Computational Method for Designing the Retaining Reinforcement Concrete Wall Under Hydrodynamic Load in Marine DOI Creative Commons

Arshia Shishegaran,

Aydin Shishegaran

International journal of mechanical system dynamics, Journal Year: 2025, Volume and Issue: unknown

Published: May 13, 2025

ABSTRACT Health monitoring and damage detection for important special infrastructures, especially marine structures, are one of the challenges in structural engineering because they subjected to corrosion hydrodynamic loads. Simulation structures under hydraulic loads is complex; thus, a combination point cloud data sets, validation finite element model, parametric studies, machine‐learning methods was used this study estimate damaged surface retaining reinforced concrete walls (RRCWs) load‐carrying capacity RRCWs according design parameters RRCWs. After method (FEM), 144 specimens were simulated using FEM obtained displacement‐control loading. Compressive strength, thickness RRCWs, strength reinforcement bars, ratio bars considered as parameters. The results show that has most effect on decreasing capacity. Furthermore, demonstrate Gene Expression Programming (GEP) performs better than all models can predict with 99% 97% accuracy, respectively. Moreover, by reduced 2.5%, increasing thickness, increased 51%–59%.

Language: Английский

Variational Physics-informed Neural Operator (VINO) for solving partial differential equations DOI Creative Commons
Mohammad Sadegh Es-haghi, Cosmin Anitescu,

Manish Thombre

et al.

Computer Methods in Applied Mechanics and Engineering, Journal Year: 2025, Volume and Issue: 437, P. 117785 - 117785

Published: Feb. 3, 2025

Language: Английский

Citations

6
Large deflection analysis of functionally graded reinforced sandwich beams with auxetic core using physics-informed neural network DOI
Reza Nopour, Ali Fallah, M.M. Aghdam

et al.

Mechanics Based Design of Structures and Machines, Journal Year: 2025, Volume and Issue: unknown, P. 1 - 25

Published: Feb. 19, 2025

Language: Английский

Citations

0
A Review of Moving-Load Dynamic Problems: Specialized Modeling for Beam and Plate Vibrancy DOI
Saeedeh Ghaemifard, Amin Ghannadiasl

Journal of Vibration Engineering & Technologies, Journal Year: 2025, Volume and Issue: 13(5)

Published: May 5, 2025

Language: Английский

Citations

0
Computational Method for Designing the Retaining Reinforcement Concrete Wall Under Hydrodynamic Load in Marine DOI Creative Commons

Arshia Shishegaran,

Aydin Shishegaran

International journal of mechanical system dynamics, Journal Year: 2025, Volume and Issue: unknown

Published: May 13, 2025

ABSTRACT Health monitoring and damage detection for important special infrastructures, especially marine structures, are one of the challenges in structural engineering because they subjected to corrosion hydrodynamic loads. Simulation structures under hydraulic loads is complex; thus, a combination point cloud data sets, validation finite element model, parametric studies, machine‐learning methods was used this study estimate damaged surface retaining reinforced concrete walls (RRCWs) load‐carrying capacity RRCWs according design parameters RRCWs. After method (FEM), 144 specimens were simulated using FEM obtained displacement‐control loading. Compressive strength, thickness RRCWs, strength reinforcement bars, ratio bars considered as parameters. The results show that has most effect on decreasing capacity. Furthermore, demonstrate Gene Expression Programming (GEP) performs better than all models can predict with 99% 97% accuracy, respectively. Moreover, by reduced 2.5%, increasing thickness, increased 51%–59%.

Language: Английский

Citations

0