MCE
Magazine of Civil Engineering Peter the Great St. Petersburg Polytechnic University
Since 2008
ISSN 2712-8172
en Английский
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Articles by keywords "neural network"

Neural network modeling for real-time water quality assessment

Water supply, sewerage, construction systems of water resources protection
A.A. Naumova V.V. Ilinich M.A. Shiryaeva
  • Year: 2025
  • Volume: 18
  • Issue: 6
  • 80
  • 660
  • Pages: 13806-13806

Artificial intelligence models for determining the strength of centrally compressed pipe-concrete columns with square cross-section

Structural mechanics
A.S. Chepurnenko B.M. Yazyev V.S. Turina V.F. Akopyan
  • Year: 2024
  • Volume: 17
  • Issue: 6
  • 52
  • 3067
  • Pages: 13008-13008

Soil information model for prediction the soil properties characteristics

Grounds and foundations, underground structures
A.V. Gruzin
  • Year: 2024
  • Volume: 17
  • Issue: 5
  • 59
  • 2656
  • Pages: 12909-12909

Machine learning model for the BIM classification in IFC format

Building constructions, buildings and structures
M.V. Petrochenko P.N. Nedviga A.A. Kukina K.I. Strelets V.V. Sherstyuk
  • Year: 2024
  • Volume: 17
  • Issue: 2
  • 208
  • 4478
  • Pages: 12602-12602

Neural prediction of mechanical properties of fiber-reinforced lightweight concrete containing silica fume and nano-silica

Structural mechanics
H. Moradi S.A.H. Hashemi
  • Year: 2023
  • Issue: 2
  • 79
  • 4261
  • Pages: 11808-11808

Estimation of soil properties by an artificial neural network

Grounds and foundations, underground structures
I.V. Ofrikhter A.B. Ponomaryov A.V. Zakharov R.I. Shenkman
  • Year: 2022
  • Issue: 2
  • 195
  • 5260
  • Pages: 11011-11011

Application of artificial neural networks for prediction of concrete properties

Structural mechanics
N. Abdulla
  • Year: 2022
  • Issue: 2
  • 75
  • 5121
  • Pages: 11007-11007

Predicting creep deformation of asphalts modified with polymer using artificial neural networks

Building Materials
B. Saoudi S. Haddadi
  • Year: 2021
  • Issue: 1
  • 116
  • 5071
  • Pages: 10106-10106