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physics.atom-ph2020
Perspectives for analyzing non-linear photo ionization spectra with deep neural networks trained with synthetic Hamilton matrices
Sajal Kumar Giri, Lazaro Alonso, Ulf Saalmann +1
We have constructed deep neural networks, which can map fluctuating photo-electron spectra obtained from noisy pulses to spectra from noise-free pulses. The network is trained on s…
physics.atom-ph2018
Adiabatic passage to the continuum
Ulf Saalmann, Sajal Kumar Giri, Jan M. Rost
We demonstrate that by changing the direction of the chirp in VUV pulses one can switch between excitation and ionization with very high contrast, if the carrier frequency of the l…