Author

Jae-Woo Lee

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Open access Oct 2026

PRISM: Probabilistic Trajectory Prediction of Non-Cooperative Aerial Objects for Risk-Aware Path Planning in Urban Air Mobility Operations

Urban air mobility path planning must account for objects that do not provide cooperative surveillance information, but their motion and avoidance responses vary by class, making a single extrapolated trajectory insufficient to inform every path decision. We propose PRISM to bring alternative futures and their uncertai...

H. Lee, Jun-Yong Shin, In Yong Gwak et al. · Aerospace · 0 citations

Sep 2026

Deep Generative and Probabilistic Surrogate Modeling for Uncertainty-Based Airfoil Design Optimization

Results show that deterministic, robust, and reliability-based designs closely match those obtained from Monte Carlo simulations with 5000 samples, while the method requires only 200 samples per design, trained over the global design space.

Z. W. Thu, A. A. Maw, Jae-Woo Lee · Journal of Aircraft · 0 citations