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
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Articles by keywords "neural network"

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
  • 49
  • 1257
  • Pages: 93-102

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
  • 1508
  • Pages: 189-197

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
  • 30
  • 1548
  • Pages: 181-188

Features of the construction photonic tensor cores for neural networks

Physical optics
Popovskiy N.I. Davydov V.V. Rud V.Yu.
  • Year: 2023
  • Volume: 16
  • Issue: 3.2
  • 11
  • 1625
  • Pages: 81-86

Testing the layout of the rail condition monitoring system using LSTM recurrent neural networks

Simulation of physical processes
Denisenko M.A. Isaeva A.S. Kots I.N.
  • Year: 2022
  • Volume: 15
  • Issue: 3.2
  • 18
  • 2662
  • Pages: 51-55

Application of convolutional neural networks to spin models studies

Simulation of physical processes
Perzhu A.V. Vasiliev E.V. Korol A.O. Kapitan D.Yu. Rybin A.E. Kapitan V.Yu.
  • Year: 2022
  • Volume: 15
  • Issue: 3.1
  • 25
  • 3008
  • Pages: 87-92

Unified process of modeling of physicotechnical objects with distributed parameters

Simulation of physical processes
Vasiliev A.N. Osipov V. P. Tarkhov D.A.
  • Year: 2010
  • Issue: 3
  • 0
  • 6360
  • Pages: 39-52

Clustering algorithms application to the representative sample  formation in the training of the multilayer perceptron

Mathematics
Pastukhov A.A. Prokofiev A. A.
  • Year: 2017
  • Volume: 10
  • Issue: 2
  • 65
  • 6314
  • Pages: 58-68

Kohonen self-organizing map application to representative sample formation in the training of the multilayer perceptron

Mathematics
Pastukhov A.A. Prokofiev A. A.
  • Year: 2016
  • Issue: 2
  • 375
  • 6936
  • Pages: 95-107

Fresh approaches to the construction of parameterized neural network solutions of a stiff differential equation

Mathematics
Lazovskaya T.V. Tarkhov D.A.
  • Year: 2015
  • Issue: 2
  • 393
  • 6783
  • Pages: 138-147

Predicting the parameters of energy installations with laser ignition: neural network models

Simulation of physical processes
Pastukhov A.A.
  • Year: 2015
  • Issue: 2
  • 304
  • 6740
  • Pages: 19-29

Constructing of neural network emulator for control object

Mathematics
Tsaregorodlseva E.D.
  • Year: 2011
  • Issue: 3
  • 0
  • 6116
  • Pages: 159-164

Parametrical neural network models of classical and nonclassical problems for heat conduction equation

Mathematics
Vasiliev A.N. Tarkhov D.A.
  • Year: 2012
  • Issue: 3
  • 0
  • 6615
  • Pages: 136-144

The application of neural networks in the wavelet synthesis for the continuous wavelet transformation

Simulation of physical processes
Stepanov A.B.
  • Year: 2013
  • Issue: 1
  • 924
  • 7584
  • Pages: 38-44