2 papers
physics.plasm-ph2023
Kinetic simulations of non-relativistic high-Mach-number perpendicular shocks propagating in a turbulent medium
Karol Fulat, Artem Bohdan, Gabriel Torralba Paz +1
Strong non-relativistic shocks are known to accelerate particles up to relativistic energies. However, for Diffusive Shock Acceleration electrons must have a highly suprathermal en…
astro-ph.HE2023
Prediction and Anomaly Detection of accelerated particles in PIC simulations using neural networks
Gabriel Torralba Paz, Artem Bohdan, Jacek Niemiec
Acceleration processes that occur in astrophysical plasmas produce cosmic rays that are observed on Earth. To study particle acceleration, fully-kinetic particle-in-cell (PIC) simu…