Search Results - "Ibrahem Ahmed Osman, Ahmedbahaaaldin"

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  1. 1

    Extreme gradient boosting (Xgboost) model to predict the groundwater levels in Selangor Malaysia by Ahmedbahaaaldin Ibrahem Ahmed Osman, Ali Najah Ahmed, Ming Fai Chow, Yuk Feng Huang, Ahmed El-Shafie

    Published in Ain Shams Engineering Journal (01-06-2021)
    “…Groundwater levels have been declining recently in Malaysia. This is why, the current study was aimed to propose an accurate groundwater levels prediction…”
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    Journal Article
  2. 2

    Modeling the fluctuations of groundwater level by employing ensemble deep learning techniques by Afan, Haitham Abdulmohsin, Ibrahem Ahmed Osman, Ahmedbahaaaldin, Essam, Yusuf, Ahmed, Ali Najah, Huang, Yuk Feng, Kisi, Ozgur, Sherif, Mohsen, Sefelnasr, Ahmed, Chau, Kwok-wing, El-Shafie, Ahmed

    “…This study proposes two techniques: Deep Learning (DL) and Ensemble Deep Learning (EDL) to predict groundwater level (GWL) for five wells in Malaysia. Two…”
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    Journal Article
  3. 3

    Past, Present and Perspective Methodology for Groundwater Modeling-Based Machine Learning Approaches by Osman, Ahmedbahaaaldin Ibrahem Ahmed, Ahmed, Ali Najah, Huang, Yuk Feng, Kumar, Pavitra, Birima, Ahmed H., Sherif, Mohsen, Sefelnasr, Ahmed, Ebraheemand, Abdel Azim, El-Shafie, Ahmed

    “…Growing population and rapid urbanization are among the major causes of ground water level (GWL) depletion. Modeling GWL is considered as tough task as the GWL…”
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    Journal Article
  4. 4

    Advanced machine learning algorithm to predict the implication of climate change on groundwater level for protecting aquifer from depletion by Ahmed Osman, Ahmedbahaaaldin Ibrahem, Latif, Sarmad Dashti, Wee Boo, Kenneth Beng, Ahmed, Ali Najah, Huang, Yuk Feng, El-Shafie, Ahmed

    Published in Groundwater for sustainable development (01-05-2024)
    “…Due to the impact of climate change, the groundwater level (GWL) has been declining recently in Malaysia, which is essential to protect the groundwater aquifer…”
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    Journal Article