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

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

Rheological and the Fresh State Properties of Alkali-Activated Mortars by Blast Furnace Slag

(2021) Markssuel Teixeira Marvila et al.   Materials

Application of Novel Machine Learning Techniques for Predicting the Surface Chloride Concentration in Concrete Containing Waste Material

(2021) Ayaz Ahmad et al.   Materials

Novel Analytical Method for Mix Design and Performance Prediction of High Calcium Fly Ash Geopolymer Concrete

(2021) Chamila Gunasekara et al.   Polymers

Geopolymer Concrete Compressive Strength via Artificial Neural Network, Adaptive Neuro Fuzzy Interface System, and Gene Expression Programming With K-Fold Cross Validation

(2021) Mohsin Ali Khan et al.   Frontiers in Materials

Mechanical properties, shrinkage, and heat evolution of alkali activated fly ash concrete

(2021) Kitipong Ruengsillapanun et al.   CONSTRUCTION AND BUILDING MATERIALS

Mechanical and durability properties of alkali-activated fly ash concrete with increasing slag content

(2021) Timothy A Aiken et al.   CONSTRUCTION AND BUILDING MATERIALS

Analyzing the Compressive Strength of Ceramic Waste-Based Concrete Using Experiment and Artificial Neural Network (ANN) Approach

(2021) Hongwei Song et al.   Materials

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

Predicting the compressive strength of concrete with fly ash admixture using machine learning algorithms

(2021) Hongwei Song et al.   CONSTRUCTION AND BUILDING MATERIALS

Delithiated β−spodumene as a geopolymer precursor

(2021) A. Karrech et al.   CONSTRUCTION AND BUILDING MATERIALS

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

(2020) Waqas Ahmad et al.   Materials

Efficiency of silica-fume content in plain and natural fiber reinforced concrete for concrete road

(2020) Mehran Khan et al.   CONSTRUCTION AND BUILDING MATERIALS

Post-fire compressive strength of recycled PET aggregate concrete reinforced with steel fibers: Optimization and prediction via RSM and GEP

(2020) Mahdi Nematzadeh et al.   CONSTRUCTION AND BUILDING MATERIALS

Use of glass polishing waste in the development of ecological ceramic roof tiles by the geopolymerization process

(2020) Afonso R. G. Azevedo et al.   International Journal of Applied Ceramic Technology

Fly ash and ground granulated blast furnace slag-based alkali-activated concrete: Mechanical, transport and microstructural properties

(2020) Ankur Mehta et al.   CONSTRUCTION AND BUILDING MATERIALS

A Comparative Study of Random Forest and Genetic Engineering Programming for the Prediction of Compressive Strength of High Strength Concrete (HSC)

(2020) Furqan Farooq et al.   Applied Sciences-Basel

New Prediction Model for the Ultimate Axial Capacity of Concrete-Filled Steel Tubes: An Evolutionary Approach

(2020) Muhammad Faisal Javed et al.   Crystals

Compressive strength prediction of high-performance concrete using gradient tree boosting machine

(2020) Mosbeh R. Kaloop et al.   CONSTRUCTION AND BUILDING MATERIALS

Experimental evaluation on fiber distribution characteristics and mechanical properties of calcium carbonate whisker modified hybrid fibers reinforced cementitious composites

(2020) Chaopeng Xie et al.   CONSTRUCTION AND BUILDING MATERIALS

Efficient machine learning models for prediction of concrete strengths

(2020) Hoang Nguyen et al.   CONSTRUCTION AND BUILDING MATERIALS

Improvement in concrete behavior with fly ash, silica-fume and coconut fibres

(2019) Mehran Khan et al.   CONSTRUCTION AND BUILDING MATERIALS

Modelling uniaxial compressive strength of lightweight self-compacting concrete using random forest regression

(2019) Junfei Zhang et al.   CONSTRUCTION AND BUILDING MATERIALS

Developing GEP tree-based, neuro-swarm, and whale optimization models for evaluation of bearing capacity of concrete-filled steel tube columns

(2019) Payam Sarir et al.   ENGINEERING WITH COMPUTERS

Prediction of fresh and hardened properties of self-compacting concrete using support vector regression approach

(2019) Prasenjit Saha et al.   NEURAL COMPUTING & APPLICATIONS

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

Effect of hybrid basalt fiber length and content on properties of cementitious composites

(2019) Mehran Khan et al.   MAGAZINE OF CONCRETE RESEARCH

Evaluating engineering properties and environmental impact of pervious concrete with fly ash and slag

(2019) Xiaodan Chen et al.   JOURNAL OF CLEANER PRODUCTION

Short and mid-term sea surface temperature prediction using time-series satellite data and LSTM-AdaBoost combination approach

(2019) Changjiang Xiao et al.   REMOTE SENSING OF ENVIRONMENT

Ensemble approach based on bagging, boosting and stacking for short-term prediction in agribusiness time series

(2019) Matheus Henrique Dal Molin Ribeiro et al.   APPLIED SOFT COMPUTING

Sustainable geopolymer using lithium concentrate residues

(2019) A. Karrech et al.   CONSTRUCTION AND BUILDING MATERIALS

Linear and non-linear SVM prediction for fresh properties and compressive strength of high volume fly ash self-compacting concrete

(2019) Mohammad Azimi-Pour 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

Comparison of pore structure in alkali activated fly ash geopolymer and ordinary concrete due to alkali-silica reaction using micro-computed tomography

(2019) Mijia Yang et al.   CONSTRUCTION AND BUILDING MATERIALS

Effect of source and particle size distribution on the mechanical and microstructural properties of fly Ash-Based geopolymer concrete

(2018) Lateef N. Assi et al.   CONSTRUCTION AND BUILDING MATERIALS

Prediction model for optimized self-compacting concrete with fly ash using response surface method based on fuzzy classification

(2018) Sundari Selvaraj et al.   NEURAL COMPUTING & APPLICATIONS

Prediction of compressive strength of self-compacting concrete by ANFIS models

(2018) Behnam Vakhshouri et al.   NEUROCOMPUTING

Modeling the Fresh and Hardened Stage Properties of Self-Compacting Concrete using Random Kitchen Sink Algorithm

(2018) Dhanya Sathyan et al.   International Journal of Concrete Structures and Materials

Applications of fly ash for CO2 capture, utilization, and storage

(2018) Abdallah Dindi et al.   Journal of CO2 Utilization

Self-compacting concrete strength prediction using surrogate models

(2017) Panagiotis G. Asteris et al.   NEURAL COMPUTING & APPLICATIONS

Use of glass and nylon fibers in concrete for controlling early age micro cracking in bridge decks

(2016) Mehran Khan et al.   CONSTRUCTION AND BUILDING MATERIALS

Strength and microstructural properties of fly ash based geopolymer concrete containing high-calcium and water-absorptive aggregate

(2016) Rahimah Embong et al.   JOURNAL OF CLEANER PRODUCTION

Influence of recycled aggregate on fly ash geopolymer concrete properties

(2016) Peem Nuaklong et al.   JOURNAL OF CLEANER PRODUCTION

Prediction of properties of self-compacting concrete containing fly ash using artificial neural network

(2016) Omar Belalia Douma et al.   NEURAL COMPUTING & APPLICATIONS

Setting Time, Strength, and Bond of High-Calcium Fly Ash Geopolymer Concrete

(2015) Pattanapong Topark-Ngarm et al.   JOURNAL OF MATERIALS IN CIVIL ENGINEERING

Durability Study on High Calcium Fly Ash Based Geopolymer Concrete

(2015) Ganesan Lavanya et al.   Advances in Materials Science and Engineering

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

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

Carbon dioxide equivalent (CO2-e) emissions: A comparison between geopolymer and OPC cement concrete

(2013) Louise K. Turner 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

Predicting compressive strength of different geopolymers by artificial neural networks

(2012) Ali Nazari et al.   CERAMICS INTERNATIONAL

The effect of microwave incinerated rice husk ash on the compressive and bond strength of fly ash based geopolymer concrete

(2012) Andri Kusbiantoro et al.   CONSTRUCTION AND BUILDING MATERIALS

Impact of Alkali Silica Reaction on Fly Ash-Based Geopolymer Concrete

(2012) Kunal Kupwade-Patil et al.   JOURNAL OF MATERIALS IN CIVIL ENGINEERING

Emerging energy-efficiency and CO2 emission-reduction technologies for cement and concrete production: A technical review

(2012) Ali Hasanbeigi et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

The Benefits of Bagging for Forecast Models of Realized Volatility

(2010) Eric Hillebrand et al.   Econometric Reviews

Environmental impact of cement production: detail of the different processes and cement plant variability evaluation

(2010) C. Chen et al.   JOURNAL OF CLEANER PRODUCTION

The greening of the concrete industry

(2009) C. Meyer   CEMENT & CONCRETE COMPOSITES

Influence of NaOH solution on the synthesis of fly ash geopolymer

(2009) Ubolluk Rattanasak et al.   MINERALS ENGINEERING

A solution against well cement degradation under CO2 geological storage environment

(2008) V BARLETGOUEDARD et al.   International Journal of Greenhouse Gas Control

A life-cycle assessment of Portland cement manufacturing: comparing the traditional process with alternative technologies

(2008) Deborah N. Huntzinger et al.   JOURNAL OF CLEANER PRODUCTION