Utkarsh Atul Deshmukh

Neutron stars are laboratories where matter is compressed to nuclear and supranuclear densities. Their equation of state (EoS) is the central mystery of astrophysics. A new approach based on reversible neural networks with physical regularization allows extracting the EoS directly from observations,