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

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

(2021) Ayaz Ahmad et al.   Materials

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

Uniaxial Tensile Behavior, Flexural Properties, Empirical Calculation and Microstructure of Multi-Scale Fiber Reinforced Cement-Based Material at Elevated Temperature

(2021) Li Li 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

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

Fly Ash-Based Eco-Efficient Concretes: A Comprehensive Review of the Short-Term Properties

(2021) Mugahed Amran et al.   Materials

Hybrid fiber concrete with different basalt fiber length and content

(2021) Mehran Khan et al.   Structural Concrete

A scientometric review of waste material utilization in concrete for sustainable construction

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

Sustainable approach of using sugarcane bagasse ash in cement-based composites: A systematic review

(2021) Waqas Ahmad 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

Analyzing the compressive strength of green fly ash based geopolymer concrete using experiment and machine learning approaches

(2020) Khoa Tan Nguyen et al.   CONSTRUCTION AND BUILDING MATERIALS

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

Selected machine learning approaches for predicting the interfacial bond strength between FRPs and concrete

(2020) Miao Su et al.   CONSTRUCTION AND BUILDING MATERIALS

Research progress on CNTs/CNFs-modified cement-based composites – A review

(2019) Tao Shi et al.   CONSTRUCTION AND BUILDING MATERIALS

Supplementary cementitious materials: New sources, characterization, and performance insights

(2019) Maria C.G. Juenger et al.   CEMENT AND CONCRETE RESEARCH

Improved landslide assessment using support vector machine with bagging, boosting, and stacking ensemble machine learning framework in a mountainous watershed, Japan

(2019) Jie Dou et al.   Landslides

Influence of Coarse Aggregates and Silica Fume on the Mechanical Properties, Durability, and Microstructure of Concrete

(2019) Seong Soo Kim et al.   Materials

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

Mixture design of self-levelling ultra-high performance FRC

(2019) S.H. Chu et al.   CONSTRUCTION AND BUILDING MATERIALS

Life cycle assessment of the reuse of fly ash from biomass combustion as secondary cementitious material in cement products

(2019) Lorenzo Tosti et al.   JOURNAL OF CLEANER PRODUCTION

Effectiveness of hair and wave polypropylene fibers for concrete roads

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

Effect of super plasticizer on the properties of medium strength concrete prepared with coconut fiber

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

The development of a low carbon binder produced from the ternary blending of cement, ground granulated blast furnace slag and high calcium fly ash: An experimental and statistical approach

(2018) Ali Abdulhussein Shubbar et al.   CONSTRUCTION AND BUILDING MATERIALS

Durability properties of structural concretes containing secondary cementitious materials

(2018) Kefei Li et al.   Green Materials

Characteristics and Applications of Sugar Cane Bagasse Ash Waste in Cementitious Materials

(2018) Qing Xu et al.   Materials

Extending supplementary cementitious material resources: Reclaimed and remediated fly ash and natural pozzolans

(2017) Ivan Diaz-Loya et al.   CEMENT & CONCRETE COMPOSITES

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

Direct mineral carbonation of coal fly ash for CO 2 sequestration

(2016) Rushendra Revathy Tamilselvi Dananjayan et al.   JOURNAL OF CLEANER PRODUCTION

High-performance fiber-reinforced concrete: a review

(2016) Vahid Afroughsabet et al.   JOURNAL OF MATERIALS SCIENCE

Assessment of artificial neural network and genetic programming as predictive tools

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

A laboratory-scale study of the aqueous mineral carbonation of coal fly ash for CO2 sequestration

(2015) N.L. Ukwattage et al.   JOURNAL OF CLEANER PRODUCTION

Supplementary cementitious materials

(2011) Barbara Lothenbach et al.   CEMENT AND CONCRETE RESEARCH

Durability properties of micro-cracked ECC containing high volumes fly ash

(2009) Mustafa Şahmaran et al.   CEMENT AND CONCRETE RESEARCH