Unsupervised machine learning correlations in EoS of neutron stars

Understand

Neutron stars are compact objects of large interest in the nuclear astrophysics community.

• The extreme conditions present in such systems impose big challenges to our current microscopic models of nuclear structure.
• Equation of states (EoS) are frequently derived from sophisticated quantum mechanical models, such as: relativistic, non-relativistic and many mean-field approaches.
• Every single model, in general, contains many parameters such as the NN interaction strength, particle compositions, etc.