1 citations · 1 across the 3 of their papers we have counts for
3 papers
astro-ph.HE2025
Modeling blazar broadband emission with convolutional neural networks -- III. proton synchrotron and hybrid models
N. Sahakyan, D. Bégué, A. Casotto +5
Modeling the broadband emission of blazars has become increasingly challenging with the advent of multimessenger observations. Building upon previous successes in applying convolut…
astro-ph.HE2024
Modeling blazar broadband emission with convolutional neural networks -- II. External Compton model
N. Sahakyan, D. Bégué, A. Casotto +6
In the context of modeling spectral energy distributions (SEDs) for blazars, we extend the method that uses a convolutional neural network (CNN) to include external inverse Compton…
astro-ph.HE2023★ 1 cited
Modeling blazar broadband emission with convolutional neural networks -- I. Synchrotron self-Compton model
Damien Bégué, Narek Sahakyan, Hüsne Dereli Bégué +5
Modeling the multiwavelength spectral energy distributions (SEDs) of blazars provides key insights into the underlying physical processes responsible for the emission. While SED mo…