233 citations · 464 across the 18 of their papers we have counts for
18 papers
Natural-Orbital-Based Neural Network Configuration Interaction
Louis Thirion, Yorick L. A. Schmerwitz, Max Kroesbergen +5
Selective configuration interaction methods approximate correlated molecular ground- and excited states by considering only the most relevant Slater determinants in the expansion.…
Orbital Optimization and Neural-Network-Assisted Configuration Interaction Calculations of Rydberg States
Gianluca Levi, Max Kroesbergen, Louis Thirion +5
Rydberg excited states of molecules pose a challenge for electronic structure calculations because of their highly diffuse electron distribution. Even large and elaborate atomic ba…
A neural-network-based Python package for performing large-scale atomic CI using pCI and other high-performance atomic codes
Pavlo Bilous, Charles Cheung, Marianna Safronova
Modern atomic physics applications in science and technology pose ever higher demands on the precision of computations of properties of atoms and ions. Especially challenging is th…
Preparing Schrödinger cat states in a microwave cavity using a neural network
Hector Hutin, Pavlo Bilous, Chengzhi Ye +8
Scaling up quantum computing devices requires solving ever more complex quantum control tasks. Machine learning has been proposed as a promising approach to tackle the resulting ch…
SOLAX: A Python solver for fermionic quantum systems with neural network support
Louis Thirion, Philipp Hansmann, Pavlo Bilous
Numerical modeling of fermionic many-body quantum systems presents similar challenges across various research domains, necessitating universal tools, including state-of-the-art mac…
A neural network approach to running high-precision atomic computations
Pavlo Bilous, Charles Cheung, Marianna Safronova
Modern applications of atomic physics, including the determination of frequency standards, and the analysis of astrophysical spectra, require prediction of atomic properties with e…
A Neural-Network-Based Selective Configuration Interaction Approach to Molecular Electronic Structure
Yorick L. A. Schmerwitz, Louis Thirion, Gianluca Levi +4
By combining Hartree-Fock with a neural-network-supported quantum-cluster solver proposed recently in the context of solid-state lattice models, we formulate a scheme for selective…
Neural-network-supported basis optimizer for the configuration interaction problem in quantum many-body clusters: Feasibility study and numerical proof
Pavlo Bilous, Louis Thirion, Henri Menke +3
A deep-learning approach to optimize the selection of Slater determinants in configuration interaction calculations for condensed-matter quantum many-body systems is developed. We…
Theory of Laser-Assisted Nuclear Excitation by Electron Capture
Pavlo Bilous
The interplay of x-ray ionization and atomic and nuclear degrees of freedom is investigated theoretically in the process of laser-assisted nuclear excitation by electron capture. I…
Deep-learning approach for the atomic configuration interaction problem on large basis sets
Pavlo Bilous, Adriana Pálffy, Florian Marquardt
High-precision atomic structure calculations require accurate modelling of electronic correlations typically addressed via the configuration interaction (CI) problem on a multiconf…
Driven electronic bridge processes via defect states in Th-doped crystals
Brenden S. Nickerson, Martin Pimon, Pavlo V. Bilous +7
The electronic defect states resulting from doping Th in CaF offer a unique opportunity to excite the nuclear isomeric state Th at approximately 8 eV via elect…
Electronic bridge excitation in highly charged Th-229 ions
Pavlo V. Bilous, Hendrik Bekker, Julian Berengut +6
The excitation of the 8 eV Th isomer through the electronic bridge mechanism in highly charged ions is investigated theoretically. By exploiting the rich level scheme of o…
The theory of direct laser excitation of nuclear transitions
Lars von der Wense, Pavlo V. Bilous, Benedict Seiferle +5
A comprehensive theoretical study of direct laser excitation of a nuclear state based on the density matrix formalism is presented. The nuclear clock isomer Th is d…
Energy of the Th nuclear clock transition
Benedict Seiferle, Lars von der Wense, Pavlo V. Bilous +8
The first nuclear excited state of Th offers the unique opportunity for laser-based optical control of a nucleus. Its exceptional properties allow for the development of a…
The electric quadrupole channel of the 7.8 eV transition
Pavlo V. Bilous, Nikolay Minkov, Adriana Pálffy
The unique isomeric transition at 7.8 eV in has a magnetic dipole () and an electric quadrupole () multipole mixing. So far, the component has bee…
Laser-induced electronic bridge for characterization of the nuclear transition with a tunable optical laser
Pavlo V. Bilous, Ekkehard Peik, Adriana Pálffy
An alternative method to determine the excitation energy of the isomer via the laser-induced electronic bridge is investigated theoretically. In the presence…
Internal conversion from excited electronic states of ions
Pavlo V. Bilous, Georgy A. Kazakov, Iain D. Moore +2
The process of internal conversion from excited electronic states is investigated theoretically for the case of the vacuum-ultraviolet nuclear transition of . D…
Analysis of Parasitic Signals in the Method of Recoil Nuclei Applied to Direct Observation of the Th-229m Isomeric State
Pavlo Bilous, Leonid Yatsenko
We carry out necessary theoretical justifications for the method of recoil nuclei in application to direct observation of the Th-229m isomeric state. We consider Cherenkov radiatio…