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Celestial Machine Learning: From Data to Mars and Beyond with AI Feynman

Dec 15, 2023

Zi-Yu Khoo, Abel Yang, Jonathan Sze Choong Low, Stéphane Bressan

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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.

* v1: long version v2: accepted as a short paper

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