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 · 365 citations · Full text

Architecture, Materials Engineering, Materials Science +17

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

Ayaz Ahmad, Furqan Farooq, Paweł Niewiadomski et al. · Materials · 2021 · 262 citations · Full text

Computing, Civil Engineering, Materials Engineering +17

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 · 213 citations · Full text

Computing, Materials Engineering, Materials Science +17

Prediction of Geopolymer Concrete Compressive Strength Using Novel Machine Learning Algorithms

Ayaz Ahmad, Waqas Ahmad, Krisada Chaiyasarn et al. · Polymers · 2021 · 154 citations · Full text

Engineering, Civil Engineering, Materials Engineering +17

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 · 138 citations · Full text

Computing, Materials Engineering, Materials Science +17