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Materials physics and mechanics Peter the Great St. Petersburg Polytechnic University
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ISSN 1605-8119
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Articles by keywords "neural network"

Prediction of mechanical properties of elastomeric materials using neural networks

Fomin S.V. Rostovtsev V.S. Meltsov V.U. Shirokova E.S.
  • Year: 2023
  • Volume: 51
  • Issue: 5
  • 15
  • 353
  • Pages: 66-78

Mechanical and microstructural characteristics of underwater friction stir welded AA 6061-T6 joints using a hybrid GRA-artificial neural network approach

Kiran Wakchaure Ajaykumar Thakur
  • Year: 2023
  • Volume: 51
  • Issue: 1
  • 52
  • 778
  • Pages: 119-141

Strength analysis of thin-wall structures operating in aggressive environments for prolonged periods

Emelyanov I.G. Kislov A.N.
  • Year: 2022
  • Volume: 50
  • Issue: 3
  • 23
  • 701
  • Pages: 475-484

Prediction of strength properties of natural fiber-porous composites by neural networks

Yussupova L. Sokolovskiy A. Munasipov S. Kulkaeva L. Kunelbayev M.
  • Year: 2021
  • Volume: 47
  • Issue: 4
  • 37
  • 1244
  • Pages: 613-620

Neural networks and data-driven surrogate models for simulation of steady-state fracture growth

A.V. Kalyuzhnyuk Ruslan L. Lapin A.S. Murachev A.E. Osokina A.I. Sevostianov D.V. Tsvetkov
  • Year: 2019
  • Volume: 42
  • Issue: 3
  • 45
  • 1559
  • Pages: 351-358

Physical and information parameters of nanoscale electronic elements as a part of computing systems with neural network architecture

Mikhail Makarov
  • Year: 2019
  • Volume: 41
  • Issue: 1
  • 3
  • 1227
  • Pages: 78-83