Conditional variational autoencoder inference of neutron star equation of state from astrophysical observations

Márcio Ferreira, Michał Bejger

We present a new inference framework for neutron star astrophysics based on conditional variational autoencoders. Once trained, the generator block of the model reconstructs the ne…