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Abdalrahman, Ghada and Lai, Sai Hin and Kumar, Pavitra and Ahmed, Ali Najah and Sherif, Mohsen and Sefelnasr, Ahmed and Chau, Kwok Wing and Elshafie, Ahmed (2022) Modeling the infiltration rate of wastewater infiltration basins considering water quality parameters using different artificial neural network techniques. Engineering Applications of Computational Fluid Mechanics, 16 (1). pp. 397-421. ISSN 1994-2060, DOI https://doi.org/10.1080/19942060.2021.2019126.
Ahmed, Ali Najah and Yafouz, Ayman and Birima, Ahmed H. and Kisi, Ozgur and Huang, Yuk Feng and Sherif, Mohsen and Sefelnasr, Ahmed and El-Shafie, Ahmed (2022) Water level prediction using various machine learning algorithms: A case study of Durian Tunggal river, Malaysia. Engineering Applications of Computational Fluid Mechanics, 16 (1). pp. 422-440. ISSN 1994-2060, DOI https://doi.org/10.1080/19942060.2021.2019128.
AlDahoul, Nouar and Ahmed, Ali Najah and Allawi, Mohammed Falah and Sherif, Mohsen and Sefelnasr, Ahmed and Chau, Kwok-wing and El-Shafie, Ahmed (2022) A comparison of machine learning models for suspended sediment load classification. Engineering Applications of Computational Fluid Mechanics, 16 (1). pp. 1211-1232. ISSN 1994-2060, DOI https://doi.org/10.1080/19942060.2022.2073565.
Essam, Yusuf and Ahmed, Ali Najah and Ramli, Rohaini and Chau, Kwok-Wing and Ibrahim, Muhammad Shazril Idris and Sherif, Mohsen and Sefelnasr, Ahmed and El-Shafie, Ahmed (2022) Investigating photovoltaic solar power output forecasting using machine learning algorithms. Engineering Applications of Computational Fluid Mechanics, 16 (1). pp. 2002-2034. ISSN 1994-2060, DOI https://doi.org/10.1080/19942060.2022.2126528.
Hanoon, Marwah Sattar and Ahmed, Ali Najah and Kumar, Pavitra and Razzaq, Arif and Zaini, Nur'atiah and Huang, Yuk Feng and Sherif, Mohsen and Sefelnasr, Ahmed and Chau, Kwok Wing and El-Shafie, Ahmed (2022) Wind speed prediction over Malaysia using various machine learning models: Potential renewable energy source. Engineering Applications of Computational Fluid Mechanics, 16 (1). pp. 1673-1689. ISSN 1994-2060, DOI https://doi.org/10.1080/19942060.2022.2103588.
Osman, Ahmedbahaaaldin Ibrahem Ahmed and Ahmed, Ali Najah and Huang, Yuk Feng and Kumar, Pavitra and Birima, Ahmed H. and Sherif, Mohsen and Sefelnasr, Ahmed and Ebraheemand, Abdel Azim and El-Shafie, Ahmed (2022) Past, present and perspective methodology for groundwater modeling-based machine learning approaches. Archives Of Computational Methods In Engineering, 29 (6). pp. 3843-3859. ISSN 1134-3060, DOI https://doi.org/10.1007/s11831-022-09715-w.
Yafouz, Ayman and AlDahoul, Nouar and Birima, Ahmed H. and Ahmed, Ali Najah and Sherif, Mohsen and Sefelnasr, Ahmed and Allawi, Mohammed Falah and Ahmed ElShafie, Ahmed Hussein Kamel (2022) Comprehensive comparison of various machine learning algorithms for short-term ozone concentration prediction. Alexandria Engineering Journal, 61 (6). pp. 4607-4622. ISSN 1110-0168, DOI https://doi.org/10.1016/j.aej.2021.10.021.
Hanoon, Marwah Sattar and Ammar, Amr Moftah and Ahmed, Ali Najah and Razzaq, Arif and Birima, Ahmed H. and Kumar, Pavitra and Sherif, Mohsen and Sefelnasr, Ahmed and El-Shafie, Ahmed (2022) Application of soft computing in predicting groundwater quality parameters. Frontiers In Environmental Science, 10. ISSN 2296-665X, DOI https://doi.org/10.3389/fenvs.2022.828251.
Hanoon, Marwah Sattar and Ahmed, Ali Najah and Fai, Chow Ming and Birima, Ahmed H. and Razzaq, Arif and Sherif, Mohsen and Sefelnasr, Ahmed and El-Shafie, Ahmed (2021) Application of artificial intelligence models for modeling water quality in groundwater: Comprehensive review, evaluation and future trends. Water Air and Soil Pollution, 232 (10). ISSN 0049-6979, DOI https://doi.org/10.1007/s11270-021-05311-z.
Hanoon, Marwah Sattar and Ahmed, Ali Najah and Zaini, Nur'atiah and Razzaq, Arif and Kumar, Pavitra and Sherif, Mohsen and Sefelnasr, Ahmed and Ahmed El-Shafie, Ahmed Hussein Kamel (2021) Developing machine learning algorithms for meteorological temperature and humidity forecasting at Terengganu state in Malaysia. Scientific Reports, 11 (1). ISSN 2045-2322, DOI https://doi.org/10.1038/s41598-021-96872-w.
Latif, Sarmad Dashti and Marhain, Suzlyana and Hossain, Md Shabbir and Ahmed, Ali Najah and Sherif, Mohsen and Sefelnasr, Ahmed and El-Shafie, Ahmed (2021) Optimizing the operation release policy using charged system search algorithm: A case study of Klang Gates Dam, Malaysia. Sustainability, 13 (11). ISSN 2071-1050, DOI https://doi.org/10.3390/su13115900.
AlDahoul, Nouar and Essam, Yusuf and Kumar, Pavitra and Ahmed, Ali Najah and Sherif, Mohsen and Sefelnasr, Ahmed and Elshafie, Ahmed (2021) Suspended sediment load prediction using long short-term memory neural network. Scientific Reports, 11 (1). ISSN 2045-2322, DOI https://doi.org/10.1038/s41598-021-87415-4.
Abdalrahman, Ghada A. M. and Lai, Sai Hin and Snounu, Ismael and Kumar, Pavitra and Sefelnasr, Ahmed and Sherif, Mohsen and El-shafie, Ahmed (2021) Review on wastewater treatment ponds clogging under artificial recharge: Impacting factors and future modelling. Journal of Water Process Engineering, 40. ISSN 2214-7144, DOI https://doi.org/10.1016/j.jwpe.2020.101848. (In Press)
Latif, Sarmad Dashti and Ahmed, Ali Najah and Sherif, Mohsen and Sefelnasr, Ahmed and El-Shafie, Ahmed (2021) Reservoir water balance simulation model utilizing machine learning algorithm. Alexandria Engineering Journal, 60 (1). pp. 1365-1378. ISSN 1110-0168, DOI https://doi.org/10.1016/j.aej.2020.10.057.
Kumar, Pavitra and Lai, Sai Hin and Mohd, Nuruol Syuhadaa and Kamal, Md Rowshon and Ahmed, Ali Najah and Sherif, Mohsen and Sefelnasr, Ahmed and El-Shafie, Ahmed (2021) Enhancement of nitrogen prediction accuracy through a new hybrid model using ant colony optimization and an Elman neural network. Engineering Applications of Computational Fluid Mechanics, 15 (1). pp. 1843-1867. ISSN 1994-2060, DOI https://doi.org/10.1080/19942060.2021.1990134.
Yafouz, Ayman and Ahmed, Ali Najah and Zaini, Nur'atiah and Sherif, Mohsen and Sefelnasr, Ahmed and El-Shafie, Ahmed (2021) Hybrid deep learning model for ozone concentration prediction: Comprehensive evaluation and comparison with various machine and deep learning algorithms. Engineering Applications of Computational Fluid Mechanics, 15 (1). pp. 902-933. ISSN 1994-2060, DOI https://doi.org/10.1080/19942060.2021.1926328.
Afan, Haitham Abdulmohsin and Osman, Ahmedbahaaaldin Ibrahem Ahmed and Essam, Yusuf and Ahmed, Ali Najah and Huang, Yuk Feng and Kisi, Ozgur and Sherif, Mohsen and Sefelnasr, Ahmed and Chau, Kwok-wing and El-Shafie, Ahmed (2021) Modeling the fluctuations of groundwater level by employing ensemble deep learning techniques. Engineering Applications of Computational Fluid Mechanics, 15 (1). pp. 1420-1439. ISSN 1994-2060, DOI https://doi.org/10.1080/19942060.2021.1974093.
Chong, Kai Lun and Lai, Sai Hin and Ahmed, Ali Najah and Zaafar, Wan Zurina Wan and Rao, Ravipudi Venkata and Sherif, Mohsen and Sefelnasr, Ahmed and El-Shafie, Ahmed (2021) Review on dam and reservoir optimal operation for irrigation and hydropower energy generation utilizing meta-heuristic algorithms. IEEE Access, 9. pp. 19488-19505. ISSN 2169-3536, DOI https://doi.org/10.1109/ACCESS.2021.3054424.
Othman, Faridah and Alaaeldin, M.E. and Seyam, Mohammed and Ahmed, Ali Najah and Teo, Fang Yenn and Chow, Ming Fai and Afan, Haitham Abdulmohsin and Sherif, Mohsen and Sefelnasr, Ahmed and El-Shafie, Ahmed (2020) Efficient river water quality index prediction considering minimal number of inputs variables. Engineering Applications of Computational Fluid Mechanics, 14 (1). pp. 751-763. ISSN 1994-2060, DOI https://doi.org/10.1080/19942060.2020.1760942.
