Search Results - "Ibrahem Ahmed Osman, Ahmedbahaaaldin"
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Extreme gradient boosting (Xgboost) model to predict the groundwater levels in Selangor Malaysia
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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Modeling the fluctuations of groundwater level by employing ensemble deep learning techniques
Published in Engineering applications of computational fluid mechanics (01-01-2021)“…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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Past, Present and Perspective Methodology for Groundwater Modeling-Based Machine Learning Approaches
Published in Archives of computational methods in engineering (2022)“…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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Advanced machine learning algorithm to predict the implication of climate change on groundwater level for protecting aquifer from depletion
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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