15 citations · 15 across the 1 of their papers we have counts for
4 papers
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…
Nonequilibrium fluctuations of a driven quantum heat engine via machine learning
Sajal Kumar Giri, Himangshu Prabal Goswami
We propose a machine learning approach based on artificial neural network to gain faster insights on the role of geometric contributions to the nonequilibrium fluctuations of an ad…
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…
Geometric phaselike effects in a quantum heat engine
Sajal Kumar Giri, Himangshu Prabal Goswami
By periodically driving the temperatures of reservoirs in quantum heat engines, geometric phase or Pancharatnam-Berry phase-like (PBp) effects in the thermodynamics can be observed…