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Aziz, Afif Fitri and Mardi, Nurul Hani and Abdul Malek, Marlinda and Teh, Su Yean and Wil, Mohd Azwan and Shuja, Abd Halim and Ahmed, Ali Najah and Kumar, Pavitra and Sherif, Mohsen and Elshafie, Ahmed (2023) Development of inundation maps along East Coast of Peninsular Malaysia due to predicted seaquake from Manila Trench. Applied Water Science, 13 (2). ISSN 2190-5487, DOI https://doi.org/10.1007/s13201-022-01860-8.
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.
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.
Deng, Bin and Liu, Pan and Chin, Ren Jie and Kumar, Pavitra and Jiang, Changbo and Xiang, Yifei and Liu, Yizhuang and Lai, Sai Hin and Luo, Hongmei (2022) Hybrid metaheuristic machine learning approach for water level prediction: A case study in Dongting Lake. Frontiers in Earth Science, 10. ISSN 2296-6463, DOI https://doi.org/10.3389/feart.2022.928052.
Heng, Seah Yi and Ridwan, Wanie M. and Kumar, Pavitra and Ahmed, Ali Najah and Fai, Chow Ming and Birima, Ahmed Hussein and El-Shafie, Ahmed (2022) Artificial neural network model with different backpropagation algorithms and meteorological data for solar radiation prediction. Scientific Reports, 12 (1). ISSN 2045-2322, DOI https://doi.org/10.1038/s41598-022-13532-3.
Huang, Yuk Feng and Ahmed, Ali Najah and Ng, Jing Lin and Tan, Kok Weng and Kumar, Pavitra and El-Shafie, Ahmed (2022) Rainfall Variability Index (RVI) analysis of dry spells in Malaysia. Natural Hazards, 112 (2). pp. 1423-1475. ISSN 0921-030X, DOI https://doi.org/10.1007/s11069-022-05234-w.
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.
Ehteram, Mohammad and Panahi, Fatemeh and Ahmed, Ali Najah and Huang, Yuk Feng and Kumar, Pavitra and Elshafie, Ahmed (2022) Predicting evaporation with optimized artificial neural network using multi-objective salp swarm algorithm. Environmental Science And Pollution Research, 29 (7). pp. 10675-10701. ISSN 0944-1344, DOI https://doi.org/10.1007/s11356-021-16301-3.
Deng, Bin and Lai, Sai Hin and Jiang, Changbo and Kumar, Pavitra and El-Shafie, Ahmed and Chin, Ren Jie (2021) Advanced water level prediction for a large-scale river-lake system using hybrid soft computing approach: a case study in Dongting Lake, China. Earth Science Informatics, 14 (4). pp. 1987-2001. ISSN 1865-0473, DOI https://doi.org/10.1007/s12145-021-00665-8.
Ehteram, Mohammad and Ahmed, Ali Najah and Kumar, Pavitra and Sherif, Mohsen and El-Shafie, Ahmed (2021) Predicting freshwater production and energy consumption in a seawater greenhouse based on ensemble frameworks using optimized multi-layer perceptron. Energy Reports, 7. pp. 6308-6326. ISSN 23524847, DOI https://doi.org/10.1016/j.egyr.2021.09.079.
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.
Marhain, Suzlyana and Ahmed, Ali Najah and Murti, Muhammad Ary and Kumar, Pavitra and El-Shafie, Ahmed (2021) Investigating the application of artificial intelligence for earthquake prediction in Terengganu. Natural Hazards, 108 (1). pp. 977-999. ISSN 0921-030X, DOI https://doi.org/10.1007/s11069-021-04716-7.
Essam, Yusuf and Kumar, Pavitra and Ahmed, Ali Najah and Murti, Muhammad Ary and El-Shafie, Ahmed (2021) Exploring the reliability of different artificial intelligence techniques in predicting earthquake for Malaysia. Soil Dynamics and Earthquake Engineering, 147. ISSN 0267-7261, DOI https://doi.org/10.1016/j.soildyn.2021.106826.
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)
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.
