Search Results - "Ehteram, Mohammad"

Efficiency evaluation of reverse osmosis desalination plant using hybridized multilayer perceptron with particle swarm optimization by Ehteram, Mohammad, Salih, Sinan Q., Yaseen, Zaher Mundher

“…The scarcity of freshwater causes the necessity for water delineation of brackish water. Reverse osmosis (RO) is one of the popular strategies characterized…”
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Multi-timescale drought prediction using new hybrid artificial neural network models by Banadkooki, Fatemeh Barzegari, Singh, Vijay P., Ehteram, Mohammad

“…In this study, new hybrid artificial neural network (ANN) models were used for predicting the groundwater resource index. The salp swarm algorithm (SSA),…”
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Suspended sediment load prediction based on soft computing models and Black Widow Optimization Algorithm using an enhanced gamma test by Panahi, Fatemeh, Ehteram, Mohammad, Emami, Mohammad

“…The suspended sediment load (SSL) prediction is one of the most important issues in water engineering. In this article, the adaptive neuro-fuzzy interface…”
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A Developed Multiple Linear Regression (MLR) Model for Monthly Groundwater Level Prediction by Ehteram, Mohammad, Banadkooki, Fatemeh Barzegari

“…Groundwater level (GLW) prediction is essential for monitoring water resources. Our study introduces a novel model called convolutional neural network…”
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Unveiling the SALSTM-M5T model and its python implementation for precise solar radiation prediction by Ehteram, Mohammad, Shabanian, Hanieh

“…The world is increasingly embracing cleaner and more sustainable energy sources, with solar energy playing a crucial role in mitigating greenhouse gas…”
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A hybrid novel SVM model for predicting CO2 emissions using Multiobjective Seagull Optimization by Ehteram, Mohammad, Sammen, Saad Sh, Panahi, Fatemeh, Sidek, Lariyah Mohd

“…The agricultural sector is one of the most important sources of CO 2 emissions. Thus, the current study predicted CO 2 emissions based on data from the…”
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An advanced deep learning model for predicting water quality index by Ehteram, Mohammad, Ahmed, Ali Najah, Sherif, Mohsen, El-Shafie, Ahmed

“…•Importance of predicting Water Quality Index (WQI) for assessing water bodies' health and safety.•Development of hybrid model (CNN-CRNN-M5T) combining CNN,…”
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Zoning map for drought prediction using integrated machine learning models with a nomadic people optimization algorithm by Mohamadi, Sedigheh, Sammen, Saad Sh, Panahi, Fatemeh, Ehteram, Mohammad, Kisi, Ozgur, Mosavi, Amir, Ahmed, Ali Najah, El-Shafie, Ahmed, Al-Ansari, Nadhir

“…The modelling of drought is of utmost importance for the efficient management of water resources. This article used the adaptive neuro-fuzzy interface system…”
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Streamflow prediction with large climate indices using several hybrid multilayer perceptrons and copula Bayesian model averaging by Panahi, Fatemeh, Ehteram, Mohammad, Ahmed, Ali Najah, Huang, Yuk Feng, Mosavi, Amir, El-Shafie, Ahmed

“…•Several hybrid multilayer Perceptrons and Coupla Bayesian model averaging are proposed for streamflow prediction.•Multilayer Perceptrons had been trained…”
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Design of a hybrid ANN multi-objective whale algorithm for suspended sediment load prediction by Ehteram, Mohammad, Ahmed, Ali Najah, Latif, Sarmad Dashti, Huang, Yuk Feng, Alizamir, Meysam, Kisi, Ozgur, Mert, Cihan, El-Shafie, Ahmed

“…There is a need to develop an accurate and reliable model for predicting suspended sediment load (SSL) because of its complexity and difficulty in practice…”
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Bidirectional Long Short-Term Memory (BILSTM) - Support Vector Machine: A new machine learning model for predicting water quality parameters by Zahra Jamshidzadeh, Mohammad Ehteram, Hanieh Shabanian

“…Water pollution threatens human health, agriculture, and ecosystems. Accurate prediction of water quality parameters is crucial for effective protection. We…”
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Suspended sediment load prediction using artificial neural network and ant lion optimization algorithm by Banadkooki, Fatemeh Barzegari, Ehteram, Mohammad, Ahmed, Ali Najah, Teo, Fang Yenn, Ebrahimi, Mahboube, Fai, Chow Ming, Huang, Yuk Feng, El-Shafie, Ahmed

“…Suspended sediment load (SSL) estimation is a required exercise in water resource management. This article proposes the use of hybrid artificial neural network…”
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A new soft computing model for daily streamflow forecasting by Sammen, Saad Sh, Ehteram, Mohammad, Abba, S. I., Abdulkadir, R. A., Ahmed, Ali Najah, El-Shafie, Ahmed

“…Accurate stream flow quantification and prediction are essential for the local and global planning and management of basins to cope with climate change. The…”
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Diffusion charging measurements on exhaust solid particle number and lung deposited surface area of compressed natural gas and diesel buses by Eisazadeh, Hessam, Ehteram, Mohammad Ali, Khazaee, Iman

“…Because of their direct contact with society, urban buses are prioritized targets for air quality improvement. In this study, a sample group of in-use urban…”
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Predicting evaporation with optimized artificial neural network using multi-objective salp swarm algorithm by Ehteram, Mohammad, Panahi, Fatemeh, Ahmed, Ali Najah, Huang, Yuk Feng, Kumar, Pavitra, Elshafie, Ahmed

“…Evaporation is a crucial component to be established in agriculture management and water engineering. Evaporation prediction is thus an essential issue for…”
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Hybridization of artificial intelligence models with nature inspired optimization algorithms for lake water level prediction and uncertainty analysis by Ehteram, Mohammad, Ferdowsi, Ahmad, Faramarzpour, Mahtab, Al-Janabi, Ahmed Mohammed Sami, Al-Ansari, Nadhir, Bokde, Neeraj Dhanraj, Yaseen, Zaher Mundher

“…In the present study, an improved adaptive neuro fuzzy inference system (ANFIS) and multilayer perceptron (MLP) models are hybridized with a sunflower…”
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A robust multi-model framework for groundwater level prediction: The BFSA-MVMD-GRU-RVM model by Seifi, Akram, Pourebrahim, Sharareh, Ehteram, Mohammad, Shabanian, Hanieh

“…•Developed MVMD-GRU-RVM model for accurate monthly GWL prediction.•Introduced BFSA method for selecting most informative features.•Applied MVMD to effectively…”
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Estimating the transient storage parameters for pollution modeling in small streams: a comparison of newly developed hybrid optimization algorithms by Ehteram, Mohammad, Sharafati, Ahmad, Asadollah, Seyed Babak Haji Seyed, Neshat, Aminreza

“…The transient storage model (TSM) is a common approach to assess solute transport and pollution modeling in rivers. Several formulas have been developed to…”
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An improved model based on the support vector machine and cuckoo algorithm for simulating reference evapotranspiration by Ehteram, Mohammad, Singh, Vijay P, Ferdowsi, Ahmad, Mousavi, Sayed Farhad, Farzin, Saeed, Karami, Hojat, Mohd, Nuruol Syuhadaa, Afan, Haitham Abdulmohsin, Lai, Sai Hin, Kisi, Ozgur, Malek, M A, Ahmed, Ali Najah, El-Shafie, Ahmed

“…Reference evapotranspiration (ET0) plays a fundamental role in irrigated agriculture. The objective of this study is to simulate monthly ET0 at a…”
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Integrated support vector regression and an improved particle swarm optimization-based model for solar radiation prediction by Ghazvinian, Hamidreza, Mousavi, Sayed-Farhad, Karami, Hojat, Farzin, Saeed, Ehteram, Mohammad, Hossain, Md Shabbir, Fai, Chow Ming, Hashim, Huzaifa Bin, Singh, Vijay P, Ros, Faizah Che, Ahmed, Ali Najah, Afan, Haitham Abdulmohsin, Lai, Sai Hin, El-Shafie, Ahmed

“…Solar energy is a major type of renewable energy, and its estimation is important for decision-makers. This study introduces a new prediction model for solar…”
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