164 citations · 475 across the 15 of their papers we have counts for
15 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…
Semiclassical two-step model for ionization by a strong laser pulse: Further developments and applications
N. I. Shvetsov-Shilovski
We review the semiclassical two-step model for strong-field ionization. The semiclassical two-step model describes quantum interference and accounts for the ionic potential beyond…
Reconstruction of a single-active-electron potential from electron momentum distribution produced by strong-field ionization using optimization technique
N. I. Shvetsov-Shilovski
We present a method for retrieving of single-active electron potential in an atom or molecule from a given momentum distribution of photoelectrons ionized by a strong laser field.…
Semiclassical two-step model with quantum input: Quantum-classical approach to strong-field ionization
N. I. Shvetsov-Shilovski, M. Lein
We present a mixed quantum-classical approach to strong-field ionization - a semiclassical two-step model with quantum input. In this model the initial conditions for classical tra…
Semiclassical two-step model for ionization of hydrogen molecule by strong laser field
N. I. Shvetsov-Shilovski, M. Lein, K. Tőkési
We extend the semiclassical two-step model for strong-field ionization that describes quantum interference and accounts for the Coulomb potential beyond the semiclassical perturbat…
Multielectron polarization effects in strong-field ionization: Narrowing of momentum distributions and imprints in interference structures
N. I. Shvetsov-Shilovski, M. Lein, L. B. Madsen
We extend the semiclassical two-step model [Phys. Rev. A 94, 013415 (2016)] to include a multielectron polarization-induced dipole potential. Using this model we investigate the im…
Effects of the Coulomb potential in interference patterns of strong-field holography with photoelectrons
N. I. Shvetsov-Shilovski, M. Lein
Using the semiclassical two-step model for strong-field ionization we investigate the interference structures emerging in strong-field photoelectron holography, taking into account…
Semiclassical two-step model for strong-field ionization
N. I. Shvetsov-Shilovski, M. Lein, L. B. Madsen +5
We present a semiclassical two-step model for strong-field ionization that accounts for path interferences of tunnel-ionized electrons in the ionic potential beyond perturbation th…
Optimal control of high-harmonic generation by intense few-cycle pulses
J. Solanpää, J. A. Budagosky, N. I. Shvetsov-Shilovski +3
At the core of attosecond science lies the ability to generate laser pulses of sub-femtosecond duration. In tabletop devices the process relies on high-harmonic generation, where a…
Capture into Rydberg states and momentum distributions of ionized electrons
N. I. Shvetsov-Shilovski, S. P. Goreslavski, S. V. Popruzhenko +1
The yield of neutral excited atoms and low-energy photoelectrons generated by the electron dynamics in the combined Coulomb and laser field after tunneling is investigated. We pres…