| Prediction of sediment transport rates in gravel-bed rivers using Gaussian process regression K Roushangar, S Shahnazi Journal of Hydroinformatics 22 (2), 249-262, 2020 | 55 | 2020 |
| Bed load prediction in gravel-bed rivers using wavelet kernel extreme learning machine and meta-heuristic methods K Roushangar, S Shahnazi International journal of environmental science and technology 16, 8197-8208, 2019 | 27 | 2019 |
| Hydraulic performance of PK weirs based on experimental study and kernel-based modeling K Roushangar, M Majedi Asl, S Shahnazi Water Resources Management 35, 3571-3592, 2021 | 25 | 2021 |
| Determination of influential parameters for prediction of total sediment loads in mountain rivers using kernel-based approaches K Roushangar, S Shahnazi Journal of Mountain Science 17 (2), 480-491, 2020 | 19 | 2020 |
| An efficient hybrid grey wolf optimization-based KELM approach for prediction of the discharge coefficient of submerged radial gates K Roushangar, S Shahnazi, AA Sadaghiani Soft Computing 27 (7), 3623-3640, 2023 | 17 | 2023 |
| Towards design of compound channels with minimum overall cost through grey wolf optimization algorithm K Roushangar, A Nouri, S Shahnazi, HM Azamathulla Journal of Hydroinformatics 23 (5), 985-999, 2021 | 15 | 2021 |
| Monitoring and prediction of land use/land cover changes and water requirements in the basin of the Urmia Lake, Iran K Roushangar, MT Aalami, H Golmohammadi, S Shahnazi Water Supply 23 (6), 2299-2312, 2023 | 12 | 2023 |
| Novel application of robust GWO-KELM model in predicting discharge coefficient of radial gates: a field data-based analysis K Roushangar, A Alirezazadeh Sadaghiani, S Shahnazi Journal of Hydroinformatics 25 (2), 275-299, 2023 | 10 | 2023 |
| Partitioning strategy for investigating the prediction capability of bed load transport under varied hydraulic conditions: Application of robust GWO-kernel-based ELM approach K Roushangar, S Shahnazi, HM Azamathulla Flow Measurement and Instrumentation 84, 102136, 2022 | 10 | 2022 |
| Insights into the prediction capability of roughness coefficient in current ripple bedforms under varied hydraulic conditions K Roushangar, S Shahnazi Journal of Hydroinformatics 23 (6), 1182-1196, 2021 | 10 | 2021 |
| Temporal prediction of dissolved oxygen based on CEEMDAN and multi-strategy LSTM hybrid model K Roushangar, S Davoudi, S Shahnazi Environmental Earth Sciences 83 (6), 158, 2024 | 7 | 2024 |
| The potential of novel hybrid SBO-based long short-term memory network for prediction of dissolved oxygen concentration in successive points of the Savannah River, USA K Roushangar, S Davoudi, S Shahnazi Environmental Science and Pollution Research 30 (16), 46960-46978, 2023 | 7 | 2023 |
| Vulnerability assessment of power transmission towers affected by land subsidence via interferometric synthetic aperture radar technique and finite element method analysis: a … A Farshbaf, MN Mousavi, S Shahnazi Environment, Development and Sustainability 26 (4), 10845-10864, 2024 | 6 | 2024 |
| Evaluating the performance of data-driven methods for prediction of total sediment load in gravel-bed rivers K Roushangar, S Shahnazi Iranian Journal of Soil and Water Research 50 (6), 1467-1477, 2019 | 6 | 2019 |
| Kernel-based modeling K Roushangar, R Ghasempour, S Shahnazi Handbook of Hydroinformatics, 267-281, 2023 | 4 | 2023 |
| Sediment transport modeling through machine learning methods: review of current challenges and strategies K Roushangar, S Shahnazi, HM Azamathulla River dynamics and flood hazards: studies on risk and mitigation, 223-240, 2022 | 4 | 2022 |
| Data-intelligence approaches for comprehensive assessment of discharge coefficient prediction in cylindrical weirs: Insights from extensive experimental data sets K Roushangar, S Shahnazi, A Mehrizad Measurement 233, 114673, 2024 | 3 | 2024 |
| The effect of triangular prismatic elements on the hydraulic performance of stepped spillways in the skimming flow regime: an experimental study and numerical modeling K Roushangar, S Akhgar, S Shahnazi Journal of Hydroinformatics 24 (2), 243-258, 2022 | 3 | 2022 |
| Modeling discharge coefficient of radial gates under submerged conditions using kernel-based approaches K Roushangar, A Alirezazadeh Sadaghiani, S Shahnazi Iranian Journal of Irrigation & Drainage 15 (1), 109-120, 2021 | 2 | 2021 |
| Simulation of the projected river flow changes using integrated downscaling and Bayesian optimization-tuned kernel-based models K Roushangar, S Abdelzad, S Shahnazi International Journal of Environmental Science and Technology 21 (2), 1321-1344, 2024 | 1 | 2024 |
Kiyoumars Roushangar,Professor ,University of TabrizE-mail megerősítve itt: tabrizu.ac.ir