Green mix design of rubbercrete using machine learning-based ensemble model and constrained multi-objective optimization

Sustainable use of fly-ash: Use of gene-expression programming (GEP) and multi-expression programming (MEP) for forecasting the compressive strength geopolymer concrete

(2021) Hong-Hu Chu et al.   Ain Shams Engineering Journal

Mathematical prediction of the compressive strength of bacterial concrete using gene expression programming

(2021) Hassan Amer Algaifi et al.   Ain Shams Engineering Journal

Development of deep neural network model to predict the compressive strength of rubber concrete

(2021) Hai-Bang Ly et al.   CONSTRUCTION AND BUILDING MATERIALS

Effect of recycled rubber aggregate size on fracture and other mechanical properties of structural concrete

(2021) Sachinthani Karunarathna et al.   Journal of Cleaner Production

A comparative investigation using machine learning methods for concrete compressive strength estimation

(2021) Kadir Güçlüer et al.   Materials Today Communications

Comparison of data mining methods to predict mechanical properties of concrete with fly ash and alccofine

(2021) Qian Zhang et al.   Journal of Materials Research and Technology-JMR&T

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

Machine learning study of the mechanical properties of concretes containing waste foundry sand

(2020) Ali Behnood et al.   CONSTRUCTION AND BUILDING MATERIALS

Estimation of the compressive strength of concretes containing ground granulated blast furnace slag using hybridized multi-objective ANN and salp swarm algorithm

(2020) Amirreza Kandiri et al.   CONSTRUCTION AND BUILDING MATERIALS

Designing sustainable concrete mixture by developing a new machine learning technique

(2020) Hamed Naseri et al.   JOURNAL OF CLEANER PRODUCTION

Life cycle greenhouse gas emissions of concrete containing supplementary cementitious materials: cut-off vs. substitution

(2020) Alessandro Arrigoni et al.   JOURNAL OF CLEANER PRODUCTION

Embodied carbon analysis and benchmarking emissions of high and ultra-high strength concrete using machine learning algorithms

(2020) P.S.M. Thilakarathna et al.   JOURNAL OF CLEANER PRODUCTION

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

Compressive strength prediction of eco-efficient GGBS-based geopolymer concrete using GEP method

(2020) Amir Ali Shahmansouri et al.   Journal of Building Engineering

Modelling the Influence of Waste Rubber on Compressive Strength of Concrete by Artificial Neural Networks

(2019) Marijana Hadzima-Nyarko et al.   Materials

Sustainable selection of the concrete incorporating recycled tire aggregate to be used as medium to low strength material

(2019) Khuram Rashid et al.   JOURNAL OF CLEANER PRODUCTION

Prediction of Mechanical Properties of Rubberised Concrete Exposed to Elevated Temperature Using ANN

(2019) Trilok Gupta et al.   MEASUREMENT

Soft computing based formulations for slump, compressive strength, and elastic modulus of bentonite plastic concrete

(2019) Amir Tavana Amlashi et al.   JOURNAL OF CLEANER PRODUCTION

Strength Reduction Factor of Concrete with Recycled Rubber Aggregates from Tires

(2019) Amedeo Gregori et al.   JOURNAL OF MATERIALS IN CIVIL ENGINEERING

Experimental study on the effect of strain rates on the dynamic flexural properties of rubber concrete

(2019) Wanhui Feng et al.   CONSTRUCTION AND BUILDING MATERIALS

Predicting compressive strength and electrical resistivity of eco-friendly concrete containing natural zeolite via GEP algorithm

(2019) Amir Ali Shahmansouri et al.   CONSTRUCTION AND BUILDING MATERIALS

Novel approach to improve crumb rubber concrete strength using thermal treatment

(2019) El-Sayed Abd-Elaal et al.   CONSTRUCTION AND BUILDING MATERIALS

Predicting the compressive strength of normal and High-Performance Concretes using ANN and ANFIS hybridized with Grey Wolf Optimizer

(2019) Emadaldin Mohammadi Golafshani et al.   CONSTRUCTION AND BUILDING MATERIALS

Prediction of mechanical properties of green concrete incorporating waste foundry sand based on gene expression programming

(2019) Muhammad Farjad Iqbal et al.   JOURNAL OF HAZARDOUS MATERIALS

An evolutionary approach to formulate the compressive strength of roller compacted concrete pavement

(2019) Ali Ashrafian et al.   MEASUREMENT

Prediction of the Strength of Rubberized Concrete by an Evolved Random Forest Model

(2019) Yuantian Sun et al.   Advances in Civil Engineering

Strength and dynamic elasticity modulus of rubberized concrete designed with ANFIS modeling and ultrasonic technique

(2019) Mostafa Jalal et al.   CONSTRUCTION AND BUILDING MATERIALS

Effects of surface treatments of recycled tyre crumb on cement-rubber bonding in concrete composite foam

(2018) Alireza Kashani et al.   CONSTRUCTION AND BUILDING MATERIALS

Prediction of compressive strength and ultrasonic pulse velocity of fiber reinforced concrete incorporating nano silica using heuristic regression methods

(2018) Ali Ashrafian et al.   CONSTRUCTION AND BUILDING MATERIALS

Estimating the optimal mix design of silica fume concrete using biogeography-based programming

(2018) Emadaldin Mohammadi Golafshani et al.   CEMENT & CONCRETE COMPOSITES

Formulation of shear strength of slender RC beams using gene expression programming, part II: With shear reinforcement

(2017) Amir H. Gandomi et al.   MEASUREMENT

Multi-objective grey wolf optimizer: A novel algorithm for multi-criterion optimization

(2016) Seyedali Mirjalili et al.   EXPERT SYSTEMS WITH APPLICATIONS

Properties of high strength concrete containing scrap tire rubber

(2016) Blessen Skariah Thomas et al.   JOURNAL OF CLEANER PRODUCTION

Mechanical and durability properties of waste rubber fiber concrete with and without silica fume

(2016) Trilok Gupta et al.   JOURNAL OF CLEANER PRODUCTION

Fresh and Hardened Properties of Fiber-Reinforced Rubber Concrete

(2016) J. Chris Carroll et al.   JOURNAL OF MATERIALS IN CIVIL ENGINEERING

Modeling of compressive strength and UPV of high-volume mineral-admixtured concrete using rule-based M5 rule and tree model M5P classifiers

(2015) Yaşar Ayaz et al.   CONSTRUCTION AND BUILDING MATERIALS

Designing more sustainable and greener self-compacting concrete

(2015) Guangcheng Long et al.   CONSTRUCTION AND BUILDING MATERIALS

Influence of waste rubber utilization on the fracture and steel–concrete bond strength properties of concrete

(2015) Mehmet Gesoglu et al.   CONSTRUCTION AND BUILDING MATERIALS

Long term behaviour of cement concrete containing discarded tire rubber

(2015) Blessen Skariah Thomas et al.   JOURNAL OF CLEANER PRODUCTION

Grey Wolf Optimizer

(2014) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Strength, abrasion and permeation characteristics of cement concrete containing discarded rubber fine aggregates

(2014) Blessen Skariah Thomas et al.   CONSTRUCTION AND BUILDING MATERIALS

An experimental investigation of crumb rubber concrete confined by fibre reinforced polymer tubes

(2014) Osama Youssf et al.   CONSTRUCTION AND BUILDING MATERIALS

Strength reduction factors for structural rubbercrete

(2014) Bashar S. Mohammed et al.   Frontiers of Structural and Civil Engineering

Enhanced artificial intelligence for ensemble approach to predicting high performance concrete compressive strength

(2013) Jui-Sheng Chou et al.   CONSTRUCTION AND BUILDING MATERIALS

A study of the durability properties of waste tire rubber applied to self-compacting concrete

(2013) Wang Her Yung et al.   CONSTRUCTION AND BUILDING MATERIALS

Two-level and hybrid ensembles of decision trees for high performance concrete compressive strength prediction

(2013) Halil Ibrahim Erdal   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Expansion under water and drying shrinkage of rubberized concrete mixed with crumb rubber with different size

(2011) Piti Sukontasukkul et al.   CONSTRUCTION AND BUILDING MATERIALS

Compressive strength, abrasion resistance and energy absorption capacity of rubberized concretes with and without slag

(2010) Erdogan Ozbay et al.   MATERIALS AND STRUCTURES

Modeling the mechanical properties of rubberized concretes by neural network and genetic programming

(2009) Mehmet Gesoğlu et al.   MATERIALS AND STRUCTURES

Mechanical, Fracture, and Microstructural Investigations of Rubber Concrete

(2008) M. M. Reda Taha et al.   JOURNAL OF MATERIALS IN CIVIL ENGINEERING

Mechanical properties of concrete containing a high volume of tire–rubber particles

(2008) Ali R. Khaloo et al.   WASTE MANAGEMENT

Promoting the use of crumb rubber concrete in developing countries

(2007) Malek K. Batayneh et al.   WASTE MANAGEMENT