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Prediction of Ecofriendly Concrete Compressive Strength Using Gradient Boosting Regression Tree Combined with GridSearchCV Hyperparameter-Optimization Techniques

open access: yesMaterials, 2022
A crucial factor in the efficient design of concrete sustainable buildings is the compressive strength (Cs) of eco-friendly concrete. In this work, a hybrid model of Gradient Boosting Regression Tree (GBRT) with grid search cross-validation (GridSearchCV)
Zaineb M. Alhakeem   +5 more
semanticscholar   +1 more source

Data-Driven Model for Predicting the Compressive Strengths of GFRP-Confined Reinforced Concrete Columns

open access: yesBuildings, 2023
This paper focuses on the compressive strength of Glass fiber reinforced polymer (GFRP)-confined reinforced concrete columns. Data from 114 sets of GFRP-confined reinforced concrete columns were collected to evaluate the researchers’ and proposed model ...
Haolin Li, Dongdong Yang, Tianyu Hu
doaj   +1 more source

Investigating the influence of parent concrete on mechanical properties of recycled concrete [PDF]

open access: yesمهندسی عمران شریف, 2022
One of the most significant concerns of recent years among scientists has been related to waste management actions and policies. Unfortunately, landfills are filled with various debris and demolition from old building including waste concrete, glass ...
H. Salehi, N. Biglarijoo, H. Barkhordari
doaj   +1 more source

Compressive Strength of Sustainable Geopolymer Concrete Composites: A State-of-the-Art Review

open access: yesSustainability, 2021
The building industry, which emits a significant quantity of greenhouse gases, is under tremendous pressure due to global climate change and its consequences for communities.
H. Ahmed   +6 more
semanticscholar   +1 more source

Compressive Strength Evaluation of Ultra-High-Strength Concrete by Machine Learning

open access: yesMaterials, 2022
In civil engineering, ultra-high-strength concrete (UHSC) is a useful and efficient building material. To save money and time in the construction sector, soft computing approaches have been used to estimate concrete properties.
Zhongjie Shen   +3 more
semanticscholar   +1 more source

Prediction model for compressive strength of rock-steel fiber reinforced concrete composite layer

open access: yesRock and Soil Mechanics, 2021
To study the uniaxial compressive strength calculation method of rock-steel fiber reinforced concrete (R-SFRC) composite layer, uniaxial compression test was carried out on rock, steel fiber reinforced concrete and R-SFRC composite layer specimens.
CHEN Meng   +4 more
doaj   +1 more source

Prediction of Compressive Strength of Geopolymer Concrete Based on Support Vector Machine and Modified Cuckoo Algorithm

open access: yesAdvances in Materials Science and Engineering, 2021
Coal gangue-based geopolymer concrete is an environmentally friendly material made from coal gangue, solid waste from the coal mine. Compressive strength is one of the most important indexes for concretes.
Daming Zhang, Fangjin Sun, Tiantian Liu
doaj   +1 more source

Relation between Density and Compressive Strength of Foamed Concrete

open access: yesMaterials, 2021
This study aims to obtain the relationship between density and compressive strength of foamed concrete. Foamed concrete is a preferred building material due to the low density of its concrete.
R. Othman   +10 more
semanticscholar   +1 more source

Compressive Strength of Alginate Impression Material Incorporated with Silver and Zirconium Oxide Nanoparticles [PDF]

open access: yesAl-Rafidain Dental Journal, 2023
Aims: To investigate the effect of adding nanoparticles on the compressive strength of alginate impression material. Materials and Methods: In this study, two types of nanoparticles were added to alginate impression materials: silver and zirconium oxide ...
Luma Mudhafar Al-Nema, Ahmed Asim Al-Ali
doaj   +1 more source

Evaluation of Condition of Concrete Structures Using Ultrasonic Pulse Velocity Method

open access: yesApplied Sciences, 2020
The purpose of this study is to estimate the compressive strength according to the age of the concrete structure using ultrasonic pulse velocity method.
Seonguk Hong   +5 more
doaj   +1 more source

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