Purifying electron spectra from noisy pulses with machine learning using synthetic Hamilton matrices

Sajal Kumar Giri, Ulf Saalmann, Jan M. Rost

Photo-electron spectra obtained with intense pulses generated by free-electron lasers through self-amplified spontaneous emission are intrinsically noisy and vary from shot to shot…