Authors ======= List of contributors -------------------- Charles Le Losq, Institut de physique du globe de Paris, University Paris Cité lelosq@ipgp.fr Clément Ferraina, Institut de physique du globe de Paris, University Paris Cité ferraina@ipgp.fr Paolo Sossi, ETH Zürich Charles-Édouard Boukaré, York University Author contribution statement ----------------------------- CLL and CF: data collection, gpvisc main code, model training. PS and CEB: data and code for magma ocean calculations.