Items where Author is "Allawi, Mohammed Falah"

Article

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.

Saab, Saad Mawlood and Othman, Faridah and Tan, Chee Ghuan and Allawi, Mohammed Falah and Sherif, Mohsen and Ahmed El-Shafie, Ahmed Hussein Kamel (2022) Utilizing deep learning machine for inflow forecasting in two different environment regions: A case study of a tropical and semi-arid region. Applied Water Science, 12 (12). ISSN 2190-5487, DOI https://doi.org/10.1007/s13201-022-01798-x.

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.

Allawi, Mohammed Falah and Hussain, Intesar Razaq and Salman, Majid Ibrahim and El-Shafie, Ahmed (2021) Monthly inflow forecasting utilizing advanced artificial intelligence methods: A case study of Haditha Dam in Iraq. Stochastic Environmental Research and Risk Assessment, 35 (11). pp. 2391-2410. ISSN 1436-3240, DOI https://doi.org/10.1007/s00477-021-02052-7.

Allawi, Mohammed Falah and Ahmed, Mohammed Lateef and Aidan, Ibraheem Abdallah and Deo, Ravinesh C. and El-Shafie, Ahmed (2021) Developing reservoir evaporation predictive model for successful dam management. Stochastic Environmental Research and Risk Assessment, 35 (2). pp. 499-514. ISSN 1436-3240, DOI https://doi.org/10.1007/s00477-020-01918-6.

Allawi, Mohammed Falah and Aidan, Ibraheem Abdallah and Ahmed El-Shafie, Ahmed Hussein Kamel (2021) Enhancing the performance of data-driven models for monthly reservoir evaporation prediction. Environmental Science and Pollution Research, 28 (7). pp. 8281-8295. ISSN 0944-1344, DOI https://doi.org/10.1007/s11356-020-11062-x.

Osman, Abdalla and Afan, Haitham Abdulmohsin and Allawi, Mohammed Falah and Jaafar, Othman and Noureldin, Aboelmagd and Hamzah, Firdaus Mohamad and Ahmed, Ali Najah and El-Shafie, Ahmed (2020) Adaptive Fast Orthogonal Search (FOS) algorithm for forecasting streamflow. Journal of Hydrology, 586. p. 124896. ISSN 0022-1694, DOI https://doi.org/10.1016/j.jhydrol.2020.124896.

Allawi, Mohammed Falah and Jaafar, Othman and Mohamad Hamzah, Firdaus and Koting, Suhana and Mohd, Nuruol Syuhadaa and El-Shafie, Ahmed (2019) Forecasting hydrological parameters for reservoir system utilizing artificial intelligent models and exploring their influence on operation performance. Knowledge-Based Systems, 163. pp. 907-926. ISSN 0950-7051, DOI https://doi.org/10.1016/j.knosys.2018.10.013.

Allawi, Mohammed Falah and Jaafar, Othman and Mohamad Hamzah, Firdaus and El-Shafie, Ahmed (2019) Novel reservoir system simulation procedure for gap minimization between water supply and demand. Journal of Cleaner Production, 206. pp. 928-943. ISSN 0959-6526, DOI https://doi.org/10.1016/j.jclepro.2018.09.237.

Yaseen, Zaher Mundher and Allawi, Mohammed Falah and Karami, Hojat and Ehteram, Mohammad and Farzin, Saeed and Ahmed, Ali Najah and Koting, Suhana and Mohd, Nuruol Syuhadaa and Jaafar, Wan Zurina Wan and Afan, Haitham Abdulmohsin and El-Shafie, Ahmed (2019) A hybrid bat–swarm algorithm for optimizing dam and reservoir operation. Neural Computing and Applications, 31 (12). pp. 8807-8821. ISSN 0941-0643, DOI https://doi.org/10.1007/s00521-018-3952-9.

Farzin, Saeed and Singh, Vijay and Karami, Hojat and Farahani, Nazanin and Ehteram, Mohammad and Kisi, Ozgur and Allawi, Mohammed Falah and Mohd, Nuruol Syuhadaa and El-Shafie, Ahmed (2018) Flood Routing in River Reaches Using a Three-Parameter Muskingum Model Coupled with an Improved Bat Algorithm. Water, 10 (9). p. 1130. ISSN 2073-4441, DOI https://doi.org/10.3390/w10091130.

Ehteram, Mohammad and Othman, Faridah and Yaseen, Zaher Mundher and Afan, Haitham Abdulmohsin and Allawi, Mohammed Falah and Malek, Marlinda Abdul and Ahmed, Ali Najah and Shahid, Shamsuddin and Singh, Vijay P. and El-Shafie, Ahmed (2018) Improving the Muskingum flood routing method using a hybrid of particle swarm optimization and bat algorithm. Water, 10 (6). p. 807. ISSN 2073-4441, DOI https://doi.org/10.3390/w10060807.

Yaseen, Zaher Mundher and Allawi, Mohammed Falah and Yousif, Ali A. and Jaafar, Othman and Hamzah, Firdaus Mohamad and El-Shafie, Ahmed (2018) Non-tuned machine learning approach for hydrological time series forecasting. Neural Computing and Applications, 30 (5). pp. 1479-1491. ISSN 0941-0643, DOI https://doi.org/10.1007/s00521-016-2763-0.

Allawi, Mohammed Falah and Jaafar, Othman and Mohamad Hamzah, Firdaus and Ehteram, Mohammad and Hossain, Md Shabbir and El-Shafie, Ahmed (2018) Operating a reservoir system based on the shark machine learning algorithm. Environmental Earth Sciences, 77 (10). p. 366. ISSN 1866-6280, DOI https://doi.org/10.1007/s12665-018-7546-8.

Ahmed, Ali Najah and Noor, Che Wan Mohd and Allawi, Mohammed Falah and El-Shafie, Ahmed (2018) RBF-NN-based model for prediction of weld bead geometry in Shielded Metal Arc Welding (SMAW). Neural Computing and Applications, 29 (3). pp. 889-899. ISSN 0941-0643, DOI https://doi.org/10.1007/s00521-016-2496-0.

Allawi, Mohammed Falah and Jaafar, Othman and Mohamad Hamzah, Firdaus and Mohd, Nuruol Syuhadaa and Deo, Ravinesh C. and El-Shafie, Ahmed (2018) Reservoir inflow forecasting with a modified coactive neuro-fuzzy inference system: a case study for a semi-arid region. Theoretical and Applied Climatology, 134 (1-2). pp. 545-563. ISSN 0177-798X, DOI https://doi.org/10.1007/s00704-017-2292-5.

Aljanabi, Qasim A. and Chik, Zamri and Allawi, Mohammed Falah and El-Shafie, Amr H. and Ahmed, Ali N. and El-Shafie, Ahmed (2018) Support vector regression-based model for prediction of behavior stone column parameters in soft clay under highway embankment. Neural Computing and Applications, 30 (8). pp. 2459-2469. ISSN 0941-0643, DOI https://doi.org/10.1007/s00521-016-2807-5.

Allawi, Mohammed Falah and Jaafar, Othman and Ehteram, Mohammad and Mohamad Hamzah, Firdaus and El-Shafie, Ahmed (2018) Synchronizing Artificial Intelligence Models for Operating the Dam and Reservoir System. Water Resources Management, 32 (10). pp. 3373-3389. ISSN 0920-4741, DOI https://doi.org/10.1007/s11269-018-1996-3.

Valizadeh, Nariman and Mirzaei, Majid and Allawi, Mohammed Falah and Afan, Haitham Abdulmohsin and Mohd, Nuruol Syuhadaa and Hussain, Aini and El-Shafie, Ahmed (2017) Artificial intelligence and geo-statistical models for stream-flow forecasting in ungauged stations: state of the art. Natural Hazards, 86 (3). pp. 1377-1392. ISSN 0921-030X, DOI https://doi.org/10.1007/s11069-017-2740-7.

Allawi, Mohammed Falah and El-Shafie, Ahmed (2016) Utilizing RBF-NN and ANFIS Methods for Multi-Lead ahead Prediction Model of Evaporation from Reservoir. Water Resources Management, 30 (13). pp. 4773-4788. ISSN 0920-4741, DOI https://doi.org/10.1007/s11269-016-1452-1.