2 papers
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…
quant-ph2018
Eigenvalue Determination for Mixed Quantum States using Overlap Statistics
Lázaro Alonso, David Bermudez, Thomas Gorin
We consider the statistics of overlaps between a mixed state and its image under random unitary transformations. Choosing the transformations from the unitary group with its invari…