| Comparative study of supervised machine learning algorithms for predicting the compressive strength of concrete at high temperature A Ahmad, KA Ostrowski, M Maślak, F Farooq, I Mehmood, A Nafees Materials 14 (15), 4222, 2021 | 170 | 2021 |
| Predictive modeling of mechanical properties of silica fume-based green concrete using artificial intelligence approaches: MLPNN, ANFIS, and GEP A Nafees, MF Javed, S Khan, K Nazir, F Farooq, F Aslam, MA Musarat, ... Materials 14 (24), 7531, 2021 | 141 | 2021 |
| Modeling of mechanical properties of silica fume-based green concrete using machine learning techniques A Nafees, MN Amin, K Khan, K Nazir, M Ali, MF Javed, F Aslam, ... Polymers 14 (1), 30, 2021 | 99 | 2021 |
| Forecasting the mechanical properties of plastic concrete employing experimental data using machine learning algorithms: DT, MLPNN, SVM, and RF A Nafees, S Khan, MF Javed, R Alrowais, AM Mohamed, A Mohamed, ... Polymers 14 (8), 1583, 2022 | 81 | 2022 |
| Comparative study of mechanical properties between irradiated and regular plastic waste as a replacement of cement and fine aggregate for manufacturing of green concrete T Liu, A Nafees, MF Javed, F Aslam, H Alabduljabbar, JJ Xiong, MI Khan, ... Ain Shams Engineering Journal 13 (2), 101563, 2022 | 44 | 2022 |
| New SHapley additive exPlanations (SHAP) approach to evaluate the raw materials interactions of steel-fiber-reinforced concrete M Anjum, K Khan, W Ahmad, A Ahmad, MN Amin, A Nafees Materials 15 (18), 6261, 2022 | 33 | 2022 |
| A comprehensive GEP and MEP analysis of a cement-based concrete containing metakaolin MI Faraz, SU Arifeen, MN Amin, A Nafees, F Althoey, A Niaz Structures 53, 937-948, 2023 | 26 | 2023 |
| Application of ensemble machine learning methods to estimate the compressive strength of fiber-reinforced nano-silica modified concrete M Anjum, K Khan, W Ahmad, A Ahmad, MN Amin, A Nafees Polymers 14 (18), 3906, 2022 | 24 | 2022 |
| FE modelling and analysis of beam column joint using reactive powder concrete A Nafees, MF Javed, MA Musarat, M Ali, F Aslam, NI Vatin Crystals 11 (11), 1372, 2021 | 17 | 2021 |
| In-depth analysis of cement-based material incorporating metakaolin using individual and ensemble machine learning approaches AMR Bulbul, K Khan, A Nafees, MN Amin, W Ahmad, M Usman, S Nazar, ... Materials 15 (21), 7764, 2022 | 14 | 2022 |
| Plastic concrete mechanical properties prediction based on experimental data A Nafees, F Althoey, MA Sikandar, SH Alyami, MF Rehman, MF Javed, ... Case Studies in Construction Materials 18, e01831, 2023 | 11 | 2023 |
| Predictive modeling of mechanical properties of silica fume-based green concrete using artificial intelligence approaches: MLPNN, ANFIS, and GEP. Materials 14 (24), 7531 A Nafees, MF Javed, S Khan, K Nazir, F Farooq, F Aslam, NI Vatin | 6 | 2021 |
| Predictive modeling of mechanical properties of silica fume-based green concrete using artificial intelligence approaches MLPNN, ANFIS and GEP, Mat. 14 (2021) A Nafees, MF Javed, S Khan, K Nazir, F Farooq, F Aslam, MA Musarat, ... | 6 | 2021 |
| FE Modelling and Analysis of Beam Column Joint Using Reactive Powder Concrete. Crystals 2021, 11, 1372 A Nafees, MF Javed, MA Musarat, M Ali, F Aslam, NI Vatin s Note: MDPI stays neutral with regard to jurisdictional claims in published …, 2021 | 1 | 2021 |
