2 papers
astro-ph.HE2026
Neural Posterior Estimation for UHECR source inference from 3D propagation simulations
Nadine Bourriche, Francesca Capel, Nicole Hartmann
The identification of ultra-high energy cosmic ray sources is one of the open challenges of high-energy astrophysics. As charged particles travel through the Universe, they are def…
astro-ph.HE2025
A Bayesian Framework for UHECR Source Association and Parameter Inference
Keito Watanabe, Anatoli Fedynitch, Francesca Capel +1
The identification of potential sources of ultra-high-energy cosmic rays (UHECRs) remains challenging due to magnetic deflections and propagation losses, which are particularly str…