40 citations · 82 across the 6 of their papers we have counts for
12 papers
Retrieval of the nuclear motion in a molecule from photoelectron momentum distributions using non-Born-Oppenheimer quantum dynamics and deep learning
N. I. Shvetsov-Shilovski, M. Lein
By using a neural network that takes momentum distributions of photoelectrons produced in strong-field ionization as input, we retrieve the time-dependent bond length of a dissocia…
Multielectron effect in strong-field ionization of CO
Mahmoud Abu-samha, L. B. Madsen, N. I. Shvetsov-Shilovski
We investigate the effects of the multielectron polarization of the ion described by the induced dipole potential in photoelectron momentum distributions produced in ionization of…
Convolutional neural network for retrieval of the time-dependent bond length in a molecule from photoelectron momentum distributions
N. I. Shvetsov-Shilovski, M. Lein
We apply deep learning for retrieval of the time-dependent bond length in the dissociating two-dimensional H molecule using photoelectron momentum distributions. We conside…
Transfer learning, alternative approaches, and visualization of a convolutional neural network for retrieval of the internuclear distance in a molecule from photoelectron momentum distributions
N. I. Shvetsov-Shilovski, M. Lein
We investigate the application of deep learning to the retrieval of the internuclear distance in the two-dimensional H molecule from the momentum distribution of photoelect…
Deep learning for retrieval of the internuclear distance in a molecule from interference patterns in photoelectron momentum distributions
N. I. Shvetsov-Shilovski, M. Lein
We use a convolutional neural network to retrieve the internuclear distance in the two-dimensional H molecule ionized by a strong few-cycle laser pulse based on the photoel…
Quantum Battles in Attoscience -- Tunnelling
Cornelia Hofmann, Alexander Bray, Werner Koch +2
What is the nature of tunnelling? This yet unanswered question is as pertinent today as it was at the dawn of quantum mechanics. This article presents a cross section of current pe…