R. Paoli

Comparative analysis of Neural Networks approaches for Initial Orbit Determination of Near-Earth Objects

Initial Orbit Determination (IOD) from Very Short Arcs (VSAs) remains one of the most challenging open problems in asteroid surveillance and celestial mechanics. Classical methods require angular observations spanning a sufficient fraction of the orbit, and become ill-conditioned or fail outright when only a single obs...