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astro-ph.HE2024★ 3 cited
Radio pulsar population synthesis with consistent flux measurements using simulation-based inference
Celsa Pardo Araujo, Michele Ronchi, Vanessa Graber +1
The properties of the entire neutron star population can be inferred by modeling their evolution, from birth to the present, through pulsar population synthesis. This involves simu…
astro-ph.HE2024
Population synthesis of Galactic pulsars with machine learning
Michele Ronchi
This thesis work represents the first efforts to combine population synthesis studies of the Galactic isolated neutron stars with deep-learning techniques with the aim of better un…