Gene expression programming (GEP) modelling of sustainable building materials including mineral admixtures for novel solutions

DPN Kontoni, KC Onyelowe, AM Ebid, H Jahangir… - Mining, 2022 - mdpi.com
In this study, the employment of the gene expression programming (GEP) technique in
forecasting models on sustainable construction materials including mineral admixtures and …

[HTML][HTML] Machine learning approach to predict the mechanical properties of cementitious materials containing carbon nanotubes

NM Okasha, M Mirrashid, H Naderpour… - Developments in the …, 2024 - Elsevier
This research explores the use of machine learning to predict the mechanical properties of
cementitious materials enhanced with carbon nanotubes (CNTs). Specifically, the study …

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 …

Axial capacity of FRP-reinforced concrete columns: Computational intelligence-based prognosis for sustainable structures

HC Arora, S Kumar, DPN Kontoni, A Kumar, M Sharma… - Buildings, 2022 - mdpi.com
Due to the corrosion problem in reinforced concrete structures, the use of fiber-reinforced
polymer (FRP) bars may be preferred in place of traditional reinforcing steel. FRP bars are …

Computational Intelligence‐Based Structural Health Monitoring of Corroded and Eccentrically Loaded Reinforced Concrete Columns

S Sharma, HC Arora, A Kumar, DPN Kontoni… - Shock and …, 2023 - Wiley Online Library
Corrosion of embedded steel reinforcement is the prime influencing factor that deteriorates
the structural performance and reduces the serviceability of reinforced concrete (RC) …

Tree-based machine learning models for predicting the bond strength in reinforced recycled aggregate concrete

A Mahmoudian, M Bypour, DPN Kontoni - Asian Journal of Civil …, 2024 - Springer
To address the ever-increasing environmental degradation caused by concrete construction,
utilizing recycled aggregate (RA) in concrete mixes offers a significant solution. This study …

A study on improving energy flexibility in building engineering through generalized prediction models: Enhancing local bearing capacity of concrete for engineering …

HD Li, J Zeng, A Almadhor, A Riahi, H Almujibah… - Engineering …, 2024 - Elsevier
Load-bearing in structural engineering involves a structure's ability to support and distribute
weight effectively. This research investigates innovative methods to enhance load-bearing …

Estimation of the Effective Moment of Inertia for Hybrid Concrete Beams Reinforced with Steel and FRP Bars

F Maleki, A Kheyroddin, H Naderpour… - Scientia …, 2023 - scientiairanica.sharif.edu
The application of fiber-reinforced polymer bars is rapidly rising in concrete structures
because of corrosion resistance and high tensile strength. By contrast, concrete structures …

[PDF][PDF] Revisiting the Code Design Equations for Concrete Columns Reinforced with GFRP Bars

MQ Kadhim, HF Hassan - Journal of Engineering and Sustainable …, 2024 - iasj.net
To enhance the tensile strength of concrete members, steel bars are commonly incorporated
as reinforcement, as concrete itself exhibits weakness in tension despite its strength in …

Performance of Concrete Filled Hollow Section With Fibrous Foamed Concrete Subjected to Axial Compression Load

SAAB Khairuddin - 2023 - search.proquest.com
The use of a concrete-filled section as a column has been widely used due to its structural
elements. However, most recent studies have only focused on three types of concrete …