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Book Chapter
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)
Conference Papers
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)
X. Du, He, P., and Martins, J. R. R. A., A Bspline-based Generative Adversarial Network Model for Fast Interactive Airfoil Aerodynamic Optimization, in AIAA SciTech 2020 Forum, Orlando, FL, 2020.PDF icon Xiaosong Du - 2020 - A Bspline-based Generative Adversarial Network Model for Fast Interactive Airfoil Aerodynamic Optimization.pdf (725.69 KB)
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.
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)
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)
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.
Journal Articles
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)
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)
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)
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)
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)
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)