Afnan Nafees

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

Predictive Modeling of Mechanical Properties of Silica Fume-Based Green Concrete Using Artificial Intelligence Approaches: MLPNN, ANFIS, and GEP

Afnan Nafees, Muhammad Faisal Javed, Sherbaz Khan et al. · Materials · 2021 · 156 citations · Full text

Engineering, Civil Engineering, Materials Engineering +17

Forecasting the Mechanical Properties of Plastic Concrete Employing Experimental Data Using Machine Learning Algorithms: DT, MLPNN, SVM, and RF

Afnan Nafees, Sherbaz Khan, Muhammad Faisal Javed et al. · Polymers · 2022 · 128 citations · Full text

Computing, Civil Engineering, Materials Engineering +17

Modeling of Mechanical Properties of Silica Fume-Based Green Concrete Using Machine Learning Techniques

Afnan Nafees, Muhammad Nasir Amin, Kaffayatullah Khan et al. · Polymers · 2021 · 119 citations · Full text

Computing, Materials Engineering, Materials Science +17

New SHapley Additive ExPlanations (SHAP) Approach to Evaluate the Raw Materials Interactions of Steel-Fiber-Reinforced Concrete

M. Reshma Anjum, Kaffayatullah Khan, Waqas Ahmad et al. · Materials · 2022 · 61 citations · Full text

Computing, Civil Engineering, Materials Engineering +17