Collaborations and top research areas from the last five years
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Decarbonizing the Aviation Sector in Oman Phase 1: Aviation operators
Al Wardy, M. (PI), Al-Rawas, G. (CoPI), Al-Saadi, S. (CoI) & Ad Reza Mahmoud Nikoo, M. (CoI)
3/4/26 → 2/28/27
Project: Consultancy project
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Developing Policies and Guidelines for Soil Contamination Management in Industrial Estates, Economic and Free Zones, and Ports
Al Wardy, M. (PI), Al-Nadabi, H. (CoPI), Jelalli, S. (CoI), Nikoo, M. R. (CoI), Al-Rawas, G. (CoI), Al Jabri, S. (CoI), Al-Sabahi, D. J. (CoI), Al Raeesi, A. A. K. (CoI) & Al Sidairi, A. (CoI)
5/1/25 → 4/30/27
Project: Consultancy project
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Trend Between the Renewal Rate of the Aquifer and The Extreme Climate Events
Al-Rawas, G. (CoPI)
Project: Research project
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A causal diagnostic framework for artificial intelligence-driven risk assessment and decision support in complex marine environments
Etri, T., Seyed-Djawadi, M. H., Nikoo, M. R., Nazari, R. & Al-Rawas, G., Jan 1 2026, In: Engineering Applications of Artificial Intelligence. 163, 113066.Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Citation (Scopus) -
Advancing reservoir water quality management by a depth-specific approach integrating Bayesian optimization and machine learning algorithms
Zaghiyan, M. R., Nikoo, M. R., Al-Rawas, G., Chen, M., Nazari, R., Al-Wardy, M. & Gandomi, A. H., Feb 20 2026, In: Journal of Cleaner Production. 545, 147713.Research output: Contribution to journal › Article › peer-review
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Leveraging Machine Learning Flood Forecasting: A Multi-Dimensional Approach to Hydrological Predictive Modeling
Al-Rawas, G., Nikoo, M. R., Sadra, N. & Al-Wardy, M., Jan 2026, In: Water (Switzerland). 18, 2, 192.Research output: Contribution to journal › Article › peer-review
Open Access -
Risk-based assessment of climate change–induced hazards in arid, data-scarce coastal zones
Nikoo, M. R., Yousefi, H., Al-Wardy, M., Al-Rawas, G., Nazari, R., Al Hanai, A. & Al-Zeidi, K., Jan 2026, In: Ocean and Coastal Management. 272, 108024.Research output: Contribution to journal › Article › peer-review
2 Link opens in a new tab Citations (Scopus) -
Robust Rainfall Gap-Filling in Coastal Arid Regions Using Ensemble Fusion Models
Al-Jahwari, B., Al-Rawas, G., Nikoo, M. R., Etri, T. & Grundmann, J., Jan 2026, In: Hydrology. 13, 1, 1.Research output: Contribution to journal › Article › peer-review
Open Access
Press/Media
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Findings from Sultan Qaboos University Update Knowledge of Machine Learning (Integrated Ensemble Learning Approach for Multi-depth Water Quality Estimation In Reservoir Environments)
Al-Rawas, G., Al Wardy, M., Nikoo, M. R. & Etri, T.
9/18/24
1 item of Media coverage
Press/Media: Press / Media
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Researcher at Sultan Qaboos University Has Published New Data on Climate Change (A Critical Review of Emerging Technologies for Flash Flood Prediction: Examining Artificial Intelligence, Machine Learning, Internet of Things, Cloud Computing, ...)
Al-Rawas, G., Al Wardy, M., Nikoo, M. R. & Etri, T.
8/12/24
1 item of Media coverage
Press/Media: Press / Media
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Sultan Qaboos University Reports Findings in Machine Learning (Mapping reservoir water quality from Sentinel-2 satellite data based on a new approach of weighted averaging: Application of Bayesian maximum entropy)
Al-Rawas, G., Al Wardy, M. & Nikoo, M. R.
7/30/24
1 item of Media coverage
Press/Media: Press / Media
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Investigators at Sultan Qaboos University Report Findings in Water Process Engineering (Smarter Water Quality Monitoring In Reservoirs Using Interpretable Deep Learning Models and Feature Importance Analysis)
Al-Rawas, G., Al Wardy, M. & Nikoo, M. R.
6/4/24
1 item of Media coverage
Press/Media: Press / Media
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Sultan Qaboos University Reports Findings in Mathematics (Hybrid WT-CNN-GRU-based model for the estimation of reservoir water quality variables considering spatio-temporal features)
4/23/24
1 item of Media coverage
Press/Media: Press / Media