Muhammad Iftikhar Faraz

Prediction of Mechanical Properties of Fly-Ash/Slag-Based Geopolymer Concrete Using Ensemble and Non-Ensemble Machine-Learning Techniques

Muhammad Nasir Amin, Kaffayatullah Khan, Muhammad Faisal Javed et al. · Materials · 2022 · 64 citations · Full text

Computing, Civil Engineering, Materials Engineering +17

Compressive Strength Estimation of Geopolymer Composites through Novel Computational Approaches

Muhammad Nasir Amin, Kaffayatullah Khan, Waqas Ahmad et al. · Polymers · 2022 · 55 citations · Full text

Computing, Materials Engineering, Materials Science +17

Split Tensile Strength Prediction of Recycled Aggregate-Based Sustainable Concrete Using Artificial Intelligence Methods

Muhammad Nasir Amin, Ayaz Ahmad, Kaffayatullah Khan et al. · Materials · 2022 · 45 citations · Full text

Architecture, Civil Engineering, Materials Engineering +17

Evaluating the Strength and Impact of Raw Ingredients of Cement Mortar Incorporating Waste Glass Powder Using Machine Learning and SHapley Additive ExPlanations (SHAP) Methods

Hassan Ali Alkadhim, Muhammad Nasir Amin, Waqas Ahmad et al. · Materials · 2022 · 43 citations · Full text

Computing, Materials Engineering, Materials Science +17

Prediction of Strength and CBR Characteristics of Chemically Stabilized Coal Gangue: ANN and Random Forest Tree Approach

Muhammad Nasir Amin, Mudassir Iqbal, Mohammed Ashfaq et al. · Materials · 2022 · 41 citations · Full text

Engineering, Civil Engineering, Mining Engineering +13