2 papers
astro-ph.HE2026
The Generalization Gap in Machine Learning EoS Inference from Core-Collapse Supernova Gravitational Waves
Ayan Mitra
Core-collapse supernova gravitational waves may carry information about the dense matter equation of state (EoS), which describes the relation between pressure, density, temperatur…
astro-ph.HE2025
Evaluating Machine Learning Models for Supernova Gravitational Wave Signal Classification
Y. Sultan Abylkairov, Matthew C. Edwards, Daniil Orel +3
We investigate the potential of using gravitational wave (GW) signals from rotating core-collapse supernovae to probe the equation of state (EOS) of nuclear matter. By generating G…