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The last 5 uploaded publications
Hybrid WT–CNN–GRU-based model for the estimation of reservoir water quality variables considering spatio-temporal features
Mohammad Zamani, Mohammad Reza Nikoo, Ghazi Al-Rawas, Rouzbeh Nazari, Dana Rastad, Amir Gandomi (2024). Hybrid WT–CNN–GRU-based model for the estimation of reservoir water quality variables considering spatio-temporal features. Journal of Environmental Management, 358, pp. 120756-120756, DOI: 10.1016/j.jenvman.2024.120756.
Article315 days agoA multi-model data fusion methodology for reservoir water quality based on machine learning algorithms and bayesian maximum entropy
Mohammad Zamani, Mohammad Reza Nikoo, Fereshteh Niknazar, Ghazi Al-Rawas, Malik Al-Wardy, Amir Gandomi (2023). A multi-model data fusion methodology for reservoir water quality based on machine learning algorithms and bayesian maximum entropy. Journal of Cleaner Production, 416, pp. 137885-137885, DOI: 10.1016/j.jclepro.2023.137885.
Article315 days agoSmarter water quality monitoring in reservoirs using interpretable deep learning models and feature importance analysis
Shabnam Majnooni, Mahmood Fooladi, Mohammad Reza Nikoo, Ghazi Al-Rawas, Ali Torabi Haghighi, Rouzbeh Nazari, Malik Al-Wardy, Amir Gandomi (2024). Smarter water quality monitoring in reservoirs using interpretable deep learning models and feature importance analysis. Journal of Water Process Engineering, 60, pp. 105187-105187, DOI: 10.1016/j.jwpe.2024.105187.
Article315 days agoReservoir optimal operation with an integrated approach for managing floods and droughts using NSGA-III and prospect behavioral theory
Nafiseh Bahrami, Mohammad Reza Nikoo, Ghazi Al-Rawas, Malik Al-Wardy, Amir Gandomi (2022). Reservoir optimal operation with an integrated approach for managing floods and droughts using NSGA-III and prospect behavioral theory. Journal of Hydrology, 610, pp. 127961-127961, DOI: 10.1016/j.jhydrol.2022.127961.
Article315 days agoIntegrating machine learning and data envelopment analysis for reliable reservoir water quality index assessment considering uncertainty
Mohammad Sadegh Zare, Mohammad Reza Nikoo, Ghazi Al-Rawas, Malik Al-Wardy, Rouzbeh Nazari, Maryam Karimi, Amir Gandomi (2025). Integrating machine learning and data envelopment analysis for reliable reservoir water quality index assessment considering uncertainty. Hydrological Sciences Journal, pp. 1-16, DOI: 10.1080/02626667.2025.2473475.
Article315 days ago