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 | 45 | 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 | 23 | 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 | 20 | 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 | 18 | 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 | 13 | 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 | 12 | 2021 |
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 | 8 | 2021 |
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 | 6 | 2022 |
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 |
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 | 5 | 2023 |
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 | 5 | 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 | 5 | 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 | 4 | 2024 |
Kernel-based modeling K Roushangar, R Ghasempour, S Shahnazi Handbook of Hydroinformatics, 267-281, 2023 | 2 | 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 | 2 | 2022 |
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 | 2 | 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 |
Evaluation and prediction of bed to total sediment load in gravel-bed rivers using classic and intelligent methods K Roushangar, S Shahnazi Watershed Engineering and Management 12 (1), 178-189, 2020 | 1 | 2020 |
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 | | 2024 |
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 | | 2024 |