Methodology study of machine learning for the neutron star equation of state

Yuki Fujimoto, Kenji Fukushima, Koichi Murase

We discuss a methodology of machine learning to deduce the neutron star equation of state from a set of mass-radius observational data. We propose an efficient procedure to deal wi…