← all papers · overview

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

Abstract

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.

Related papers

Ranked by semantic similarity — how closely each paper's abstract matches this one (100% = near-identical topic).