Gaussian mixture variational autoencoder for runway configuration prediction in imbalanced data

Van-Phat Thai, Hasnain Ali, Xuan Tao Hoo, Duc-Thinh Pham, Sameer Alam, Air Traffic Management Research Institute, School of Mechanical and Aerospace Engineering, Nanyang Technological University, Center of AI Research

Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering

Published online on December 11, 2025

Abstract

Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, Volume 240, Issue 6, Page 981-995, May 2026.
Runway configuration selection is a complex decision-making process that involves balancing the need to re-optimize traffic flow when configurations change against the risk of delays and operational inefficiencies when configurations are maintained. ...