Beam-Level Nonlinear Compton Spectra via a Neural Network Surrogate Model

Antonina Timoshenko, Maxim Malakhov, Alexander Fedotov +1

Nonlinear Compton scattering enables sources of intense high-energy radiation. However, predicting source-level spectra for realistic electron beams typically requires computationa…