Real-time triage of satellite conjunction messages: An explainable machine learning framework
Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering
Published online on July 02, 2026
Abstract
Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, Ahead of Print.
As satellite density in low Earth orbit increases, conjunction risk has become a primary threat to space safety. However, traditional physics-based models incur computational overheads that limit real-time automated triage. This study pioneers an ...
As satellite density in low Earth orbit increases, conjunction risk has become a primary threat to space safety. However, traditional physics-based models incur computational overheads that limit real-time automated triage. This study pioneers an ...