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From the 1 of 58 linked papers with an AI index.
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nucl-th2025
Conditional variational autoencoder inference of neutron star equation of state from astrophysical observations
Márcio Ferreira, MichaŠBejger
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…
nucl-th2024
Detecting the third family of compact stars with normalizing flows
Valéria Carvalho, Márcio Ferreira, Constança Providência +1
We explore the anomaly detection framework based on Normalizing Flows (NF) models introduced in \cite{PhysRevC.106.065802} to detect the presence of a large (destabilising) dense m…