SPbPU Journal - Physics and Mathematics
St. Petersburg Polytechnic University Journal: Physics and Mathematics Peter the Great St. Petersburg Polytechnic University
Since 2008
ISSN 2304-9782
ISSN 2618-8686
ISSN 2405-7223
en Английский
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Author Lobanov Andrey A.
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Latest issues
Lobanov Andrey A.
  • Affiliation
    Peter the Great St. Petersburg Polytechnic University
  • Publications

Machine learning models to determine unobservable centrality-related parameter values for a wide range of nuclear systems at the energy of 200 GeV

Nuclear physics
Lobanov A.A. Berdnikov Ya.A. Mitrankov Y. M.
  • Year: 2023
  • Volume: 16
  • Issue: 2
  • 51
  • 2412
  • Pages: 111-120

Machine learning models to find unobservable centrality-related parameter values in collisions of different nuclei in the initial energy range from 40 to 200 GeV

Nuclear physics
Lobanov A.A. Berdnikov A.Ya. Mitrankova M.M.
  • Year: 2023
  • Volume: 16
  • Issue: 2
  • 25
  • 2141
  • Pages: 121-131

A generator of deep inelastic lepton-proton scattering based on the Generative-Adversarial Network (GAN)

Nuclear physics
Lobanov A.A. Berdnikov Ya.A.
  • Year: 2023
  • Volume: 16
  • Issue: 4
  • 31
  • 1631
  • Pages: 181-188

Simulation of semi-inclusive deep inelastic lepton scattering on a proton at energies of 20 – 100 GeV on the basis of the Generative-Adversarial Neural Network

Nuclear physics
Lobanov A.A. Berdnikov Ya.A.
  • Year: 2023
  • Volume: 16
  • Issue: 4
  • 35
  • 1591
  • Pages: 189-197

A generative adversarial network as the basis for a semi-inclusive deep inelastic lepton scattering generator on a polarized proton

Nuclear physics
Lobanov A.A. Berdnikov Ya.A. Muzyaev E. V.
  • Year: 2024
  • Volume: 17
  • Issue: 1
  • 54
  • 1330
  • Pages: 93-102