Neural Posterior Estimation of Neutron Star Equations of State
Valéria Carvalho · Márcio Ferreira · Michał Bejger · Constança Providência
Aug 1, 2025#6nucl-thPRD5 citations
Author
Carvalho, Valéria
INSPIRE profile2153594ORCID0000-0002-8383-6609
6 papers·103 citations in this corpus
Detecting Hyperons in neutron stars -- a machine learning approach
Valéria Carvalho🇵🇹 · Márcio Ferreira🇵🇹 · Constança Providência🇵🇹
Sep 20, 2024#7nucl-thPRD7 citations
Detecting the third family of compact stars with normalizing flows
Valéria Carvalho🇵🇹 · Márcio Ferreira🇵🇹 · Constança Providência🇵🇹 · Michał Bejger🇵🇱
Mar 15, 2024#3nucl-thPRD4 citations
From NS observations to nuclear matter properties: a machine learning approach
Valéria Carvalho · Márcio Ferreira · Constança Providência
Jan 12, 2024#3nucl-thPRD21 citations
Decoding Neutron Star Observations: Revealing Composition through Bayesian Neural Networks
Valéria Carvalho🇵🇹 · Márcio Ferreira🇵🇹 · Tuhin Malik🇵🇹 · Constança Providência🇵🇹
Jun 13, 2023#7nucl-thPRD28 citations
Extracting nuclear matter properties from the neutron star matter equation of state using deep neural networks
Márcio Ferreira · Valéria Carvalho · Constança Providência
Sep 20, 2022#5nucl-thPRD29 citations
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