Search Results for author: Giulia Ciacci

Found 2 papers, 0 papers with code

Asteroids co-orbital motion classification based on Machine Learning

no code implementations19 Sep 2023 Giulia Ciacci, Andrea Barucci, Sara Di Ruzza, Elisa Maria Alessi

We consider four different kinds of motion in mean motion resonance with the planet, nominally Tadpole, Horseshoe and Quasi-satellite, building 3 datasets defined as Real (taking the ephemerides of real asteroids from the JPL Horizons system), Ideal and Perturbed (both simulated, obtained by propagating initial conditions considering two different dynamical systems) for training and testing the Machine Learning algorithms in different conditions.

Classification Dimensionality Reduction +1

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