Publications

Shen, Y., & Alonso, J. (2025, July 16). Graph Neural Network-Guided Aerodynamic Shape Optimization for Conceptual Design of Supersonic Transport Wings. AIAA AVIATION FORUM AND ASCEND 2025. https://doi.org/10.2514/6.2025-3228

Shen, Y., & Alonso, J. (2025, January 3). Performance Evaluation of a Graph Neural Network-Augmented Multi-Fidelity Workflow for Predicting Aerodynamic Coefficients on Delta Wings at Low Speed. AIAA SCITECH 2025 Forum. https://arc.aiaa.org/doi/10.2514/6.2025-2360

Shen, Y., Needels, J., & Alonso, J. (2025, January 3). VortexNet: A Graph Neural Network-Based Multi-Fidelity Surrogate Model for Field Predictions. AIAA SCITECH 2025 Forum. https://arc.aiaa.org/doi/10.2514/6.2025-0494

Shen, Y., Patel, H., Xu, Z., & Alonso, J. (2024, January 4). Application of Multi-Fidelity Transfer Learning with Autoencoders for Efficient Construction of Surrogate Models. AIAA SCITECH 2024 Forum. https://doi.org/10.2514/6.2024-0013

Shen, Y., Patel, H., Galbraith, . M. ., & Alonso, J. (2023, June 8). Towards a Framework for Parametric Models and Geometric Sensitivity Computations with SU2 and pyCAPS. American Institute of Aeronautics and Astronautics, Inc. https://arc.aiaa.org/doi/10.2514/6.2023-3312

Berkenstock, D., Alonso, J., & Lessard, L. (2023). A Convex Optimization Approach to Thin Airfoil Design Using Cubic Splines. AIAA SciTech Forum. https://arc.aiaa.org/doi/10.2514/6.2023-0651

Berkenstock, D., Alonso, J., & Lessard, L. (2023). Convex Optimization of Low Observability Hypersonic Vehicles. IEEE Aerospace Conference. https://ieeexplore.ieee.org/document/10115785

Berkenstock, D., Alsono, J., & Lessard, L. (2023). Shape Optimization of Hypersonic Lifting Vehicles Via Convex Relaxation. AIAA Aviation Forum.

Parikh, V., Ioannidis, A., Jimenez-Morales, D., Gorzynski, J., including, A. others, Lauzon, J., & al, et. (2022). Deconvoluting complex correlates of COVID-19 severity with a multi-omic pandemic tracking strategy. Nature Communications, 13(1), 5107. https://doi.org/10.1038/s41467-022-32397-8

Cantwell, B., Bilgin, E., & Needels, J. (2022). A new boundary layer integral method based on the universal velocity profile. Physics of Fluids, 34(7). https://doi.org//10.1063/5.0100367

Berkenstock, D., Alonso, J., & Lessard, L. (2022). A Convex Optimization Approach to Thin Airfoil Design. AIAA Aviation Forum. https://arc.aiaa.org/doi/10.2514/6.2022-3356

Lauzon, J., Cheung, S., Shin, Y., Choi, Y., Copeland, D., & Huynh, K. (2022). S-OPT: A Points Selection Algorithm for Hyper-Reduction in Reduced Order Models. arXiv. https://arxiv.org/abs/2203.16494

Erhard, R., & Alonso, J. (2022, January). A Comparison of Propeller Wake Models for Distributed Electric Propulsion and eVTOL Aircraft in Complex Flow Conditions. AIAA SciTech 2022 Forum. https://arc.aiaa.org/doi/abs/10.2514/6.2022-1676

Berkenstock, D., & Alonso, J. (2022). Analytic Solutions of Hypersonic Newtonian Flows Over Ellipses. AIAA SciTech Forum. https://arc.aiaa.org/doi/10.2514/6.2022-1322

Qian, J., & Alonso, J. (2021). Design of Unconventional Aircraft Structures with Aeroelastic and Buckling Considerations. AIAA SciTech 2022 Forum. https://doi.org/https://doi.org/10.2514/6.2022-0542

Needels, J., Duzel, U., Hanquist, K. ., & Alonso, J. (2021, December 29). Sensitivity Analysis of Gas-Surface Modeling in Nonequilibrium Flows. American Institute of Aeronautics and Astronautics. https://arc-aiaa-org.stanford.idm.oclc.org/doi/abs/10.2514/6.2022-1636

Garbacz, C., Morgado, F., Fossati, M., Maier, W., Munguía, B., Alonso, J., & Loseille, A. (2021). Parametric Study of Nonequilibrium Shock Interference Patterns over a Fuselage-and-Wing Conceptual Vehicle. AIAA Journal, 1-12. https://doi.org/10.2514/1.J060470

Qian, J., & Alonso, J. (2021). Structural Optimization of Blended Wing Body Transport Aircraft With Buckling Constraints. AIAA Aviation 2021 Forum. https://doi.org/10.2514/6.2021-3022

Clarke, M., Erhard, R., & Alonso, J. (2021). Aerodynamic Optimization of Wing-Mounted Propeller Configurations for Distributed Electric Propulsion Architectures. AIAA Aviation Forum. https://doi.org/https://doi.org/10.2514/6.2021-2471

Clarke, M. ., & Alonso, J. . (2021). Evaluating the Performance and Acoustic Footprint of Aircraft for Regional and Urban Air Mobility. AIAA Aviation Forum. https://doi.org/https://doi.org/10.2514/6.2021-3205