2025
Optimizing Bluff Vehicle Geometry With Machine Learning
ZA Miles, KC Nguyen, MP Kinzel
AIAA SCITECH 2025 Forum, 1925, 2025
ZM
Zachary Miles
M.S., Aerospace Engineering — University of Central Florida
Dissertation / Thesis
"An Uncertainty-Driven Surrogate Model For Reentry Vehicle Aerodynamics"
Now: University of Central Florida
Publications
2025
Strategies in CFD Modeling: Hypersonic Cargo Delivery Gliders Multidisciplinary Design Optimization
SA Lopez, ZA Miles, MP Kinzel
AIAA SCITECH 2025 Forum, 1923, 2025
2025
Machine Learning-Driven Aerodynamic Optimization of Bluff Body Vehicle Geometry
ZA Miles, KC Nguyen, MP Kinzel
AIAA Science and Technology Forum and Exposition, AIAA SciTech Forum 2025, 2025
2024
An Evaluation of Uncertainty for the Dragonfly Aircraft in the 14-By-22-Foot Subsonic Wind Tunnel
JT Asiatico, B Mitchell, Z Miles, M Kinzel
AIAA AVIATION FORUM AND ASCEND 2024, 4057, 2024
2024
Data-driven modeling to predict aerodynamic loads on reentry vehicles
ZA Miles, M Kinzel, S Lopez
AIAA AVIATION FORUM AND ASCEND 2024, 4410, 2024
2024
Gaussian Process Regression Implemented as Surrogate Model to Aid Aerodynamic Design Process
ZA Miles, S Lopez, MP Kinzel
AIAA Aviation Forum and ASCEND, 2024, 2024