
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.
Scitech2015.pdf (4.25 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.
final_Liem_Aviation2013.pdf (1.86 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.
Yildirim2019a-Aeropropulsive Design Optimization of a Boundary Layer Ingestion System.pdf (28.31 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.
D. Ivaldi, Secco, N. R., Chen, S., Hwang, J. T., and Martins, J. R. R. A.,
“Aerodynamic Shape Optimization of a Truss-Braced-Wing Aircraft”, in
16th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, 2015.
N. Bartoli, Lefebvre, T., Dubreuil, S., Olivanti, R., Bons, N. P., Martins, J. R. R. A., Bouhlel, M. Amine, and Morlier, J.,
“An adaptive optimization strategy based on mixture of experts for wing aerodynamic design optimization”, in
Proceedings of the 18th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Denver, CO, 2017.
AIAA_2017_MDO-18_2638116_revised.pdf (21.34 MB) J. R. R. A. Martins, Mader, C. A., and Alonso, J. J.,
“ADjoint: An Approach for Rapid Development of Discrete Adjoint Solvers”, in
Proceedings of the 11th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Portsmouth, VA, 2006.