Machine learning for structural engineering: A state-of-the-art review
HT Thai - Structures, 2022 - Elsevier
Abstract Machine learning (ML) has become the most successful branch of artificial
intelligence (AI). It provides a unique opportunity to make structural engineering more …
intelligence (AI). It provides a unique opportunity to make structural engineering more …
Predicting ultimate strength and axial strain of circular concrete columns having AFRP wraps and tube-encased confinement
The current study performs an in-depth analysis into the reinforcement of circular concrete
columns (CCC) using aramid fiber-reinforced polymers (AFRP), focusing on two distinct …
columns (CCC) using aramid fiber-reinforced polymers (AFRP), focusing on two distinct …
Prediction of ultimate strain and strength of CFRP-wrapped normal and high-strength concrete compressive members using ANN approach
The literature is deficit in predicting the axial strength (AS) and axial strain of carbon fiber
reinforced polymer (CFRP)-wrapped normal strength concrete (NSC) and high strength …
reinforced polymer (CFRP)-wrapped normal strength concrete (NSC) and high strength …
Experiments and predictive modeling of optimized fiber-reinforced concrete columns having FRP rebars and hoops
This research studies the structural performance of glass fiber-reinforced polymer (glass-
FRP) reinforced concrete (RC) columns incorporating glass hybrid fibers (GFC) and steel …
FRP) reinforced concrete (RC) columns incorporating glass hybrid fibers (GFC) and steel …
Proposed numerical and machine learning models for fiber-reinforced polymer concrete-steel hollow and solid elliptical columns
This study employs a hybrid approach, integrating finite element method (FEM) simulations
with machine learning (ML) techniques to investigate the structural performance of double …
with machine learning (ML) techniques to investigate the structural performance of double …
Structural evaluation of recycled aggregate concrete circular columns having FRP rebars and synthetic fibers
Large quantity of recycled aggregate concrete (RAC) obtained from concrete and demolition
waste needs to be disposed of properly and sustainably. The present investigation aims to …
waste needs to be disposed of properly and sustainably. The present investigation aims to …
A GMDH model and parametric investigation of geopolymeric recycled concrete FRP-spiral-confined members
For the sustainability of the environment, minimization of the carbon dioxide (CO 2)
emissions from the production of cement and resolving the issues related to the dumping of …
emissions from the production of cement and resolving the issues related to the dumping of …
Study and data-driven modeling of flexural behaviors of ultra-high-performance concrete reinforced by milling steel fiber
Y Yang, B Chen, Y Xia, S Liu, Q Xiao… - Mechanics of …, 2024 - Taylor & Francis
This study leveraged milling steel fibers to enhance the flexural capacity of ultra-high-
performance concrete (UHPC). We assessed UHPC's flexural performance, measuring …
performance concrete (UHPC). We assessed UHPC's flexural performance, measuring …
Estimation of compressive strength for spiral stirrup-confined circular concrete column using optimized machine learning with interpretable techniques
Y Sun - Mechanics of Advanced Materials and Structures, 2024 - Taylor & Francis
The compressive strength (CS) of a concrete column confined with spiral stirrups is an
important indicator for assessing the safety and stability of concrete structures. However …
important indicator for assessing the safety and stability of concrete structures. However …
Effectiveness of FRP confinement for low strength recycled aggregate concrete compressive members having optimized combination of fibers
A Raza, AB Elhag, MHE Ouni, M Arshad - Structural Concrete, 2024 - Wiley Online Library
The quantity of recycled concrete aggregates is increasing day by day due to the enhanced
demolition rate of old infrastructures, which is dangerous to the environment's sustainability …
demolition rate of old infrastructures, which is dangerous to the environment's sustainability …