Panuwat Joyklad

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

Ayaz Ahmad, Waqas Ahmad, Fahid Aslam et al. · Case Studies in Construction Materials · 2021 · 292 citations · Full text

Geotechnical Engineering, Engineering, Bagging Model +15

Prediction of Geopolymer Concrete Compressive Strength Using Novel Machine Learning Algorithms

Ayaz Ahmad, Waqas Ahmad, Krisada Chaiyasarn et al. · Polymers · 2021 · 142 citations · Full text

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

Waqas Ahmad, Ayaz Ahmad, Krzysztof Adam Ostrowski et al. · Materials · 2021 · 126 citations · Full text

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

Haihua Yang, Liang Liu, Yang Wu et al. · Case Studies in Construction Materials · 2021 · 117 citations · Full text

Engineering, Cement Manufacture, Green Building +21

Predicting the Mechanical Properties of RCA-Based Concrete Using Supervised Machine Learning Algorithms

Meijun Shang, Hejun Li, Ayaz Ahmad et al. · Materials · 2022 · 104 citations · Full text