Early Detection of Unstable Aircraft Approaches Using GenAI & Autonomous Decision Agents
Physics-Constrained ADS-B Trajectory Modeling & Sub-50 ms Decision Advisory System
First-author research submission (Top 10 from 575+ global submissions in the IEEE IES Generative AI Challenge 2026) combining leakage-corrected XGBoost baselines, physics-filtered Conditional VAE augmentation, SHAP explainability, and a FastAPI autonomous decision-agent dashboard.
