Krzysztof Adam Ostrowski

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

Hongwei Song, Ayaz Ahmad, Furqan Farooq et al. · Construction and Building Materials · 2021 · 344 citations · Full text

Engineering, Machine Learning, Machine Learning Algorithms +20

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

Ayaz Ahmad, Furqan Farooq, Paweł Niewiadomski et al. · Materials · 2021 · 252 citations · Full text

Comparative Study of Supervised Machine Learning Algorithms for Predicting the Compressive Strength of Concrete at High Temperature

Ayaz Ahmad, Krzysztof Adam Ostrowski, Mariusz Maślak et al. · Materials · 2021 · 201 citations · Full text

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