Realizing the potential of deep neural network for analyzing neutron star observables and dense matter equation of state

Ameya Thete, Kinjal Banerjee, Tuhin Malik

The difficulty in describing the equation of state (EoS) for nuclear matter at densities above the saturation density (${\rho }_0$) has led to the emergence of a multitude of models base…