2 papers
physics.plasm-ph2026
Reconstructive AI Spectroscopy of Charged Particle Beams
Vasily Kozhevnikov, Andrey Kozyrev, Elena Klepalova +2
This work introduces a physics-informed neural network (PINN) framework for reconstructing electron energy spectra from sparsely sampled attenuation-curve data. Leveraging the NVID…
physics.plasm-ph2026
Electrons with Anomalous Energy Generated in Gas-Filled and Vacuum Diodes
Victor F. Tarasenko, Vasily Yu. Kozhevnikov, Andrey V. Kozyrev +2
It is shown that, when high-voltage pulses (with a voltage amplitude exceeding 100 kV in centimeter gaps) with a leading edge duration of 1 ns or shorter are applied to gas-filled…