Prediction of chloride diffusivity in concrete using artificial neural network: Modelling and performance evaluation

Prediction of Chloride Distribution for Offshore Concrete Based on Statistical Analysis

(2020) Qing-feng Liu et al.   Materials

Joint shear strength models for exterior RC beam-column connections exposed to biaxial and uniaxial cyclic loading

(2020) Yasmin Murad   Journal of Building Engineering

Prediction model for compressive arch action capacity of RC frame structures under column removal scenario using gene expression programming

(2020) Iftikhar Azim et al.   Structures

Modified Lucas-Washburn function of capillary transport in the calcium silicate hydrate gel pore: A coarse-grained molecular dynamics study

(2020) Dongshuai Hou et al.   CEMENT AND CONCRETE RESEARCH

Experimental and numerical study on chloride transport in cement mortar during drying process

(2020) Kaiyue Zhao et al.   CONSTRUCTION AND BUILDING MATERIALS

Comparative performance of different bacteria immobilized in natural fibers for self-healing in concrete

(2020) Momina Rauf et al.   CONSTRUCTION AND BUILDING MATERIALS

Semi-analytical model for compressive arch action capacity of RC frame structures

(2020) Iftikhar Azim et al.   Structures

Investigation on the poor fluidity of electrically conductive cement-graphite paste: Experiment and simulation

(2019) Dengquan Wang et al.   MATERIALS & DESIGN

Hydrogen embrittlement risk control of prestressed tendons during electrochemical rehabilitation based on bidirectional electro-migration

(2019) Jianghong Mao et al.   CONSTRUCTION AND BUILDING MATERIALS

Water absorption and chloride diffusivity of concrete under the coupling effect of uniaxial compressive load and freeze–thaw cycles

(2019) Yanru Wang et al.   CONSTRUCTION AND BUILDING MATERIALS

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

(2019) Trilok Gupta et al.   MEASUREMENT

Binding capacity and diffusivity of concrete subjected to freeze-thaw and chloride attack: A numerical study

(2019) Wen-qiang Jiang et al.   OCEAN ENGINEERING

Numerical study of carbonation and its effect on chloride binding in concrete

(2019) Xiao-han Shen et al.   CEMENT & CONCRETE COMPOSITES

High performance cement composites with colloidal nano-silica

(2019) Hongjian Du et al.   CONSTRUCTION AND BUILDING MATERIALS

An analytical solution for chloride diffusion in concrete with considering binding effect

(2019) Dawang Li et al.   OCEAN ENGINEERING

Combine ingress of chloride and carbonation in marine-exposed concrete under unsaturated environment: A numerical study

(2019) Xiao-han Shen et al.   OCEAN ENGINEERING

Relationship between pore structure and chloride diffusion in cementitious materials

(2019) Yuya Sakai   CONSTRUCTION AND BUILDING MATERIALS

Effect of using metakaolin as supplementary cementitious material and recycled CRT funnel glass as fine aggregate on the durability of green self-compacting concrete

(2019) Younes Ouldkhaoua 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

Experimental and theoretical analysis on coupled effect of hydration, temperature and humidity in early-age cement-based materials

(2019) Haitao Zhao et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

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

Comparison of Mercury Intrusion Porosimetry and multi-scale X-ray CT on characterizing the microstructure of heat-treated cement mortar

(2019) Shanbin Xue et al.   MATERIALS CHARACTERIZATION

Influence of the incorporation of recycled coarse aggregate on water absorption and chloride penetration into concrete

(2019) Jiuwen Bao et al.   CONSTRUCTION AND BUILDING MATERIALS

Predicting compressive strength of lightweight foamed concrete using extreme learning machine model

(2018) Zaher Mundher Yaseen et al.   ADVANCES IN ENGINEERING SOFTWARE

Computational design optimization of concrete mixtures: A review

(2018) M.A. DeRousseau et al.   CEMENT AND CONCRETE RESEARCH

Ionic transport features in concrete composites containing various shaped aggregates: a numerical study

(2018) Qing-feng Liu et al.   COMPOSITE STRUCTURES

Optimizing asphalt mix design process using artificial neural network and genetic algorithm

(2018) Haissam Sebaaly et al.   CONSTRUCTION AND BUILDING MATERIALS

Measurement of reinforcement corrosion in concrete adopting ultrasonic tests and artificial neural network

(2018) Yidong Xu et al.   CONSTRUCTION AND BUILDING MATERIALS

A three-dimensional lattice Boltzmann method based reactive transport model to simulate changes in cement paste microstructure due to calcium leaching

(2018) Ravi A. Patel et al.   CONSTRUCTION AND BUILDING MATERIALS

Quantification of leaching kinetics in OPC mortars via a mesoscale model

(2018) S.C. Seetharam et al.   CONSTRUCTION AND BUILDING MATERIALS

Artificial neural network based modelling approach for strength prediction of concrete incorporating agricultural and construction wastes

(2018) Mulusew Aderaw Getahun et al.   CONSTRUCTION AND BUILDING MATERIALS

Predicting the compressive strength of silica fume concrete using hybrid artificial neural network with multi-objective grey wolves

(2018) Ali Behnood et al.   JOURNAL OF CLEANER PRODUCTION

Multi-phase modelling of electrochemical rehabilitation for ASR and chloride affected concrete composites

(2018) Li-xuan Mao et al.   COMPOSITE STRUCTURES

Influence of cracks on chloride diffusivity in concrete: A five-phase mesoscale model approach

(2018) Jianxin Peng et al.   CONSTRUCTION AND BUILDING MATERIALS

Durability of sustainable concrete subjected to elevated temperature – A review

(2018) Shazim Ali Memon et al.   CONSTRUCTION AND BUILDING MATERIALS

Statistical modelling of the influential factors on chloride penetration in concrete

(2017) Ana Silva et al.   MAGAZINE OF CONCRETE RESEARCH

Prediction of chloride diffusion in cement mortar using Multi-Gene Genetic Programming and Multivariate Adaptive Regression Splines

(2017) Nhat-Duc Hoang et al.   MEASUREMENT

Diffusivity of saturated ordinary Portland cement-based materials: A critical review of experimental and analytical modelling approaches

(2016) Ravi A. Patel et al.   CEMENT AND CONCRETE RESEARCH

Improvement in concrete resistance against water and chloride ingress by adding graphene nanoplatelet

(2016) Hongjian Du et al.   CEMENT AND CONCRETE RESEARCH

Long-term chloride migration coefficient in slag cement-based concrete and resistivity as an alternative test method

(2016) R. van Noort et al.   CONSTRUCTION AND BUILDING MATERIALS

Time-Dependent and Stress-Dependent Chloride Diffusivity of Concrete Subjected to Sustained Compressive Loading

(2016) Hai-Long Wang et al.   JOURNAL OF MATERIALS IN CIVIL ENGINEERING

Prediction of chloride content in concrete using ANN and CART

(2016) Mohammadreza Seify Asghshahr et al.   MAGAZINE OF CONCRETE RESEARCH

Assessment of artificial neural network and genetic programming as predictive tools

(2015) Amir H. Gandomi et al.   ADVANCES IN ENGINEERING SOFTWARE

Prediction of long-term chloride diffusion in silica fume concrete in a marine environment

(2015) Atiye Farahani et al.   CEMENT & CONCRETE COMPOSITES

A model to estimate the durability performance of both normal and light-weight concrete

(2015) Xuemei Liu et al.   CONSTRUCTION AND BUILDING MATERIALS

Comparative investigation on the influence of spent foundry sand as partial replacement of fine aggregates on the properties of two grades of concrete

(2015) Rafat Siddique et al.   CONSTRUCTION AND BUILDING MATERIALS

A three-phase, multi-component ionic transport model for simulation of chloride penetration in concrete

(2015) Qing-feng Liu et al.   ENGINEERING STRUCTURES

Computational investigation of capillary absorption in concrete using a three-dimensional mesoscale approach

(2014) S. Dehghanpoor Abyaneh et al.   COMPUTATIONAL MATERIALS SCIENCE

Regression versus artificial neural networks: Predicting pile setup from empirical data

(2014) Bashar Tarawneh et al.   KSCE Journal of Civil Engineering

Modelling the diffusivity of mortar and concrete using a three-dimensional mesostructure with several aggregate shapes

(2013) S. Dehghanpoor Abyaneh et al.   COMPUTATIONAL MATERIALS SCIENCE

An integrated approach for optimum design of HPC mix proportion using genetic algorithm and artificial neural networks

(2013) Rattapoohm Parichatprecha et al.   Computers and Concrete

Prediction of chloride permeability of concretes containing ground pozzolans by artificial neural networks

(2013) S. Inthata et al.   MATERIALS AND STRUCTURES

Using ANN and ANFIS to predict the mechanical and chloride permeability properties of concrete containing GGBFS and CNI

(2012) Ahmet Raif Boğa et al.   COMPOSITES PART B-ENGINEERING

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

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

Prediction of compressive strength of concrete containing construction and demolition waste using artificial neural networks

(2012) Adriana Trocoli Abdon Dantas et al.   CONSTRUCTION AND BUILDING MATERIALS

Multi-phase modelling of ionic transport in concrete when subjected to an externally applied electric field

(2012) Qing-feng Liu et al.   ENGINEERING STRUCTURES

Novel Approach to Strength Modeling of Concrete under Triaxial Compression

(2012) Amir Hossein Gandomi et al.   JOURNAL OF MATERIALS IN CIVIL ENGINEERING

The assessment of carbonation effect on chloride diffusion in concrete based on artificial neural network model

(2012) Ali Delnavaz et al.   MAGAZINE OF CONCRETE RESEARCH

Predicting properties of High Performance Concrete containing composite cementitious materials using Artificial Neural Networks

(2011) Mohammad Iqbal Khan   AUTOMATION IN CONSTRUCTION

Effects of granulated blast furnace slag and superplasticizer type on the fresh properties and compressive strength of self-compacting concrete

(2011) Othmane Boukendakdji et al.   CEMENT & CONCRETE COMPOSITES

Mix proportions for HPC incorporating multi-cementitious composites using artificial neural networks

(2011) Mohammad Iqbal Khan   CONSTRUCTION AND BUILDING MATERIALS

A multi-phase model for predicting the effective diffusion coefficient of chlorides in concrete

(2011) Long-Yuan Li et al.   CONSTRUCTION AND BUILDING MATERIALS

Durability of steel reinforced concrete in chloride environments: An overview

(2011) Xianming Shi et al.   CONSTRUCTION AND BUILDING MATERIALS

Prediction of FRP-confined compressive strength of concrete using artificial neural networks

(2010) H. Naderpour et al.   COMPOSITE STRUCTURES

Nonlinear Genetic-Based Models for Prediction of Flow Number of Asphalt Mixtures

(2010) Amir Hossein Gandomi et al.   JOURNAL OF MATERIALS IN CIVIL ENGINEERING

Correlation between compressive strength and certain durability indices of plain and blended cement concretes

(2009) Omar S. Baghabra Al-Amoudi et al.   CEMENT & CONCRETE COMPOSITES

Long-term chloride diffusion in silica fume concrete in harsh marine climates

(2009) Mohammad Shekarchi et al.   CEMENT & CONCRETE COMPOSITES

Evaluation of chloride penetration in high performance concrete using neural network algorithm and micro pore structure

(2009) Ha-Won Song et al.   CEMENT AND CONCRETE RESEARCH

Prediction of time dependent chloride transport in concrete structures exposed to a marine environment

(2009) Seung-Woo Pack et al.   CEMENT AND CONCRETE RESEARCH

Neural networks for predicting compressive strength of structural light weight concrete

(2009) Marai M. Alshihri 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

Predicting the compressive strength of ground granulated blast furnace slag concrete using artificial neural network

(2008) Cahit Bilim et al.   ADVANCES IN ENGINEERING SOFTWARE

Prediction of compressive strength of concretes containing metakaolin and silica fume by artificial neural networks

(2008) Mustafa Sarıdemir   ADVANCES IN ENGINEERING SOFTWARE

An improved application technique of the adaptive probabilistic neural network for predicting concrete strength

(2008) Jong Jae Lee et al.   COMPUTATIONAL MATERIALS SCIENCE

Analysis of durability of high performance concrete using artificial neural networks

(2008) R. Parichatprecha et al.   CONSTRUCTION AND BUILDING MATERIALS

Surface treatment of reinforced concrete in marine environment: Influence on chloride diffusion coefficient and capillary water absorption

(2008) M.H.F. Medeiros et al.   CONSTRUCTION AND BUILDING MATERIALS

Factors influencing chloride transport in concrete structures exposed to marine environments

(2007) Ha-Won Song et al.   CEMENT & CONCRETE COMPOSITES

Estimation of chloride permeability of concretes by empirical modeling: Considering effects of cement type, curing condition and age

(2007) Erhan Güneyisi et al.   CONSTRUCTION AND BUILDING MATERIALS

Effect of Curing Conditions on the Service Life Design of RC Structures in the Persian Gulf Region

(2007) R. Alizadeh et al.   JOURNAL OF MATERIALS IN CIVIL ENGINEERING

Study on strength and corrosion performance for steel embedded in metakaolin blended concrete/mortar

(2006) Anand Kuber Parande et al.   CONSTRUCTION AND BUILDING MATERIALS