Cargando…

Application of Advanced Machine Learning Approaches to Predict the Compressive Strength of Concrete Containing Supplementary Cementitious Materials

The casting and testing specimens for determining the mechanical properties of concrete is a time-consuming activity. This study employed supervised machine learning techniques, bagging, AdaBoost, gene expression programming, and decision tree to estimate the compressive strength of concrete contain...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ahmad, Waqas, Ahmad, Ayaz, Ostrowski, Krzysztof Adam, Aslam, Fahid, Joyklad, Panuwat, Zajdel, Paulina
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8510219/ https://www.ncbi.nlm.nih.gov/pubmed/34640160 http://dx.doi.org/10.3390/ma14195762

Ejemplares similares

Prediction of Geopolymer Concrete Compressive Strength Using Novel Machine Learning Algorithms
por: Ahmad, Ayaz, et al.
Publicado: (2021)

Computation of High-Performance Concrete Compressive Strength Using Standalone and Ensembled Machine Learning Techniques
por: Xu, Yue, et al.
Publicado: (2021)

Predicting the Mechanical Properties of RCA-Based Concrete Using Supervised Machine Learning Algorithms
por: Shang, Meijun, et al.
Publicado: (2022)

Predicting the Compressive Strength of Concrete Containing Binary Supplementary Cementitious Material Using Machine Learning Approach
por: Moradi, Nozar, et al.
Publicado: (2022)

Prediction of Compressive Strength of Fly Ash Based Concrete Using Individual and Ensemble Algorithm
por: Ahmad, Ayaz, et al.
Publicado: (2021)

Designing Reinforced Concrete Beams Containing Supplementary Cementitious Materials
por: Fantilli, Alessandro P., et al.
Publicado: (2019)

Comparison of Prediction Models Based on Machine Learning for the Compressive Strength Estimation of Recycled Aggregate Concrete
por: Khan, Kaffayatullah, et al.
Publicado: (2022)

Strength and Durability of Sustainable Self-Consolidating Concrete with High Levels of Supplementary Cementitious Materials
por: Salih, Moslih Amer, et al.
Publicado: (2022)

End-of-Life Materials Used as Supplementary Cementitious Materials in the Concrete Industry
por: Nicoara, Adrian Ionut, et al.
Publicado: (2020)

Special Issue: Supplementary Cementitious Materials in Concrete, Part I
por: Fantilli, Alessandro P., et al.
Publicado: (2021)

Integration of Rice Husk Ash as Supplementary Cementitious Material in the Production of Sustainable High-Strength Concrete
por: Hasan, Noor Md. Sadiqul, et al.
Publicado: (2022)

Fly Ash Application as Supplementary Cementitious Material: A Review
por: Li, Guanlei, et al.
Publicado: (2022)

Feasibility Tests on Concrete with Very-High-Volume Supplementary Cementitious Materials
por: Yang, Keun-Hyeok, et al.
Publicado: (2014)

A Comprehensive Study on Non-Proprietary Ultra-High-Performance Concrete Containing Supplementary Cementitious Materials
por: Mousavinezhad, Seyedsaleh, et al.
Publicado: (2023)

Assessment of Soft Computing Techniques for the Prediction of Compressive Strength of Bacterial Concrete
por: Almohammed, Fadi, et al.
Publicado: (2022)

A study on the strength and durability characteristics of fiber-reinforced recycled aggregate concrete modified with supplementary cementitious material
por: Zaid, Osama, et al.
Publicado: (2023)

Effect of Coconut Fiber Length and Content on Properties of High Strength Concrete
por: Ahmad, Waqas, et al.
Publicado: (2020)

A Comparative Study for the Prediction of the Compressive Strength of Self-Compacting Concrete Modified with Fly Ash
por: Farooq, Furqan, et al.
Publicado: (2021)

Analyzing the Compressive Strength of Ceramic Waste-Based Concrete Using Experiment and Artificial Neural Network (ANN) Approach
por: Song, Hongwei, et al.
Publicado: (2021)

Compressive Strength Estimation of Steel-Fiber-Reinforced Concrete and Raw Material Interactions Using Advanced Algorithms
por: Khan, Kaffayatullah, et al.
Publicado: (2022)

Rheological behaviour, setting time, compressive strength and microstructure of mortar incorporating supplementary cementitious materials and nano-silica
por: Cai, Chang, et al.
Publicado: (2023)

Calcined Clay as Supplementary Cementitious Material
por: Jaskulski, Roman, et al.
Publicado: (2020)

Application of Iron Tailings-Based Composite Supplementary Cementitious Materials (SCMs) in Green Concrete
por: Zhang, Yannian, et al.
Publicado: (2022)

Comparative Study of Supervised Machine Learning Algorithms for Predicting the Compressive Strength of Concrete at High Temperature
por: Ahmad, Ayaz, et al.
Publicado: (2021)

Revisiting the Effect of Slag in Reducing Heat of Hydration in Concrete in Comparison to Other Supplementary Cementitious Materials
por: Moon, Hoon, et al.
Publicado: (2018)

The Role of Supplementary Cementitious Materials (SCMs) in Ultra High Performance Concrete (UHPC): A Review
por: Park, Sungwoo, et al.
Publicado: (2021)

Carbonated wollastonite – An effective supplementary cementitious material?
por: Leemann, Andreas, et al.
Publicado: (2021)

Physical and Mechanical Properties of High-Strength Concrete Modified with Supplementary Cementitious Materials after Exposure to Elevated Temperature up to 1000 °C
por: Zhou, Jianwei, et al.
Publicado: (2020)

Review of the Effects of Supplementary Cementitious Materials and Chemical Additives on the Physical, Mechanical and Durability Properties of Hydraulic Concrete
por: Raghav, Muralidharan, et al.
Publicado: (2021)

Prediction of Chloride Diffusion Coefficient in Concrete Modified with Supplementary Cementitious Materials Using Machine Learning Algorithms
por: Al Fuhaid, Abdulrahman Fahad, et al.
Publicado: (2023)

Application of Novel Machine Learning Techniques for Predicting the Surface Chloride Concentration in Concrete Containing Waste Material
por: Ahmad, Ayaz, et al.
Publicado: (2021)

Application of Soft Computing Techniques to Predict the Strength of Geopolymer Composites
por: Wang, Qichen, et al.
Publicado: (2022)

Modelling and Optimization for Mortar Compressive Strength Incorporating Heat-Treated Fly Oil Shale Ash as an Effective Supplementary Cementitious Material Using Response Surface Methodology
por: Al Salaheen, Marsail, et al.
Publicado: (2022)

Application of Soft-Computing Methods to Evaluate the Compressive Strength of Self-Compacting Concrete
por: Amin, Muhammad Nasir, et al.
Publicado: (2022)

Effects of Combined Usage of Supplementary Cementitious Materials on the Thermal Properties and Microstructure of High-Performance Concrete at High Temperatures
por: Lu, Dong, et al.
Publicado: (2020)

Rapid Test Method for Evaluating Inhibiting Effectiveness of Supplementary Cementitious Materials on Alkali–Silica Reaction Expansion of Concrete
por: Yi, Lei, et al.
Publicado: (2022)

Sustainable Use of Waste Oyster Shell Powders in a Ternary Supplementary Cementitious Material System for Green Concrete
por: Liu, Shanglai, et al.
Publicado: (2022)

Calcined Clays from Nigeria—Properties and Performance of Supplementary Cementitious Materials Suitable for Producing Level 1 Concrete
por: Muhammad, Abubakar, et al.
Publicado: (2023)

Strength enhancement of concrete using incinerated agricultural waste as supplementary cement materials
por: Manan, Teh Sabariah Binti Abd, et al.
Publicado: (2021)

Application of Ensemble Machine Learning Methods to Estimate the Compressive Strength of Fiber-Reinforced Nano-Silica Modified Concrete
por: Anjum, Madiha, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_k4sdfcio497i3n1f7sreme947a