Celestial Machine Learning: From Data to Mars and Beyond with AI Feynman
Zi-Yu Khoo Abel Yang Jonathan Sze Choong Low Stéphane Bressan
Can a machine or algorithm discover or learn Kepler's first law from
astronomical sightings alone? We emulate Johannes Kepler's discovery of the
equation of the orbit of Mars with the Rudolphine tables using AI Feynman, a
physics-inspired tool for symbolic regression.