Predictive modeling of swell-strength of expansive soils using artificial intelligence approaches: ANN, ANFIS and GEP FE Jalal, Y Xu, M Iqbal, MF Javed, B Jamhiri Journal of Environmental Management 289, 112420, 2021 | 167 | 2021 |
Prediction of rapid chloride penetration resistance of metakaolin based high strength concrete using light GBM and XGBoost models by incorporating SHAP analysis AA Alabdullah, M Iqbal, M Zahid, K Khan, MN Amin, FE Jalal Construction and Building Materials 345, 128296, 2022 | 127 | 2022 |
Predicting the compaction characteristics of expansive soils using two genetic programming-based algorithms FE Jalal, Y Xu, M Iqbal, B Jamhiri, MF Javed Transportation Geotechnics 30, 100608, 2021 | 115 | 2021 |
Computational AI prediction models for residual tensile strength of GFRP bars aged in the alkaline concrete environment M Iqbal, D Zhang, FE Jalal, MF Javed Ocean Engineering 232, 109134, 2021 | 99 | 2021 |
A novel integrated approach of augmented grey wolf optimizer and ANN for estimating axial load carrying-capacity of concrete-filled steel tube columns A Bardhan, R Biswas, N Kardani, M Iqbal, P Samui, MP Singh, PG Asteris Construction and Building Materials 337, 127454, 2022 | 78 | 2022 |
Evaluation of tensile strength degradation of GFRP rebars in harsh alkaline conditions using non-linear genetic-based models M Iqbal, Q Zhao, D Zhang, FE Jalal, A Jamal Materials and Structures 54, 1-20, 2021 | 61 | 2021 |
Effective use of recycled waste PET in cementitious grouts for developing sustainable semi-flexible pavement surfacing using artificial neural network (ANN) MI Khan, MH Sutanto, K Khan, M Iqbal, MB Napiah, SE Zoorob, JJ Klemeš, ... Journal of Cleaner Production 340, 130840, 2022 | 59 | 2022 |
Application of 3-algorithm ANN programming to predict the strength performance of hydrated-lime activated rice husk ash treated soil KC Onyelowe, M Iqbal, FE Jalal, ME Onyia, IC Onuoha Multiscale and Multidisciplinary Modeling, Experiments and Design 4, 259-274, 2021 | 57 | 2021 |
Estimating compressive strength of lightweight foamed concrete using neural, genetic and ensemble machine learning approaches BA Salami, M Iqbal, A Abdulraheem, FE Jalal, W Alimi, A Jamal, ... Cement and Concrete Composites 133, 104721, 2022 | 50 | 2022 |
Smart computing models of California bearing ratio, unconfined compressive strength, and resistance value of activated ash-modified soft clay soil with adaptive neuro-fuzzy … M Iqbal, KC Onyelowe, FE Jalal Multiscale and Multidisciplinary Modeling, Experiments and Design 4 (3), 207-225, 2021 | 48 | 2021 |
Durability evaluation of GFRP rebars in harsh alkaline environment using optimized tree-based random forest model M Iqbal, D Zhang, FE Jalal Journal of Ocean Engineering and Science 7 (6), 596-606, 2022 | 42 | 2022 |
Recent advances in expansive soil stabilization using admixtures: current challenges and opportunities U Zada, A Jamal, M Iqbal, SM Eldin, M Almoshaogeh, SR Bekkouche, ... Case Studies in Construction Materials 18, e01985, 2023 | 40 | 2023 |
Fractal approach in expansive clay-based materials with special focus on compacted GMZ bentonite in nuclear waste disposal: A systematic review FE Jalal, Y Xu, X Li, B Jamhiri, M Iqbal Environmental Science and Pollution Research 28, 43287-43314, 2021 | 36 | 2021 |
Performance evaluation of plastic concrete modified with e-waste plastic as a partial replacement of coarse aggregate F Ahmad, A Jamal, KM Mazher, W Umer, M Iqbal Materials 15 (1), 175, 2021 | 34 | 2021 |
GIS‐Based Soft Computing Models for Landslide Susceptibility Mapping: A Case Study of Pithoragarh District, Uttarakhand State, India TH Tran, ND Dam, FE Jalal, N Al-Ansari, LS Ho, TV Phong, M Iqbal, ... Mathematical problems in Engineering 2021 (1), 9914650, 2021 | 31 | 2021 |
Ensemble tree-based approach towards flexural strength prediction of frp reinforced concrete beams MN Amin, M Iqbal, K Khan, MG Qadir, FI Shalabi, A Jamal Polymers 14 (7), 1303, 2022 | 30 | 2022 |
On random subspace optimization-based hybrid computing models predicting the california bearing ratio of soils DK Trong, BT Pham, FE Jalal, M Iqbal, PC Roussis, A Mamou, ... Materials 14 (21), 6516, 2021 | 27 | 2021 |
Selected AI optimization techniques and applications in geotechnical engineering KC Onyelowe, FF Mojtahedi, AM Ebid, A Rezaei, KJ Osinubi, ... Cogent Engineering 10 (1), 2153419, 2023 | 26 | 2023 |
Metaheuristics for traffic control and optimization: Current challenges and prospects A Jamal, HM Al-Ahmadi, FM Butt, M Iqbal, M Almoshaogeh, S Ali Search Algorithm-Essence of Optimization, 2021 | 25 | 2021 |
Soft computing approaches towards tensile strength estimation of GFRP rebars subjected to alkaline-concrete environment MR Kaloop, P Samui, M Iqbal, JW Hu Case Studies in Construction Materials 16, e00955, 2022 | 23 | 2022 |