Design Optimization

Shen, Yiren, and Juan Alonso. “Performance Evaluation of a Graph Neural Network-Augmented Multi-Fidelity Workflow for Predicting Aerodynamic Coefficients on Delta Wings at Low Speed”, January 3, 2025. https://arc.aiaa.org/doi/10.2514/6.2025-2360.

Shen, Yiren, Jacob Needels, and Juan Alonso. “VortexNet: A Graph Neural Network-Based Multi-Fidelity Surrogate Model for Field Predictions”, January 3, 2025. https://arc.aiaa.org/doi/10.2514/6.2025-0494.

Shen, Yiren, Harsh Patel, Zan Xu, and Juan Alonso. “Application of Multi-Fidelity Transfer Learning With Autoencoders for Efficient Construction of Surrogate Models”, January 4, 2024. https://doi.org/10.2514/6.2024-0013.

Shen, Yiren, Harsh Patel, Marshall Galbraith, and Juan Alonso. “Towards a Framework for Parametric Models and Geometric Sensitivity Computations With SU2 and PyCAPS”, June 8, 2023. https://arc.aiaa.org/doi/10.2514/6.2023-3312.

Berkenstock, Dan, Juan Alonso, and Laurent Lessard. “A Convex Optimization Approach to Thin Airfoil Design Using Cubic Splines”. AIAA SciTech Forum, January 2023. https://arc.aiaa.org/doi/10.2514/6.2023-0651.

Berkenstock, Dan, Juan Alonso, and Laurent Lessard. “Convex Optimization of Low Observability Hypersonic Vehicles”, 2023. https://ieeexplore.ieee.org/document/10115785.

Berkenstock, Dan, Juan Alonso, and Laurent Lessard. “A Convex Optimization Approach to Thin Airfoil Design”. AIAA Aviation Forum, June 2022. https://arc.aiaa.org/doi/10.2514/6.2022-3356.

Lauzon, Jessica, Siu Cheung, Yeonjong Shin, Youngsoo Choi, Dylan Copeland, and Kevin Huynh. “S-OPT: A Points Selection Algorithm for Hyper-Reduction in Reduced Order Models”. arXiv, March 2022. https://arxiv.org/abs/2203.16494.

Qian, Jason, and Juan Alonso. “Design of Unconventional Aircraft Structures With Aeroelastic and Buckling Considerations”, AIAA SciTech 2022 Forum, December 29, 2021. https://doi.org/https://doi.org/10.2514/6.2022-0542.

Garbacz, Catarina, Fabio Morgado, Marco Fossati, Walter Maier, Brian Munguía, Juan Alonso, and Adrien Loseille. “Parametric Study of Nonequilibrium Shock Interference Patterns over a Fuselage-and-Wing Conceptual Vehicle”, AIAA Journal, September 6, 2021, 1-12. https://doi.org/10.2514/1.J060470.

Qian, Jason, and Juan Alonso. “ Structural Optimization of Blended Wing Body Transport Aircraft With Buckling Constraints”, AIAA Aviation 2021 Forum, August 2021. https://doi.org/10.2514/6.2021-3022.

Qian, Jason, and Juan Alonso. “ Wing Structural Optimization through Highly-Parameterized Design”, AIAA SciTech 2021 Forum, January 2021. https://doi.org/10.2514/6.2021-1967.

Munguía, Brian, Walter Maier, Jacob Needels, and Juan Alonso. “Goal-Oriented Mesh Adaptation for Flows in Thermochemical Nonequilibrium”, 23rd AIAA International Space Planes and Hypersonic Systems and Technologies Conference, March 10, 2020. https://doi.org/10.2514/6.2020-2400.

Munguía, Brian, and Juan Alonso. “One Shot Optimization With Generalized Constraints”, AIAA Scitech 2020 Forum, January 5, 2020. https://doi.org/10.2514/6.2020-0886.

Mishra, Aashwin, Jayant Mukhopadhaya, Gianluca Iaccarino, and Juan Alonso. “Uncertainty Estimation Module for Turbulence Model Predictions in SU2”, AIAA Journal, 57, no. 3 (March 2019). https://doi.org/10.2514/1.J057187.

Clarke, Matthew, Jordan Smart, Emilio Botero, Walter Maier, and Juan Alonso. “Strategies for Posing a Well-Defined Problem for Urban Air Mobility Vehicles”, AIAA Scitech Forum, January 7, 2019, 0818. https://doi.org/10.2514/6.2019-0818.

Munguía, Brian, Jayant Mukhopadhaya, and Juan Alonso. “Shock-Induced Separation Suppression Using CFD-Based Active Flow Control Optimization”, AIAA Scitech 2019 Forum, January 6, 2019. https://doi.org/10.2514/6.2019-0695.

Qian, Jason, and Juan Alonso. “High-Fidelity Structural Design and Optimization of Blended-Wing-Body Transports”, AIAA Aviation Forum 2018, June 2018. https://doi.org/10.2514/6.2018-3739.

Munguía, Brian, Thomas Economon, and Juan Alonso. “A Discrete Adjoint Framework for Low-Boom Supersonic Aircraft Shape Optimization”, 18th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, June 2, 2017. https://doi.org/10.2514/6.2017-3326.