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Author Keyword Title [ Type(Desc)] Year
Book Chapter
J. R. R. A. Martins, “Fuel burn reduction through wing morphing”, in Encyclopedia of Aerospace Engineering , vol. Green Aviation, Wiley, 2016, pp. 75-79.PDF icon Martins2016-Fuel Burn Reduction Through Wing Morphing - Preprint.pdf (757.53 KB)
N. Xue, Du, W., Martins, J. R. R. A., and Shyy, W., “Lithium-Ion Batteries: Thermo-Mechanics, Performance, and Design Optimization”, in Handbook of Clean Energy Systems, vol. 5 : Energy Storage, John Wiley & Sons, Ltd, 2015, pp. 2849-2864.PDF icon Xue2015-Lithium Ion Batteries - Preprint.pdf (1.43 MB)
J. R. R. A. Martins, “Multidisciplinary Design Optimization of Aerospace Systems”, in Advances and Trends in Optimization with Engineering Applications , Philadelphia, PA: SIAM, 2017, pp. 249-257.PDF icon Martins2017-Multidiscplinary Design Optimization of Aerospace Systems.pdf (888.81 KB)
Conference Papers
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.
N. M. K. Poon and Martins, J. R. R. A., “Adaptive Constraint Aggregation for Structural Optimization Using Adjoint Sensitivities”, in Proceedings of the CASI Aircraft Design and Development Symposium, Toronto, ON, 2005.
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.PDF icon AIAA_2017_MDO-18_2638116_revised.pdf (21.34 MB)
G. J. Kennedy and Martins, J. R. R. A., “An Adjoint-based Derivative Evaluation Method for Time-dependent Aeroelastic Optimization of Flexible Aircraft”, in Proceedings of the 54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, Boston, MA, 2013.PDF icon 2013_SDM.pdf (799.25 KB)
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.
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.
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.
C. A. Mader, Marta, A. C., and Martins, J. R. R. A., “Aerodynamic Shape Optimization of an Oblique Wing Using the ADjoint Approach”, in Proceedings of the 15th Conference of the CFD Society of Canada, Toronto, ON, 2007.
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.
G. K. W. Kenway and Martins, J. R. R. A., “Aerodynamic Shape Optimization of the CRM Configuration Including Buffet-Onset Conditions”, in 54th AIAA Aerospace Sciences Meeting, 2016.
S. He, Jonsson, E., Mader, C. A., and Martins, J. R. R. A., “Aerodynamic Shape Optimization with Time Spectral Flutter Adjoint”, in Scitech 2019, San Diego, CA, 2019.PDF icon main.pdf (2.39 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)
J. S. Gray, Kenway, G. K. W., Mader, C. A., and Martins, J. R. R. A., “Aeropropulsive Design Optimization of a Turboelectric Boundary Layer Ingestion Propulsion System”, in Proceedings of the AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, 2018.PDF icon starc_abl_2018.pdf (14.26 MB)
S. Haghighat, Martins, J. R. R. A., and Liu, H. H. T., “Aeroservoelastic Design Optimization of a High Aspect Ratio Flying Wing”, in Proceedings of the International Forum on Aeroelasticity and Structural Dynamics, Paris, France, 2011.
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)
D. A. Burdette, Kenway, G. K. W., and Martins, J. R. R. A., “Aerostructural design optimization of a continuous morphing trailing edge aircraft for improved mission performance”, in 17th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference , 2016.PDF icon BurdetteAviation2016.pdf (1.68 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)
G. J. Kennedy and Martins, J. R. R. A., “Aerostructural design optimization of composite aircraft with stress and local buckling constraints using an implicit structural parametrization”, in Proceedings of CASI AERO 2011, Montreal, Quebec, 2011.
J. R. R. A. Martins, Alonso, J. J., and LeGresley, P., “Aero-Structural Optimization of Aircraft Configurations Using Coupled-Sensitivity Analysis”, in Proceedings of the SIAM Conference on Computational Science and Engineering, San Diego, CA, 2003.
G. J. Kennedy, Martins, J. R. R. A., and Hansen, J. S., “Aerostructural Optimization of Aircraft Structures Using Asymmetric Subspace Optimization”, in Proceedings of the 12th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Victoria, BC, 2008.
G. J. Kennedy, Martins, J. R. R. A., and Hansen, J. S., “Aerostructural optimization of aircraft structures using asymmetric subspace optimization”, in 12th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Victoria, BC, 2008.
G. K. W. Kenway, Kennedy, G. J., and Martins, J. R. R. A., “Aerostructural optimization of the Common Research Model configuration”, in 15th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Atlanta, GA, 2014.PDF icon mao2014_paper.pdf (10.33 MB)
C. A. Mader, Kenway, G. K. W., Martins, J. R. R. A., and Uranga, A., “Aerostructural Optimization of the D8 Wing with Varying Cruise Mach Numbers”, in 18th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, 2017.PDF icon Mader2017-Aerostructural Optimization of the D8 Wing with Varying Cruise0.pdf (14.52 MB)
G. K. W. Kenway and Martins, J. R. R. A., “Aerostructural Shape Optimization of Wind Turbine Blades Considering Site-Specific Winds”, in Proceedings of the 12th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Victoria, BC, 2008.PDF icon victoria.pdf (1.53 MB)
K. A. James, Kennedy, G. J., and Martins, J. R. R. A., “Aerostructural Topology Optimization of an Aircraft Wingbox”, in Proceedings of the CASI AERO 2011 Conference, Montreal, QC, 2011.
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.
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.PDF icon AIAA-2018-4080.pdf (2.9 MB)
J. T. Hwang and Martins, J. R. R. A., “Allocation-mission-design optimization of next-generation aircraft using a parallel computational framework”, in 57th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, 2016.PDF icon Hwang2016.pdf (1.29 MB)
S. Haghighat, Liu, H. H. T., and Martins, J. R. R. A., “Application of Model Predictive Control to Gust Loads Alleviation Systems”, in Proceedings of the AIAA Atmospheric Flight Mechanics Conference and Exhibit, Chicago, IL, 2009.
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.
J. S. Gray, Mader, C. A., Kenway, G. K. W., and Martins, J. R. R. A., “Approach to Modeling Boundary Layer Ingestion using a Fully Coupled Propulsion-RANS Model”, in 55th AIAA Aerospace Sciences Meeting (SciTech), 2017.
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.
J. R. R. A. Martins, Kroo, I. M., and Alonso, J. J., “An Automated Method for Sensitivity Analysis Using Complex Variables”, in Proceedings of the 38th AIAA Aerospace Sciences Meeting, Reno, NV, 2000.
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)
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.PDF icon Gray-MAO-2014.pdf (4.08 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.PDF icon wcsmo12_paper.pdf (556.91 KB)
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)
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.PDF icon mao2010_final.pdf (5.8 MB)
J. R. R. A. Martins, “CFD-based Aircraft Design Optimization”, in Proceedings of the International Conference on Flow Dynamics, 2019.PDF icon Martins2019-CFD-based Aircraft Design Optimization.pdf (148 KB)
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.
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.
G. J. Kennedy and Martins, J. R. R. A., “A Comparison of Metallic and Composite Aircraft Wings Using Aerostructural Design Optimization”, in 14th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Indianapolis, IN, 2012.PDF icon Kennedy2012c.pdf (2.11 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.
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.
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”, in 18th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, 2017.
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)
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.
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.
J. R. R. A. Martins, Sturdza, P., and Alonso, J. J., “The Connection Between the Complex-Step Derivative Approximation and Algorithmic Differentiation”, in Proceedings of the 39th AIAA Aerospace Sciences Meeting, Reno, NV, 2001.
C. Vanaret, Gallard, F., and Martins, J. R. R. A., “On the Consequences of the "No Free Lunch" Theorem for Optimization on the Choice of MDO Architecture”, in Proceedings of the AIAA SciTech Conference, 2017.PDF icon NFL_MDO_architecture_AIAA2017_vanaret_gallard_martins.pdf (1.34 MB)
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.
B. J. Brelje and Martins, J. R. R. A., “Coupled component sizing and aerodynamic shape optimization via geometric constraints”, in AIAA AVIATION Forum, 2019.
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.PDF icon wcsmo_jasa_2019.pdf (241.84 KB)
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.PDF icon main.pdf (2.52 MB)
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.PDF icon scitech2018.pdf (2.32 MB)
J. R. R. A. Martins, Alonso, J. J., and Reuther, J. J., “A Coupled-Adjoint Sensitivity Analysis Method for Aero-Structural Optimization”, in Proceedings of the CASI Aircraft Design and Development Symposium, Montréal, QC, 2003.
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.
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.PDF icon Jasa_morphing_mission_SciTech_submitted.pdf (878.01 KB)
B. J. Brelje and Martins, J. R. R. A., “Development of a Conceptual Design Model for Aircraft Electric Propulsion with Efficient Gradients”, in AIAA/IEEE Electric Aircraft Technologies Symposium, Cincinnati, OH, 2018.PDF icon openconcept_EATS_2018.pdf (9 MB)
E. Jonsson, Kenway, G. K. W., Kennedy, G. J., and Martins, J. R. R. A., “Development of Flutter Constraints for High-fidelity Aerostructural Optimization”, in 18th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, 2017.PDF icon 6.2017-4455.pdf (3.91 MB)
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.
J. T. Hwang and Martins, J. R. R. A., “A Dynamic Parametrization Scheme for Shape Optimization Using Quasi-Newton Methods”, in Proceedings of the 50th AIAA Aerospace Sciences Meeting, Nashville, TN, 2012.PDF icon Hwang2012a.pdf (885.22 KB)
A. T. Yu and Martins, J. R. R. A., “Efficient Coupled-Sensitivity Analysis Methods for Aero-Structural Optimization”, in Proceedings of the CASI Aircraft Design and Development Symposium, Toronto, {ON}, 2005.
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.PDF icon scitech2017.pdf (29.39 MB)
J. R. R. A. Martins and Kennedy, G. J., “Enabling Large-scale Multidisciplinary Design Optimization through Adjoint Sensitivity Analysis”, in 57th AIAA Aerospace Sciences Meeting, AIAA SciTech Forum, 2019.PDF icon Martins2019-Enabling Large-scale Multidisciplinary Design Optimization through-a.pdf (7.74 MB)
P. Peterson, Martins, J. R. R. A., and Alonso, J. J., “Fortran to Python Interface Generator with an Application to Aerospace Engineering”, in Proceedings of the 9th International Python Conference, Long Beach, CA, 2001.
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)
C. A. Mader, Kenway, G. K. W., and Martins, J. R. R. A., “A Framework for High-Fidelity Aerostructural Optimization of Aircraft Configurations”, in Proceedings of the International Conference on System Simulation and Scientific Computing, Beijing, China, 2008.
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.PDF icon Hwang2012c.pdf (8.6 MB)
J. T. Hwang, Kenway, G. K. W., and Martins, J. R. R. A., “Geometry and Structural Modeling for High-Fidelity Aircraft Conceptual Design Optimization”, in Proceedings of the 15th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Atlanta, GA, 2014.PDF icon Hwang-MAO-2014.pdf (14.68 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.
S. Haghighat, Liu, H. H. T., and Martins, J. R. R. A., “Gust Load Alleviation Using Model Predictive Control for Large Aspect Ratio UAV Wings”, in Canadian Aeronautics and Space Institute Annual General Meeting, Ottawa, Canada, 2009.
G. J. Kennedy, Kenway, G. K. W., and Martins, J. R. R. A., “High Aspect Ratio Wing Design: Optimal Aerostructural Tradeoffs for the Next Generation of Materials”, in Proceedings of the AIAA Science and Technology Forum and Exposition (SciTech), National Harbor, MD, 2014.PDF icon Kennedy-Kenway-Martins-2014-SciTech.pdf (2.07 MB)
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. 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.
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.
G. K. W. Kenway and Martins, J. R. R. A., “High-fidelity aerostructural optimization considering buffet onset”, in Proceedings of the 16th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, 2015.PDF icon Kenway2015-High-fidelity aerostructural optimization considering buffet onseta..pdf (11.19 MB)
T. R. Brooks, Kennedy, G. J., and Martins, J. R. R. A., “High-fidelity Aerostructural Optimization of a High Aspect Ratio Tow-steered Wing”, in 57th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, 2016.PDF icon brooks-scitech-2016-paper.pdf (9.66 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.PDF icon Garg_SMP.pdf (1.52 MB)
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.PDF icon Scitech-2017-Brooks.pdf (13.18 MB)
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.PDF icon wcsmo-2015-paper.pdf (915.44 KB)
G. L. O. Halila, Chen, G., Shi, Y., Fidkowski, K. J., Martins, J. R. R. A., and Mendonça, M. T., “High-Reynolds Number Transitional Flow Prediction using a Coupled Discontinuous-Galerkin RANS PSE Framework”, in 57th AIAA Aerospace Sciences Meeting, 2019.PDF icon Halila_SciTech_2019.pdf (1022.94 KB)
J. P. Jasa, Chauhan, S. S., Gray, J. S., and Martins, J. R. R. A., “How Certain Physical Considerations Impact Aerostructural Wing Optimization”, in AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, 2019.PDF icon jasa_aviation_2019.pdf (402.31 KB)
P. He, Filip, G., Martins, J. R. R. A., and Maki, K. J., “Hull form hydrodynamic design using a discrete adjoint optimization method”, in 13th International Marine Design Conference, 2018.PDF icon IMDC2018.pdf (4.9 MB)
G. J. Kennedy and Martins, J. R. R. A., “Hybrid-parallel Methods for Large-scale Gradient-based Structural Design Optimization”, in Proceedings of the 10th World Congress on Structural and Multidisciplinary Optimization, 2013.
N. Bartoli, Bouhlel, M. Amine, Kurek, I., Lafage, R., Lefebvre, T., Morlier, J., Priem, R., Stilz, V., and Regis, R. G., “Improvement of efficient global optimization with application to aircraft wing design”, in AIAA, Multidisciplinary Analysis and Optimization Conference, 2017.Plain text icon Nouveau document texte.txt (401 bytes)
S. Haghighat, Martins, J. R. R. A., and Liu, H. H. T., “Integrating an Active Control System with the Structural Design of a Flexible Wing Using Multidisciplinary Optimization”, in Proceedings of the International Forum on Aeroelasticity and Structural Dynamics, Seattle, USA, 2009.
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.
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.
S. S. Chauhan and Martins, J. R. R. A., “Low-fidelity aerostructural optimization of aircraft wings with a simplified wingbox model using OpenAeroStruct”, in EngOpt 2018: 6th International Conference on Engineering Optimization, 2018.PDF icon oas_wb_mdolab.pdf (398.15 KB)
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.
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)
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.
S. Haghighat, Liu, H. H. T., and Martins, J. R. R. A., “Mixed-Norm Multi-Objective Robust Controller Applied to a Very Flexible Aircraft”, in Proceedings of the AIAA Guidance, Navigation and Control Conference, 2011.
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.
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.PDF icon Kao2015a.pdf (611.01 KB)
R. E. Perez, Henderson, R., and Martins, J. R. R. A., “Multidisciplinary Design Optimization of Airframe and Engine for Emissions Reduction”, in Proceedings of the 12th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Victoria, BC, 2008.
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. 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.PDF icon updated_MFMC_paper_submitted.pdf (1.21 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.
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)
G. K. W. Kenway and Martins, J. R. R. A., “Multipoint Aerodynamic Shape Optimization Investigations of the Common Research Model Wing”, in 2015 AIAA SciTech, Kissimmee, FL, 2014.
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. 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.PDF icon jasa_scitech_2019_submitted.pdf (1012.9 KB)
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)
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.
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.
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.
P. He, Mader, C. A., Martins, J. R. R. A., and Maki, K. J., “An Object-oriented Framework for Rapid Discrete Adjoint Development using OpenFOAM”, in AIAA Science and Technology Forum (SciTech), 2019.PDF icon AIAA_SciTech2019_He_et_al.pdf (3.76 MB)
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.PDF icon Mader2012.pdf (3.77 MB)
A. Gogulapati, Friedmann, P. P., and Martins, J. R. R. A., “Optimization of the Kinematics of a Flapping Wing MAV in Hover for Enhanced Performance”, in Proceedings of the 54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, 2013.
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.PDF icon Paper.pdf (722.17 KB)
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.
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.PDF icon BurdetteScitech2016.pdf (8.05 MB)
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.
R. E. Perez and Martins, J. R. R. A., “pyACDT: An Object-Oriented Framework for Aircraft Design Modelling and Multidisciplinary Optimization”, in Proceedings of the 12th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Victoria, BC, 2008.
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.
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 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.
N. R. Secco and Martins, J. R. R. A., “RANS-based Aerodynamic Shape Optimization of a Strut-braced Wing with Overset Meshes”, in 2018 AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, Kissimmee, FL, 2018.
C. Marriage and Martins, J. R. R. A., “Reconfigurable Semi-Analytic Sensitivity Methods and MDO Architectures Within the $π$MDO Framework”, in Proceedings of the 12th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Victoria, BC, 2008.PDF icon Marriage2008a.pdf (765.73 KB)
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.PDF icon orlando_final.pdf (413.53 KB)
G. J. Kennedy and Martins, J. R. R. A., “A Regularized Discrete Laminate Parametrization Technique with Applications to Wing-Box Design 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, 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. 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.
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.PDF icon Hwang2015a.pdf (330.5 KB)
E. Hendricks, Falck, R. D., and Gray, J. S., “Simultaneous Propulsion System and Trajectory Optimization”, in 18th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, 2017.
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.
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.
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)
A. T. Yu and Martins, J. R. R. A., “Structural Optimization of a Wing Box Using B-Spline Parametrization”, in Proceedings of the CASI Conference, {T}oronto, {ON}, 2007.
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.
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.
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.
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.
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.PDF icon gray_pycycle_thermodynamics.pdf (688.53 KB)
K. A. James and Martins, J. R. R. A., “Three-Dimensional Structural Topology Optimization of an Aircraft Wing Using Level Set Methods”, in Proceedings of the 12th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Victoria, BC, 2008.
K. A. James and Martins, J. R. R. A., “Topology Optimization Using a Level Set Method with an Arbitrary Structured Mesh”, in 6th AIAA Multidisciplinary Design Optimization Specialist Conference, Orlando, FL, 2010.
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.
G. J. Kennedy, Kenway, G. K. W., and Martins, J. R. R. A., “Towards Gradient-Based Design Optimization of Flexible Transport Aircraft with Flutter Constraints”, in Proceedings of the 15th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, 2014.
C. A. Mader, Kenway, G. K. W., and Martins, J. R. R. A., “Towards High-Fidelity Aerostructural Optimization Using a Coupled ADjoint Approach”, in Proceedings of the 12th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Victoria, BC, 2008.
J. P. Jasa, Mader, C. A., and Martins, J. R. R. A., “Trajectory Optimization of a Supersonic Air Vehicle with Thermal Fuel Management System”, in 2018 AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Atlanta, GA, 2018.PDF icon jasa_aviation_2018_submitted.pdf (3.32 MB)
R. D. Falck, Chin, J. C., Schnulo, S. L., Burt, J. M., and Gray, J. S., “Trajectory Optimization of Electric Aircraft Subject to Subsystem Thermal Constraints”, in 18th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, 2017.
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.PDF icon aiaa.pdf (1.59 MB)
T. R. Brooks, Kenway, G. K. W., and Martins, J. R. R. A., “Undeflected Common Research Model (uCRM): An Aerostructural Model for the Study of High Aspect Ratio Transport Aircraft Wings”, in 18th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Denver, CO, 2017.
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.
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.
Journal Articles
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.PDF icon Mader2008-ADjoint An Approach for the Rapid Development of Discrete Adjoint-a..pdf (5.27 MB)
Q. Thomson and Martins, J. R. R. A., “Adaptive Accuracy Trust Region: Using Cross-Validation in the Optimization Process”, Engineering Optimization, vol. 43, pp. 615–633, 2011.
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. He, Mader, C. A., Martins, J. R. R. A., and Maki, K. J., “An Aerodynamic Design Optimization Framework Using a Discrete Adjoint Approach with OpenFOAM”, Computers & Fluids, 2018.PDF icon OpenFOAM_Adjoint.pdf (4.74 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)
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)
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)
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.PDF icon Dhert_et_al__2017_mdolab.pdf (3.23 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)
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.PDF icon Ashuri2016-Aeroservoelastic Design Definition of a 20 MW Common Research Wind-a..pdf (853.94 KB)
S. Haghighat, Martins, J. R. R. A., and Liu, H. H. T., “Aeroservoelastic Design Optimization of a Flexible Wing”, Journal of Aircraft, vol. 49, pp. 432–443, 2012.PDF icon Haghighat2012a.pdf (1.23 MB)
P. W. Jansen, Perez, R. E., and Martins, J. R. R. A., “Aerostructural Optimization of Nonplanar Lifting Surfaces”, Journal of Aircraft, vol. 47, pp. 1491–1503, 2010.PDF icon Jansen2010a.pdf (1.4 MB)
I. R. Chittick and Martins, J. R. R. A., “Aero-Structural Optimization Using Adjoint Coupled Post-Optimality Sensitivities”, Structural and Multidisciplinary Optimization, vol. 36, pp. 59–77, 2008.PDF icon Chittick2008-Aero-Structural Optimization Using Adjoint Coupled Post-Optimality-a..pdf (401.63 KB)
P. He, Mader, C. A., Martins, J. R. R. A., and Maki, K. J., “Aerothermal Optimization of a Ribbed U-Bend Cooling Channel Using the Adjoint Method”, International Journal of Heat and Mass Transfer, 2019.PDF icon UBend_Aerothermal_Opt_Preprint.pdf (6.48 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.PDF icon Henderson2012.pdf (914.28 KB)
I. R. Chittick and Martins, J. R. R. A., “An Asymmetric Suboptimization Approach to Aerostructural Optimization”, Optimization and Engineering, vol. 10, pp. 133–152, 2009.PDF icon Chittick2009-An Asymmetric Suboptimization Approach to Aerostructural Optimizationa..pdf (777.03 KB)
S. S. Chauhan, Hwang, J. T., and Martins, J. R. R. A., “An automated selection algorithm for nonlinear solvers in MDO”, Structural and Multidisciplinary Optimization, 2018.PDF icon preprint_for_mdolab_auto_mda_paper.pdf (1.07 MB)
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)
N. P. Tedford and Martins, J. R. R. A., “Benchmarking Multidisciplinary Design Optimization Algorithms”, Optimization and Engineering, vol. 11, pp. 159–183, 2010.PDF icon Tedford2010.pdf (979.1 KB)
G. K. W. Kenway and Martins, J. R. R. A., “Buffet Onset Constraint Formulation for Aerodynamic Shape Optimization”, AIAA Journal, vol. 55, pp. 1930–1947, 2017.PDF icon Kenway_Martins_buffet_2017_mdolab.pdf (11.2 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.
J. R. R. A. Martins, Sturdza, P., and Alonso, J. J., “The Complex-Step Derivative Approximation”, ACM Transactions on Mathematical Software, vol. 29, pp. 245–262, 2003.PDF icon Martins2003CSD.pdf (533.7 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.PDF icon pysurf2018_preprint.pdf (9.55 MB)
C. A. Mader and Martins, J. R. R. A., “Computation of Aircraft Stability Derivatives Using an Automatic Differentiation Adjoint Approach”, AIAA Journal, vol. 49, no. 12, pp. 2737-2750, 2011.PDF icon Mader2011-Computation of Aircraft Stability Derivatives Using an Automatica..pdf (8 MB)
J. T. Hwang and Martins, J. R. R. A., “A computational architecture for coupling heterogeneous numerical models and computing coupled derivatives”, ACM TOMS, vol. 44, no. 4, 2018.PDF icon paper_mdolab.pdf (986.89 KB)
C. A. Mader and Martins, J. R. R. A., “Computing Stability Derivatives and Their Gradients for Aerodynamic Shape Optimization”, AIAA Journal, vol. 52, no. 11, pp. 2533-2546, 2014.PDF icon maderTSD2010.pdf (3.51 MB)
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)
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)
P. He, Mader, C. A., Martins, J. R. R. A., and Maki, K. J., “DAFoam: An Open-Source Adjoint Framework for Multidisciplinary Design Optimization with OpenFOAM”, AIAA Journal, 2019.PDF icon AIAAJ_DAFoam.pdf (5.51 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)
J. Li, “Data-driven Constraint Approach to Ensure Low-speed Performance in Transonic Aerodynamic Shape Optimization”, Aerospace Science and Technology, 2019.PDF icon DataDrivenCon_JichaoLi.pdf (17.79 MB)
C. A. Mader and Martins, J. R. R. A., “Derivatives for Time-Spectral Computational Fluid Dynamics Using an Automatic Differentiation Adjoint”, AIAA Journal, vol. 50, no. 12, pp. 2809-2819, 2012.PDF icon Mader2012a.pdf (661.23 KB)
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.PDF icon xue-app_engy_pack_opt_2013_revised.pdf (978.68 KB)
D. A. Burdette and Martins, J. R. R. A., “Design of a Transonic Wing with an Adaptive Morphing Trailing Edge via Aerostructural Optimization”, Aerospace Science and Technology, vol. 81, pp. 192–203, 2018.PDF icon Burdette_NASA1.pdf (15.8 MB)
P. He, Filip, G., Martins, J. R. R. A., and Maki, K. J., “Design Optimization for Self-propulsion of a Bulk Carrier Hull Using a Discrete Adjoint Method”, Computers & Fluids, 2019.PDF icon Hull_Opt_Paper.pdf (5.64 MB)
G. K. W. Kenway, Mader, C. A., He, P., and Martins, J. R. R. A., “Effective Adjoint Approaches for Computational Fluid Dynamics”, Progress in Aerospace Sciences, 2019.PDF icon Kenway2019-Effective Adjoint Approaches for Computational Fluid Dynamics.pdf (2.78 MB)
M. Amine Bouhlel, Bartoli, N., Regis, R., Otsmane, A., and Morlier, J., “Efficient global optimization for high-dimensional constrained problems by using the Kriging models combined with the partial least squares method”, Engineering Optimization, 2018.File tandf_geno20AxA_1.bib (645 bytes)
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.PDF icon Brelje2019-Electric, Hybrid, and Turboelectric Fixed-Wing Aircraft A Review_preprint.pdf (2.29 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.PDF icon J.Electrochem.Soc_.-2013-Du-A1187-93.pdf (1.56 MB)
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)
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)
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.PDF icon NG_JFS_2017.pdf (27.9 MB)
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)
J. T. Hwang and Martins, J. R. R. A., “A fast-prediction surrogate model for large datasets”, Aerospace Science and Technology, vol. 75, p. 74--87, 2018.PDF icon paper_mdolab.pdf (660.18 KB)
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.PDF icon Jonsson2019-Flutter-and-Post-Flutter-Constraints-in-Aircraft-Design-Optimization-preprint.pdf (576.98 KB)
M. Amine Bouhlel and Martins, J. R. R. A., “Gradient-enhanced kriging for high-dimensional problems”, Engineering with Computers, 2018.PDF icon gekpls_mdolab_version.pdf (556.05 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)
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)
J. T. Hwang, Jasa, J. P., and Martins, J. R. R. A., “High-fidelity design-allocation optimization of a commercial aircraft maximizing airline profit”, Journal of Aircraft, 2019.PDF icon hwang_AMD_preprint.pdf (4.1 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)
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.PDF icon JFS_NG.pdf (21.7 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)
G. J. Kennedy and Martins, J. R. R. A., “A homogenization-based theory for anisotropic beams with accurate through-section stress and strain prediction”, International Journal of Solids and Structures, vol. 49, pp. 54-72, 2012.PDF icon hbtpaper.pdf (901.52 KB)
D. A. Burdette and Martins, J. R. R. A., “Impact of Morphing Trailing Edge on Mission Performance for the Common Research Model”, Journal of Aircraft, vol. 56, pp. 369–384, 2019.
M. Amine Bouhlel, Bartoli, N., Morlier, J., and Otsmane, A., “An Improved Approach for Estimating the Hyperparameters of the Kriging Model for High-Dimensional Problems through the Partial Least Squares Method”, Mathematical Problems in Engineering, vol. vol. 2016, Article ID 6723410, 2016.
M. Amine Bouhlel, Bartoli, N., Otsmane, A., and Morlier, J., “Improving kriging surrogates of high-dimensional design models by Partial Least Squares dimension reduction”, Structural and Multidisciplinary Optimization, vol. 53, pp. 935–952, 2016.
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)
K. A. James and Martins, J. R. R. A., “An Isoparametric Approach to Level Set Topology Optimization Using a Body-Fitted Finite Element Mesh”, Computers and Structures, vol. 90–91, pp. 97-106, 2012.PDF icon James2011a.pdf (1 MB)
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)
G. J. Kennedy and Martins, J. R. R. A., “A Laminate Parametrization Technique for Discrete Ply Angle Problems with Manufacturing Constraints”, Structural and Multidisciplinary Optimization, vol. 48, pp. 379-393, 2013.PDF icon Kennedy2013a.pdf (394.08 KB)
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.PDF icon Hwang2014b.pdf (10.24 MB)
T. R. Brooks and Martins, J. R. R. A., “On Manufacturing Constraints for Tow-steered Composite Design Optimization”, Composite Structures, vol. 204, pp. 548 - 559, 2018.PDF icon preprint-manufacturing-constraints-w-appendix.pdf (18.1 MB)
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)
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.PDF icon Arreckx_et_al_Matrix_Free_2014.pdf (1.72 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. 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.PDF icon Haghighat2012b.pdf (10.85 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.PDF icon Gray2018-Modeling boundary layer ingestion using a coupled aeropropulsive analysis-Preprint.pdf (2.07 MB)
J. R. R. A. Martins and Lambe, A. B., “Multidisciplinary Design Optimization: A Survey of Architectures”, AIAA Journal, vol. 51, no. 9, pp. 2049-2075, 2013.PDF icon Martins-Lambe-AIAAJ-MDO-Survey.pdf (434.39 KB)
T. W. Simpson and Martins, J. R. R. A., “Multidisciplinary Design Optimization for Complex Engineered Systems Design: Report from an NSF Workshop”, Journal of Mechanical Design, vol. 133, no. 10, p. 101002, 2011.PDF icon Simpson2011.pdf (666.06 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.PDF icon Ashuri2016-Multidisciplinary Design Optimization of Large Wind Turbines---Technical,-a..pdf (2.9 MB)
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.PDF icon Ashuri_etal_MDOLAB_WindTurbineMDO.pdf (900.85 KB)
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)
N. P. Bons, He, X., Mader, C. A., and Martins, J. R. R. A., “Multimodality in Aerodynamic Wing Design Optimization”, AIAA Journal, 2019.PDF icon bons2019a_preprint.pdf (4.4 MB)
G. K. W. Kenway and Martins, J. R. R. A., “Multipoint Aerodynamic Shape Optimization Investigations of the Common Research Model Wing”, AIAA Journal, vol. 54, pp. 113–128, 2016.PDF icon Kenway2016-Multipoint Aerodynamic Shape Optimization Investigations of the Commona..pdf (10.76 MB)
G. K. W. Kenway and Martins, J. R. R. A., “Multipoint High-fidelity Aerostructural Optimization of a Transport Aircraft Configuration”, Journal of Aircraft, vol. 51, no. 1, pp. 144–160, 2014.PDF icon kenway2013b.pdf (8.77 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)
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.
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.PDF icon OpenMDAO_preprint.pdf (2.75 MB)
J. P. Jasa, Hwang, J. T., and Martins, J. R. R. A., “Open-source coupled aerostructural optimization using Python”, Structural and Multidisciplinary Optimization, 2018.PDF icon OAS_SMO_preprint.pdf (794.87 KB)
J. T. Hwang and Steeves, C. A., “Optimization of 3D lattice cores in composite sandwich structures”, Journal of Composite Materials, 2014.
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)
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.PDF icon 10.1007-s10409-013-0039-x.pdf (919.47 KB)
A. Gogulapati, Friedmann, P. P., and Martins, J. R. R. A., “Optimization of the Kinematics of a Flapping Wing MAV in Hover for Enhanced Performance”, AIAA Journal, vol. 52, pp. 2342–2354, 2014.
G. J. Kennedy and Martins, J. R. R. A., “A parallel aerostructural optimization framework for aircraft design studies”, Structural and Multidisciplinary Optimization, vol. 50, pp. 1079–1101, 2014.PDF icon Kennedy2014-Parallel Aerostructural Optimization Framework for Aircraft Design Studies - preprint.pdf (2.21 MB)
J. R. R. A. Martins, Marriage, C., and Tedford, N. P., “pyMDO: An Object-Oriented Framework for Multidisciplinary Design Optimization”, ACM Transactions on Mathematical Software, vol. 36, pp. 20:1–20:25, 2009.PDF icon Martins2009-pyMDO An Object-Oriented Framework for Multidisciplinary Design Optimizationa..pdf (1.44 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.PDF icon pyOpt.pdf (2.02 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.PDF icon preprint_SMT.pdf (1.99 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. R. R. A. Martins and Hwang, J. T., “Review and Unification of Methods for Computing Derivatives of Multidisciplinary Computational Models”, AIAA Journal, vol. 51, no. 11, p. 2582--2599, 2013.PDF icon Martins-Hwang-2013-AIAAJ-derivatives.pdf (737.33 KB)
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. 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.PDF icon kenway2013a.pdf (4.6 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.PDF icon Nelson2013-Simultaneous Optimization of Propeller-Hull Systems to Minimize Lifetime-a..pdf (1.19 MB)
C. A. Mader and Martins, J. R. R. A., “Stability-constrained aerodynamic shape optimization of flying wings”, Journal of Aircraft, vol. 50, pp. 1431–1449, 2013.PDF icon flyingWing2012.pdf (3.65 MB)
K. A. James, Lee, E., and Martins, J. R. R. A., “Stress-Based Topology Optimization Using an Isoparametric Level Set Method”, Finite Elements in Analysis and Design, vol. 58, pp. 20–30, 2012.
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)
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)
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.
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)
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.PDF icon Du2014-A Surrogate-Based Multi-Scale Model for Mass Transport and Electrochemicala..pdf (1.88 MB)
G. J. Kennedy, Hansen, J. S., and Martins, J. R. R. A., “A Timoshenko beam theory with pressure corrections for layered orthotropic beams”, International Journal of Solids and Structures, vol. 48, pp. 2373–2382, 2011.PDF icon paper.pdf (327.83 KB)
S. S. Chauhan and Martins, J. R. R. A., “Tilt-wing eVTOL takeoff trajectory optimization”, Journal of Aircraft, 2019.PDF icon eVTOL_preprint.pdf (978.81 KB)
J. T. Hwang and Martins, J. R. R. A., “An unstructured quadrilateral mesh generation algorithm for aircraft structures”, Aerospace Science and Technology, vol. 59, pp. 172–182, 2016.PDF icon Hwang_Martins_2016b_mdolab.pdf (20.12 MB)
P. Thokala and Martins, J. R. R. A., “Variable Complexity Methods Applied to Airfoil Design”, Engineering Optimization, vol. 39, pp. 271–286, 2006.
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)
Master Thesis
C. A. Mader, “ADjoint: An Approach for the Rapid Development of Discrete Adjoint Solvers”. University of Toronto Institute for Aerospace Studies, Toronto, ON, 2007.
PhD Thesis
T. Ashuri, “Beyond Classical Upscaling: Integrated Aeroservoelastic Design and Optimization of Large Offshore Wind Turbines”, Delft University of Technology, the Netherlands, Delft, 2012.PDF icon PhDThesis_TA_MDOLAB.pdf (4.39 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)
Z. Lyu, “High-Fidelity Aerodynamic Design Optimization of Aircraft Configurations”, University of Michigan, Ann Arbor, 2014.PDF icon Lyu_thesis.pdf (84.42 MB)
J. T. Hwang, “A modular approach to large-scale design optimization of aerospace systems”, 2014.PDF icon Hwang_dissertation.pdf (46.92 MB)
Reports
J. R. R. A. Martins and Kostina, E. A., “Editorial –- Special Issue on Optimization and Engineering Applications”, 1, 2010.PDF icon Martins2010-Editorial---Special Issue on Optimization and Engineering Applications-b..pdf (129.36 KB)
J. R. R. A. Martins and Hwang, J. T., “Multidisciplinary Design Optimization of Aircraft Configurations–-Part 1: A modular coupled adjoint approach”, Von Karman Institute for Fluid Dynamics, Sint--Genesius--Rode, Belgium, 2016.PDF icon Martins_VKI_2016_part_1_mdolab.pdf (1.49 MB)
J. R. R. A. Martins, Kenway, G. K. W., and Brooks, T. R., “Multidisciplinary Design Optimization of Aircraft Configurations–-Part 2: High-fidelity aerostructural optimization”, Von Karman Institute for Fluid Dynamics, Sint--Genesius--Rode, Belgium, 2016.PDF icon Martins_VKI_2016_part_2_mdolab.pdf (22.98 MB)
J. R. R. A. Martins, “Portugueses em IO pelo Mundo–-Joaquim R. R. A. Martins”, 2014.PDF icon Martins2014-Portugueses em IO pelo Mundo---Joaquim R. R. A. Martins-b..pdf (154.54 KB)
J. R. R. A. Martins, “Wing Design via Numerical Optimization”, 2, 2015.PDF icon Martins2015-SIAG-OPT-ViewsAndNews-23-1-Wing design via numerical optimization.pdf (3.13 MB)

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