Comparison of Prediction Models Based on Machine Learning for the Compressive Strength Estimation of Recycled Aggregate Concrete

Basalt Fibers in Modified Whisker Reinforced Cementitious Composites

(2022) Mehran Khan et al.   Periodica Polytechnica-Civil Engineering

Machine Learning Prediction Models to Evaluate the Strength of Recycled Aggregate Concrete

(2022) Xiongzhou Yuan et al.   Materials

Application of Soft Computing Techniques to Predict the Strength of Geopolymer Composites

(2022) Qichen Wang et al.   Polymers

Predicting the Splitting Tensile Strength of Recycled Aggregate Concrete Using Individual and Ensemble Machine Learning Approaches

(2022) Yongzhong Zhu et al.   Crystals

Seismic performance evaluation of recycled aggregate concrete-filled steel tubular columns with field strain detected via a novel mark-free vision method

(2022) Yunchao Tang et al.   Structures

Effectiveness of hybrid steel-basalt fiber reinforced concrete under compression

(2022) Mehran Khan et al.   Case Studies in Construction Materials

Predictive modelling for sustainable high-performance concrete from industrial wastes: A comparison and optimization of models using ensemble learners

(2021) Furqan Farooq et al.   JOURNAL OF CLEANER PRODUCTION

Experimental investigation and comparative machine-learning prediction of compressive strength of recycled aggregate concrete

(2021) S. Reza Salimbahrami et al.   Soft Computing

Reduction of computational error by optimizing SVR kernel coefficients to simulate concrete compressive strength through the use of a human learning optimization algorithm

(2021) Jiandong Huang et al.   ENGINEERING WITH COMPUTERS

Prediction of Compressive Strength of Fly Ash Based Concrete Using Individual and Ensemble Algorithm

(2021) Ayaz Ahmad et al.   Materials

Machine Learning-Based Modeling with Optimization Algorithm for Predicting Mechanical Properties of Sustainable Concrete

(2021) Muhammad Izhar Shah et al.   Advances in Civil Engineering

Efficiency of basalt fiber length and content on mechanical and microstructural properties of hybrid fiber concrete

(2021) Mehran Khan et al.   FATIGUE & FRACTURE OF ENGINEERING MATERIALS & STRUCTURES

Experimental and analytical study of hybrid fiber reinforced concrete prepared with basalt fiber under high temperature

(2021) Mehran Khan et al.   FIRE AND MATERIALS

Application of waste tire rubber and recycled aggregates in concrete products: A new compression casting approach

(2021) Syed Minhaj Saleem Kazmi et al.   RESOURCES CONSERVATION AND RECYCLING

Environmental implications of the use of bio-cement treated recycled aggregate in concrete

(2021) Abhijit Mistri et al.   RESOURCES CONSERVATION AND RECYCLING

A comprehensive review on performance of cementitious and geopolymeric concretes with recycled waste glass as powder, sand or cullet

(2021) Wenkui Dong et al.   RESOURCES CONSERVATION AND RECYCLING

Comparative Study of Supervised Machine Learning Algorithms for Predicting the Compressive Strength of Concrete at High Temperature

(2021) Ayaz Ahmad et al.   Materials

An Experimental and Empirical Study on the Use of Waste Marble Powder in Construction Material

(2021) Muhammad Sufian et al.   Materials

Gradient boosting-based regression modelling for estimating the time period of the irregular precast concrete structural system with cross bracing

(2021) Nitin Dahiya et al.   Journal of King Saud University, Engineering Sciences

Prediction of thermo-mechanical properties of rubber-modified recycled aggregate concrete

(2021) Wanhui Feng et al.   CONSTRUCTION AND BUILDING MATERIALS

Novel metaheuristic-based type-2 fuzzy inference system for predicting the compressive strength of recycled aggregate concrete

(2021) Emadaldin Mohammadi Golafshani et al.   Journal of Cleaner Production

Potential use of recycled plastic and rubber aggregate in cementitious materials for sustainable construction: A review

(2021) Rayed Alyousef et al.   Journal of Cleaner Production

Durability and surface properties of low-noise pavements with recycled concrete aggregates

(2021) Peter Mikhailenko et al.   Journal of Cleaner Production

Mechanical properties, drying shrinkage, and nano-scale characteristics of concrete prepared with zeolite powder pre-coated recycled aggregate

(2021) Hai-bo Hu et al.   Journal of Cleaner Production

Mechanical, environmental and economic performance of sustainable Grade 45 concrete with ultrahigh-volume Limestone-Calcined Clay (LCC)

(2021) Jing Yu et al.   RESOURCES CONSERVATION AND RECYCLING

Valorization of recycled FRP materials from wind turbine blades in concrete

(2021) Dmitry Baturkin et al.   RESOURCES CONSERVATION AND RECYCLING

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

(2021) Waqas Ahmad et al.   Materials

A scientometric analysis approach to analyze the present research on recycled aggregate concrete

(2021) Bin Zhang et al.   Journal of Building Engineering

Axial performance of seawater sea-sand concrete columns reinforced with basalt fibre-reinforced polymer bars under concentric compressive load

(2021) Zhe Xiong et al.   Journal of Building Engineering

Compressive strength prediction of fly ash-based geopolymer concrete via advanced machine learning techniques

(2021) Ayaz Ahmad et al.   Case Studies in Construction Materials

A comprehensive overview of geopolymer composites: A bibliometric analysis and literature review

(2021) Haihua Yang et al.   Case Studies in Construction Materials

Effect of Coconut Fiber Length and Content on Properties of High Strength Concrete

(2020) Waqas Ahmad et al.   Materials

An ensemble machine learning approach for prediction and optimization of modulus of elasticity of recycled aggregate concrete

(2020) Taihao Han et al.   CONSTRUCTION AND BUILDING MATERIALS

An evaluation of the recycled aggregate characteristics and the recycled aggregate concrete mechanical properties

(2020) Guoliang Bai et al.   CONSTRUCTION AND BUILDING MATERIALS

A novel artificial intelligence technique to predict compressive strength of recycled aggregate concrete using ICA-XGBoost model

(2020) Jin Duan et al.   ENGINEERING WITH COMPUTERS

Estimating strength properties of geopolymer self-compacting concrete using machine learning techniques

(2020) Paul O. Awoyera et al.   Journal of Materials Research and Technology-JMR&T

Cracking behaviour and constitutive modelling of hybrid fibre reinforced concrete

(2020) Mehran Khan et al.   Journal of Building Engineering

Applications of Gene Expression Programming for Estimating Compressive Strength of High-Strength Concrete

(2020) Fahid Aslam et al.   Advances in Civil Engineering

Shear capacity prediction of slender reinforced concrete structures with steel fibers using machine learning

(2020) Oladimeji Benedict Olalusi et al.   ENGINEERING STRUCTURES

Machine Learning Techniques in Concrete Mix Design

(2019) Patryk Ziolkowski et al.   Materials

Effect of carbonated coarse recycled concrete aggregate on the properties and microstructure of recycled concrete

(2019) Bao Lu et al.   JOURNAL OF CLEANER PRODUCTION

Prediction of Compressive Strength of Concrete: Critical Comparison of Performance of a Hybrid Machine Learning Model with Standalone Models

(2019) Rachel Cook et al.   JOURNAL OF MATERIALS IN CIVIL ENGINEERING

Effectiveness of hair and wave polypropylene fibers for concrete roads

(2018) Mehran Khan et al.   CONSTRUCTION AND BUILDING MATERIALS

Compressive strength prediction of recycled concrete based on deep learning

(2018) Fangming Deng et al.   CONSTRUCTION AND BUILDING MATERIALS

Multiple recycled aggregate properties analysed by X-ray microtomography

(2018) C. Thomas et al.   CONSTRUCTION AND BUILDING MATERIALS

Different testing methods for assessing the synthetic fiber distribution in cement-based composites

(2018) Mingli Cao et al.   CONSTRUCTION AND BUILDING MATERIALS

Properties enhancement of recycled aggregate concrete through pretreatment of coarse aggregates – Comparative assessment of assorted techniques

(2018) Yongjae Kim et al.   JOURNAL OF CLEANER PRODUCTION

Can the compressive strength of concrete be estimated from knowledge of the mixture proportions?: New insights from statistical analysis and machine learning methods

(2018) Benjamin A. Young et al.   CEMENT AND CONCRETE RESEARCH

Comparison of deep convolutional neural networks and edge detectors for image-based crack detection in concrete

(2018) Sattar Dorafshan et al.   CONSTRUCTION AND BUILDING MATERIALS

Evaluation of mechanical properties of concretes containing coarse recycled concrete aggregates using multivariate adaptive regression splines (MARS), M5 model tree (M5Tree), and least squares support vector regression (LSSVR) models

(2018) Aliakbar Gholampour et al.   NEURAL COMPUTING & APPLICATIONS

Metaheuristic Optimized Edge Detection for Recognition of Concrete Wall Cracks: A Comparative Study on the Performances of Roberts, Prewitt, Canny, and Sobel Algorithms

(2018) Nhat-Duc Hoang et al.   Advances in Civil Engineering

Effect of incorporation of metakaolin and recycled coarse aggregate on properties of concrete

(2018) Rakesh Muduli et al.   JOURNAL OF CLEANER PRODUCTION

Recycled coarse aggregates from precast plant and building demolitions: Environmental and economic modeling through stochastic simulations

(2018) Gabriel Azúa et al.   JOURNAL OF CLEANER PRODUCTION

Engineering and microstructural assessment of fibre-reinforced self-compacting concrete containing recycled coarse aggregate

(2017) Ehsan Mohseni et al.   JOURNAL OF CLEANER PRODUCTION

Improving the prediction of material properties of concrete using Kaizen Programming with Simulated Annealing

(2017) Vinícius Veloso de Melo et al.   NEUROCOMPUTING

Use of recycled construction and demolition waste (CDW) aggregates: A sustainable alternative for the pavement construction industry

(2016) A. Ossa et al.   JOURNAL OF CLEANER PRODUCTION

Upgrading the quality of mixed recycled aggregates from construction and demolition waste by using near-infrared sorting technology

(2015) Iñigo Vegas et al.   CONSTRUCTION AND BUILDING MATERIALS

Predicting modulus elasticity of recycled aggregate concrete using M5′ model tree algorithm

(2015) Ali Behnood et al.   CONSTRUCTION AND BUILDING MATERIALS

Artificial neural network modeling (ANN) for predicting rutting performance of nano-modified hot-mix asphalt mixtures containing steel slag aggregates

(2015) G.H. Shafabakhsh et al.   CONSTRUCTION AND BUILDING MATERIALS

Compressive and flexural behaviours of a new steel-fibre-reinforced recycled aggregate concrete with crumb rubber

(2015) Jian-he Xie et al.   CONSTRUCTION AND BUILDING MATERIALS

Flexural Testing of Reinforced Concrete Beams with Recycled Concrete Aggregates

(2015) Thomas H.-K. Kang et al.   ACI STRUCTURAL JOURNAL

Alternative processing procedures for recycled aggregates in structural concrete

(2014) Marco Pepe et al.   CONSTRUCTION AND BUILDING MATERIALS

Recycled aggregate from C&D waste & its use in concrete – A breakthrough towards sustainability in construction sector: A review

(2014) Monalisa Behera et al.   CONSTRUCTION AND BUILDING MATERIALS

Mechanical and durability properties of concretes manufactured with biomass bottom ash and recycled coarse aggregates

(2014) Manuel G. Beltrán et al.   CONSTRUCTION AND BUILDING MATERIALS

Influence of the use of recycled concrete aggregates from different sources on structural concrete

(2014) D. Pedro et al.   CONSTRUCTION AND BUILDING MATERIALS

Recycled aggregate concrete – Mechanical behavior under uniaxial and triaxial compression

(2014) Paula Folino et al.   CONSTRUCTION AND BUILDING MATERIALS

An investigation on mechanical and physical properties of recycled aggregate concrete (RAC) with and without silica fume

(2014) H. Dilbas et al.   CONSTRUCTION AND BUILDING MATERIALS

Machine learning in concrete strength simulations: Multi-nation data analytics

(2014) Jui-Sheng Chou et al.   CONSTRUCTION AND BUILDING MATERIALS

Effect of cement addition on the properties of recycled concretes to reach control concretes strengths

(2014) Manuel G. Beltrán et al.   JOURNAL OF CLEANER PRODUCTION

Properties of recycled aggregate concrete made with recycled aggregates with different amounts of old adhered mortars

(2014) Zhen Hua Duan et al.   MATERIALS & DESIGN

Performance of concrete made with aggregates recycled from precasting industry waste: influence of the crushing process

(2014) D. Pedro et al.   MATERIALS AND STRUCTURES

Short and long-term behavior of structural concrete with recycled concrete aggregate

(2013) S. Manzi et al.   CEMENT & CONCRETE COMPOSITES

Compressive stress–strain behavior of steel fiber reinforced-recycled aggregate concrete

(2013) Jodilson Amorim Carneiro et al.   CEMENT & CONCRETE COMPOSITES

Damage prediction for regular reinforced concrete buildings using the decision tree algorithm

(2013) A. Karbassi et al.   COMPUTERS & STRUCTURES

Using artificial neural networks for predicting the elastic modulus of recycled aggregate concrete

(2013) Z.H. Duan et al.   CONSTRUCTION AND BUILDING MATERIALS

Modeling compressive strength of EPS lightweight concrete using regression, neural network and ANFIS

(2013) A. Sadrmomtazi et al.   CONSTRUCTION AND BUILDING MATERIALS

Strength prediction model and methods for improving recycled aggregate concrete

(2013) Khaleel H. Younis et al.   CONSTRUCTION AND BUILDING MATERIALS

Assessment on the engineering properties of ready-mixed concrete using recycled aggregates

(2013) Yeong-Nain Sheen et al.   CONSTRUCTION AND BUILDING MATERIALS

Effect of recycled concrete coarse aggregate from multiple sources on the hardened properties of concrete with equivalent compressive strength

(2013) Liam Butler et al.   CONSTRUCTION AND BUILDING MATERIALS

Engineering properties of treated recycled concrete aggregate (RCA) for structural applications

(2013) Sallehan Ismail et al.   CONSTRUCTION AND BUILDING MATERIALS

Mechanical properties of concrete produced with recycled coarse aggregates – Influence of the use of superplasticizers

(2013) D. Matias et al.   CONSTRUCTION AND BUILDING MATERIALS

Experimental analysis of properties of high performance recycled aggregate concrete

(2013) Gonzalez Andreu et al.   CONSTRUCTION AND BUILDING MATERIALS

The effect of curing conditions on the compressive strength of recycled aggregate concrete

(2013) Fernando López Gayarre et al.   CONSTRUCTION AND BUILDING MATERIALS

Influence of water-reducing admixtures on the mechanical performance of recycled concrete

(2013) Auxi Barbudo et al.   JOURNAL OF CLEANER PRODUCTION

Evaluation of the fatigue behavior of recycled aggregate concrete

(2013) Carlos Thomas et al.   JOURNAL OF CLEANER PRODUCTION

The effect of superplasticizers on the mechanical performance of concrete made with fine recycled concrete aggregates

(2012) P. Pereira et al.   CEMENT & CONCRETE COMPOSITES

Recycled concrete and mixed rubble as aggregates: Influence of variations in composition on the concrete properties and their use as structural material

(2012) Cathleen Hoffmann et al.   CONSTRUCTION AND BUILDING MATERIALS

Influence of self-healing, mixing method and adding silica fume on mechanical properties of recycled aggregates concrete

(2012) Ali Abd Elhakam et al.   CONSTRUCTION AND BUILDING MATERIALS

Fatigue behavior of recycled aggregate concrete under compression and bending cyclic loadings

(2012) Jianzhuang Xiao et al.   CONSTRUCTION AND BUILDING MATERIALS

Artificial neural network for predicting drying shrinkage of concrete

(2012) Lyes Bal et al.   CONSTRUCTION AND BUILDING MATERIALS

Prediction of compressive strength of recycled aggregate concrete using artificial neural networks

(2012) Z.H. Duan et al.   CONSTRUCTION AND BUILDING MATERIALS

Durability of recycled aggregate concrete

(2012) C. Thomas et al.   CONSTRUCTION AND BUILDING MATERIALS

Creep and drying shrinkage characteristics of concrete produced with coarse recycled concrete aggregate

(2011) Gholamreza Fathifazl et al.   CEMENT & CONCRETE COMPOSITES

Use of recycled concrete aggregate in fly-ash concrete

(2011) Mukesh Limbachiya et al.   CONSTRUCTION AND BUILDING MATERIALS

Effect of the Water to Binder Ratio and Ground Fly Ash on Properties of Recycled Aggregate Concrete

(2011) Rattapon Somna et al.   JOURNAL OF MATERIALS IN CIVIL ENGINEERING

Effect of recycled coarse aggregate on damage of recycled concrete

(2011) Belén González-Fonteboa et al.   MATERIALS AND STRUCTURES

Mechanical and elastic behaviour of concretes made of recycled-concrete coarse aggregates

(2010) Valeria Corinaldesi   CONSTRUCTION AND BUILDING MATERIALS

Stress–strain relationship in axial compression for concrete using recycled saturated coarse aggregate

(2010) González-Fonteboa Belén et al.   CONSTRUCTION AND BUILDING MATERIALS

The Benefits of Bagging for Forecast Models of Realized Volatility

(2010) Eric Hillebrand et al.   Econometric Reviews

Recycled Concretes Made with Waste Ready-Mix Concrete as Coarse Aggregate

(2010) Claudio Javier Zega et al.   JOURNAL OF MATERIALS IN CIVIL ENGINEERING

Influence of field recycled coarse aggregate on properties of concrete

(2010) M. Chakradhara Rao et al.   MATERIALS AND STRUCTURES

Comparative environmental assessment of natural and recycled aggregate concrete

(2010) S. Marinković et al.   WASTE MANAGEMENT

Recycled Concrete as Aggregate for Structural Concrete Production

(2010) Mirjana Malešev et al.   Sustainability

Predicting the compressive strength of mortars containing metakaolin by artificial neural networks and fuzzy logic

(2009) Mustafa Sarıdemir   ADVANCES IN ENGINEERING SOFTWARE

Creep and shrinkage of recycled aggregate concrete

(2009) A. Domingo-Cabo et al.   CONSTRUCTION AND BUILDING MATERIALS

Prediction of the compressive strength of no-slump concrete: A comparative study of regression, neural network and ANFIS models

(2009) Jafar Sobhani et al.   CONSTRUCTION AND BUILDING MATERIALS

Influence of parent concrete on the properties of recycled aggregate concrete

(2008) A.K. Padmini et al.   CONSTRUCTION AND BUILDING MATERIALS

Knowledge discovery of concrete material using Genetic Operation Trees

(2008) I-Cheng Yeh et al.   EXPERT SYSTEMS WITH APPLICATIONS

Failure mechanism of recycled aggregate concrete

(2007) M. Casuccio et al.   CONSTRUCTION AND BUILDING MATERIALS