| Artificial intelligence based models for stream-flow forecasting: 2000–2015 ZM Yaseen, A El-Shafie, O Jaafar, HA Afan, KN Sayl Journal of Hydrology 530, 829-844, 2015 | 485 | 2015 |
| Machine learning methods for better water quality prediction AN Ahmed, FB Othman, HA Afan, RK Ibrahim, CM Fai, MS Hossain, ... Journal of Hydrology 578, 124084, 2019 | 406 | 2019 |
| Application of artificial intelligence (AI) techniques in water quality index prediction: a case study in tropical region, Malaysia M Hameed, SS Sharqi, ZM Yaseen, HA Afan, A Hussain, A Elshafie Neural Computing and Applications 28, 893-905, 2017 | 230 | 2017 |
| ANN based sediment prediction model utilizing different input scenarios HA Afan, A El-Shafie, ZM Yaseen, MM Hameed, WHM Wan Mohtar, ... Water resources management 29, 1231-1245, 2015 | 190 | 2015 |
| Past, present and prospect of an Artificial Intelligence (AI) based model for sediment transport prediction HA Afan, A El-shafie, WHMW Mohtar, ZM Yaseen Journal of Hydrology 541, 902-913, 2016 | 127 | 2016 |
| RBFNN versus FFNN for daily river flow forecasting at Johor River, Malaysia ZM Yaseen, A El-Shafie, HA Afan, M Hameed, WHMW Mohtar, A Hussain Neural Computing and Applications 27, 1533-1542, 2016 | 118 | 2016 |
| Water quality prediction model based support vector machine model for ungauged river catchment under dual scenarios AS Abobakr Yahya, AN Ahmed, F Binti Othman, RK Ibrahim, HA Afan, ... Water 11 (6), 1231, 2019 | 112 | 2019 |
| Towards a time and cost effective approach to water quality index class prediction JY Ho, HA Afan, AH El-Shafie, SB Koting, NS Mohd, WZB Jaafar, HL Sai, ... Journal of Hydrology 575, 148-165, 2019 | 101 | 2019 |
| Modeling the fluctuations of groundwater level by employing ensemble deep learning techniques HA Afan, A Ibrahem Ahmed Osman, Y Essam, AN Ahmed, YF Huang, ... Engineering Applications of Computational Fluid Mechanics 15 (1), 1420-1439, 2021 | 95 | 2021 |
| A hybrid bat–swarm algorithm for optimizing dam and reservoir operation ZM Yaseen, MF Allawi, H Karami, M Ehteram, S Farzin, AN Ahmed, ... Neural Computing and Applications 31, 8807-8821, 2019 | 94 | 2019 |
| Enhancement of groundwater-level prediction using an integrated machine learning model optimized by whale algorithm FB Banadkooki, M Ehteram, AN Ahmed, FY Teo, CM Fai, HA Afan, ... Natural resources research 29, 3233-3252, 2020 | 79 | 2020 |
| Input attributes optimization using the feasibility of genetic nature inspired algorithm: application of river flow forecasting HA Afan, MF Allawi, A El-Shafie, ZM Yaseen, AN Ahmed, MA Malek, ... Scientific Reports 10 (1), 4684, 2020 | 69 | 2020 |
| An improved model based on the support vector machine and cuckoo algorithm for simulating reference evapotranspiration M Ehteram, VP Singh, A Ferdowsi, SF Mousavi, S Farzin, H Karami, ... PloS one 14 (5), e0217499, 2019 | 66 | 2019 |
| Efficient river water quality index prediction considering minimal number of inputs variables F Othman, ME Alaaeldin, M Seyam, AN Ahmed, FY Teo, C Ming Fai, ... Engineering Applications of Computational Fluid Mechanics 14 (1), 751-763, 2020 | 65 | 2020 |
| Changes in climatic water availability and crop water demand for Iraq region SA Salman, S Shahid, HA Afan, MS Shiru, N Al-Ansari, ZM Yaseen Sustainability 12 (8), 3437, 2020 | 63 | 2020 |
| RBFNN-based model for heavy metal prediction for different climatic and pollution conditions A Elzwayie, A El-Shafie, ZM Yaseen, HA Afan, MF Allawi Neural Computing and Applications 28, 1991-2003, 2017 | 62 | 2017 |
| Heavy metal monitoring, analysis and prediction in lakes and rivers: state of the art A Elzwayie, HA Afan, MF Allawi, A El-Shafie Environmental Science and Pollution Research 24, 12104-12117, 2017 | 59 | 2017 |
| Experimental and numerical analysis for earth-fill dam seepage AMS Al-Janabi, AH Ghazali, YM Ghazaw, HA Afan, N Al-Ansari, ... Sustainability 12 (6), 2490, 2020 | 58 | 2020 |
| Improving the Muskingum flood routing method using a hybrid of particle swarm optimization and bat algorithm M Ehteram, F Binti Othman, Z Mundher Yaseen, H Abdulmohsin Afan, ... Water 10 (6), 807, 2018 | 57 | 2018 |
| Integrated support vector regression and an improved particle swarm optimization-based model for solar radiation prediction H Ghazvinian, SF Mousavi, H Karami, S Farzin, M Ehteram, MS Hossain, ... PLoS One 14 (5), e0217634, 2019 | 53 | 2019 |
