2 papers
astro-ph.HE2026
Classification of Compact Stars via Machine Learning and Neural Network Models
D. Neraki, G. Koufetidis, I. Stergakis +2
Recent advances in multimessenger astronomy, particularly through gravitational-wave observations of compact-object mergers, have significantly improved our understanding of dense…
nucl-th2025
Machine and Deep Learning Regression for Compact Object Equations of State
I. Stergakis, Th. Diakonidis, Ch. C. Moustakidis
A central open problem in nuclear physics is the determination of a physically robust equation of state (EoS) for dense nuclear matter, which directly informs our understanding of…