2 papers
astro-ph.HE2026
Data-Driven Generation of Neutron Star Equations of State Using Variational Autoencoders
Alex Ross, Tianqi Zhao, Sanjay Reddy
We develop a machine learning model based on a structured variational autoencoder (VAE) framework to reconstruct and generate neutron star (NS) equations of state (EOS). The VAE co…
hep-ph2025
Constraints on Symmetric Dark Matter from Neutron Star Capture and Collapse
Yuxin Liu, Zhen Liu, Maxim Pospelov +1
Dark matter (DM) models with a conserved particleantiparticle number, , and the asymmetry in the cosmological abundance , are known t…