Utilizing RBF-NN and ANFIS Methods for Multi-Lead ahead Prediction Model of Evaporation from Reservoir

by Allawi, Mohammed Falah, El-Shafie, Ahmed
Published 2016

Novel reservoir system simulation procedure for gap minimization between water supply and demand

by Allawi, Mohammed Falah, Jaafar, Othman, Mohamad Hamzah, Firdaus, El-Shafie, Ahmed
Published 2019

Monthly inflow forecasting utilizing advanced artificial intelligence methods: A case study of Haditha Dam in Iraq

by Allawi, Mohammed Falah, Hussain, Intesar Razaq, Salman, Majid Ibrahim, El-Shafie, Ahmed
Published 2021

Enhancing the performance of data-driven models for monthly reservoir evaporation prediction

by Allawi, Mohammed Falah, Aidan, Ibraheem Abdallah, Ahmed El-Shafie, Ahmed Hussein Kamel
Published 2021

RBF-NN-based model for prediction of weld bead geometry in Shielded Metal Arc Welding (SMAW)

by Ahmed, Ali Najah, Noor, Che Wan Mohd, Allawi, Mohammed Falah, El-Shafie, Ahmed
Published 2018

Synchronizing Artificial Intelligence Models for Operating the Dam and Reservoir System

by Allawi, Mohammed Falah, Jaafar, Othman, Ehteram, Mohammad, Mohamad Hamzah, Firdaus, El-Shafie, Ahmed
Published 2018

Developing reservoir evaporation predictive model for successful dam management

by Allawi, Mohammed Falah, Ahmed, Mohammed Lateef, Aidan, Ibraheem Abdallah, Deo, Ravinesh C., El-Shafie, Ahmed
Published 2021

Forecasting hydrological parameters for reservoir system utilizing artificial intelligent models and exploring their influence on operation performance

by Allawi, Mohammed Falah, Jaafar, Othman, Mohamad Hamzah, Firdaus, Koting, Suhana, Mohd, Nuruol Syuhadaa, El-Shafie, Ahmed
Published 2019

Operating a reservoir system based on the shark machine learning algorithm

by Allawi, Mohammed Falah, Jaafar, Othman, Mohamad Hamzah, Firdaus, Ehteram, Mohammad, Hossain, Md Shabbir, El-Shafie, Ahmed
Published 2018

Non-tuned machine learning approach for hydrological time series forecasting

by Yaseen, Zaher Mundher, Allawi, Mohammed Falah, Yousif, Ali A., Jaafar, Othman, Hamzah, Firdaus Mohamad, El-Shafie, Ahmed
Published 2018

Reservoir inflow forecasting with a modified coactive neuro-fuzzy inference system: a case study for a semi-arid region

by Allawi, Mohammed Falah, Jaafar, Othman, Mohamad Hamzah, Firdaus, Mohd, Nuruol Syuhadaa, Deo, Ravinesh C., El-Shafie, Ahmed
Published 2018

Groundwater quality parameters prediction based on data-driven models

by Allawi, Mohammed Falah, Al-Ani, Yasir, Jalal, Arkan Dhari, Ismael, Zainab Malik, Sherif, Mohsen, El-Shafie, Ahmed
Published 2024

Support vector regression-based model for prediction of behavior stone column parameters in soft clay under highway embankment

by Aljanabi, Qasim A., Chik, Zamri, Allawi, Mohammed Falah, El-Shafie, Amr H., Ahmed, Ali N., El-Shafie, Ahmed
Published 2018

Artificial intelligence and geo-statistical models for stream-flow forecasting in ungauged stations: state of the art

by Valizadeh, Nariman, Mirzaei, Majid, Allawi, Mohammed Falah, Afan, Haitham Abdulmohsin, Mohd, Nuruol Syuhadaa, Hussain, Aini, El-Shafie, Ahmed
Published 2017

A comparison of machine learning models for suspended sediment load classification

by AlDahoul, Nouar, Ahmed, Ali Najah, Allawi, Mohammed Falah, Sherif, Mohsen, Sefelnasr, Ahmed, Chau, Kwok-wing, El-Shafie, Ahmed
Published 2022

Utilizing deep learning machine for inflow forecasting in two different environment regions: A case study of a tropical and semi-arid region

by Saab, Saad Mawlood, Othman, Faridah, Tan, Chee Ghuan, Allawi, Mohammed Falah, Sherif, Mohsen, Ahmed El-Shafie, Ahmed Hussein Kamel
Published 2022

Flood Routing in River Reaches Using a Three-Parameter Muskingum Model Coupled with an Improved Bat Algorithm

by Farzin, Saeed, Singh, Vijay, Karami, Hojat, Farahani, Nazanin, Ehteram, Mohammad, Kisi, Ozgur, Allawi, Mohammed Falah, Mohd, Nuruol Syuhadaa, El-Shafie, Ahmed
Published 2018

Adaptive Fast Orthogonal Search (FOS) algorithm for forecasting streamflow

by Osman, Abdalla, Afan, Haitham Abdulmohsin, Allawi, Mohammed Falah, Jaafar, Othman, Noureldin, Aboelmagd, Hamzah, Firdaus Mohamad, Ahmed, Ali Najah, El-Shafie, Ahmed
Published 2020

Comprehensive comparison of various machine learning algorithms for short-term ozone concentration prediction

by Yafouz, Ayman, AlDahoul, Nouar, Birima, Ahmed H., Ahmed, Ali Najah, Sherif, Mohsen, Sefelnasr, Ahmed, Allawi, Mohammed Falah, Ahmed ElShafie, Ahmed Hussein Kamel
Published 2022

Improving the Muskingum flood routing method using a hybrid of particle swarm optimization and bat algorithm

by Ehteram, Mohammad, Othman, Faridah, Yaseen, Zaher Mundher, Afan, Haitham Abdulmohsin, Allawi, Mohammed Falah, Malek, Marlinda Abdul, Ahmed, Ali Najah, Shahid, Shamsuddin, Singh, Vijay P., El-Shafie, Ahmed
Published 2018