Hybrid models to improve the monthly river flow prediction: Integrating artificial intelligence and non-linear time series models F Fathian, S Mehdizadeh, AK Sales, MJS Safari Journal of Hydrology 575, 1200-1213, 2019 | 103 | 2019 |
Implementation of hybrid particle swarm optimization-differential evolution algorithms coupled with multi-layer perceptron for suspended sediment load estimation B Mohammadi, Y Guan, R Moazenzadeh, MJS Safari Catena 198, 105024, 2021 | 100 | 2021 |
Artificial neural network and regression models for flow velocity at sediment incipient deposition MJS Safari, H Aksoy, M Mohammadi Journal of Hydrology, 1420-1429, 2016 | 73 | 2016 |
Drought modeling using classic time series and hybrid wavelet-gene expression programming models S Mehdizadeh, F Ahmadi, AD Mehr, MJS Safari Journal of Hydrology 587, 125017, 2020 | 66 | 2020 |
Multigene genetic programming for sediment transport modeling in sewers for conditions of non-deposition with a bed deposit MJS Safari, AD Mehr International Journal of Sediment Research 33 (3), 262-270, 2018 | 57 | 2018 |
IHACRES, GR4J and MISD-based multi conceptual-machine learning approach for rainfall-runoff modeling B Mohammadi, MJS Safari, S Vazifehkhah Scientific Reports 12 (1), 12096, 2022 | 56 | 2022 |
Comparative assessment of time series and artificial intelligence models to estimate monthly streamflow: a local and external data analysis approach S Mehdizadeh, F Fathian, MJS Safari, JF Adamowski Journal of Hydrology 579, 124225, 2019 | 55 | 2019 |
Experimental studies of self-cleansing drainage system design: a review MJS Safari, M Mohammadi, A Ab Ghani Journal of Pipeline Systems Engineering and Practice 9 (4), 04018017, 2018 | 55 | 2018 |
Sediment transport modeling in rigid boundary open channels using generalize structure of group method of data handling MJS Safari, I Ebtehaj, H Bonakdari, MS Es-haghi Journal of Hydrology 577, 123951, 2019 | 51 | 2019 |
Combination of sensitivity and uncertainty analyses for sediment transport modeling in sewer pipes I Ebtehaj, H Bonakdari, MJS Safari, B Gharabaghi, AH Zaji, HR Madavar, ... International Journal of Sediment Research 35 (2), 157-170, 2020 | 48 | 2020 |
Developing novel hybrid models for estimation of daily soil temperature at various depths S Mehdizadeh, F Fathian, MJS Safari, A Khosravi Soil and Tillage Research 197, 104513, 2020 | 44 | 2020 |
Non-deposition self-cleansing design criteria for drainage systems MJS Safari, H Aksoy, NE Unal, M Mohammadi Journal of Hydro-environment Research 14, 76-84, 2017 | 44 | 2017 |
Pipe failure rate prediction in water distribution networks using multivariate adaptive regression splines and random forest techniques A Shirzad, MJS Safari Urban Water Journal 16 (9), 653-661, 2019 | 41 | 2019 |
Decision tree (DT), generalized regression neural network (GR) and multivariate adaptive regression splines (MARS) models for sediment transport in sewer pipes MJS Safari Water Science and Technology 79 (6), 1113-1122, 2019 | 41 | 2019 |
Iterative classifier optimizer-based pace regression and random forest hybrid models for suspended sediment load prediction SG Meshram, MJS Safari, K Khosravi, C Meshram Environmental Science and Pollution Research 28, 11637-11649, 2021 | 40 | 2021 |
Hybridization of multivariate adaptive regression splines and random forest models with an empirical equation for sediment deposition prediction in open channel flow MJS Safari Journal of Hydrology 590, 125392, 2020 | 39 | 2020 |
Experimental analysis of sediment incipient motion in rigid boundary open channels MJS Safari, H Aksoy, NE Unal, M Mohammadi Environmental Fluid Mechanics 17, 1281-1298, 2017 | 37 | 2017 |
Incipient deposition of sediment in rigid boundary open channels MJS Safari, H Aksoy, M Mohammadi Environmental Fluid Mechanics 15, 1053-1068, 2015 | 36 | 2015 |
Sediment transport modeling in open channels using neuro-fuzzy and gene expression programming techniques K Kargar, MJS Safari, M Mohammadi, S Samadianfard Water Science and Technology 79 (12), 2318-2327, 2019 | 34 | 2019 |
Rainfall-runoff modeling through regression in the reproducing kernel Hilbert space algorithm MJS Safari, SR Arashloo, AD Mehr Journal of Hydrology 587, 125014, 2020 | 33 | 2020 |