| An integrated statistical-machine learning approach for runoff prediction AK Singh, P Kumar, R Ali, N Al-Ansari, DK Vishwakarma, KS Kushwaha, ... Sustainability 14 (13), 8209, 2022 | 73 | 2022 |
| A novel hybrid algorithms for groundwater level prediction M Saroughi, E Mirzania, DK Vishwakarma, S Nivesh, KC Panda, ... Iranian Journal of Science and Technology, Transactions of Civil Engineering …, 2023 | 32 | 2023 |
| A novel hybrid AIG-SVR model for estimating daily reference evapotranspiration E Mirzania, DK Vishwakarma, QAT Bui, SS Band, R Dehghani Arabian Journal of Geosciences 16 (5), 301, 2023 | 30 | 2023 |
| Atmosphere air temperature forecasting using the honey badger optimization algorithm: on the warmest and coldest areas of the world J Zhou, D Wang, SS Band, E Mirzania, T Roshni Engineering Applications of Computational Fluid Mechanics 17 (1), 2174189, 2023 | 23 | 2023 |
| Hybrid support vector regression models with algorithm of innovative gunner for the simulation of groundwater level T Roshni, E Mirzania, M Hasanpour Kashani, QAT Bui, S Shamshirband Acta Geophysica 70 (4), 1885-1898, 2022 | 20 | 2022 |
| Impact of wavelet on accuracy of estimated models in rainfall-runoff modeling (Case study: Sufi Chay) E Mirzania, H Malek Ahmadi, Y Shahmohammadi, A Ebrahim Zadeh Water and Soil Management and Modelling 1 (3), 67-79, 2021 | 9 | 2021 |
| Shannon entropy of performance metrics to choose the best novel hybrid algorithm to predict groundwater level (case study: Tabriz plain, Iran) M Saroughi, E Mirzania, M Achite, OM Katipoğlu, M Ehteram Environmental Monitoring and Assessment 196 (3), 227, 2024 | 7 | 2024 |
| A novel hybrid AIG-SVR model for estimating daily reference evapotranspiration. Arab J Geosci 16: 301 E Mirzania, DK Vishwakarma, QAT Bui, SS Band, R Dehghani | 7 | 2023 |
| A comparative survey between cascade correlation neural network (CCNN) and feedforward neural network (FFNN) machine learning models for forecasting suspended sediment … B Joshi, VK Singh, DK Vishwakarma, MA Ghorbani, S Kim, S Gupta, ... Scientific Reports 14 (1), 10638, 2024 | 6 | 2024 |
| Hybrid COOT-ANN: a novel optimization algorithm for prediction of daily crop reference evapotranspiration in Australia E Mirzania, MH Kashani, G Golmohammadi, OR Ibrahim, M Saroughi Theoretical and Applied Climatology 154 (1), 201-218, 2023 | 6 | 2023 |
| Enhancement groundwater level prediction using hybrid ANN-HHO model: case study (Shabestar Plain in Iran) E Mirzania, MA Ghorbani, E Asadi Arabian Journal of Geosciences 16 (8), 464, 2023 | 6 | 2023 |
| Forecasting of lake water level based on a hybrid model of innovative gunner algorithm E Mirzania, T Roshni, MH Kashani, B Bickici, OR Ibrahim Acta Geophysica 72 (4), 2695-2713, 2024 | 4 | 2024 |
| Application of machine learning technique for rainfall-runoff modelling of highly dynamic watersheds AK Singh, P Kumar, R Ali, N Al-Ansari, DK Vishwakarma, KS Kushwaha, ... Preprints, 2022 | 3 | 2022 |
| River Water temperature prediction using a hybrid model based on Variational Mode Decomposition (VMD) and outlier robust Extreme Learning Machine E Mirzania, T Roshni, MA Ghorbani, S Heddam Environmental Processes 11 (3), 39, 2024 | 2 | 2024 |
| Daily evapotranspiration modeling using regression and intelligent models (Case Study) E Mirzania, ZA Ebrahim IRANIAN WATER RESEARCH JOURNAL 16 (144002048), 49-62, 2022 | 2 | 2022 |
| Assessing the performance of various infiltration models to improve water management practices DK Vishwakarma, D Yadav, R Kumar, R Kumar, SA Bhat, E Mirzania, ... Paddy and Water Environment, 1-17, 2024 | 1 | 2024 |
| Prediction of monthly groundwater level using a new hybrid intelligent approach in the Tabriz plain, Iran E Mirzania, M Achite, N Elshaboury, OM Katipoğlu, M Saroughi Neural Computing and Applications, 1-16, 2024 | 1 | 2024 |
| Evaluate effect of 126 pre-processing methods on various artificial intelligence models accuracy versus normal mode to predict groundwater level (case study: Hamedan-Bahar … M Saroughi, E Mirzania, M Achite, OM Katipoğlu, N Al-Ansari, ... Heliyon 10 (7), 2024 | | 2024 |
| Temporal-spatial modeling of precipitation using an approach based on MLR, ANN, HBA-ANN hybrid algorithm K Zehsaz, S Darbandi, E Mirzania Water and soil Management and Modeling, 4 (3), 113 132, 113-132, 2024 | | 2024 |
| مدلسازی فرآیند تبخیر-تعرق روزانه با استفاده از مدلهای رگرسیونی و هوشمند ملک احمدی, میرزانیا, خسروی, ابراهیمزاده پژوهش آب ایران 16 (1), 49-62, 2022 | | 2022 |
