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Groundwater level forecasting with machine learning models: A review.
Water Res. 2024 Mar 15;252:121249. doi: 10.1016/j.watres.2024.121249. Epub 2024 Feb 2.
Water Res. 2024.
PMID: 38330715
Review.
Exploring machine learning algorithms for accurate water level forecasting in Muda river, Malaysia.
Adli Zakaria MN, Ahmed AN, Abdul Malek M, Birima AH, Hayet Khan MM, Sherif M, Elshafie A.
Adli Zakaria MN, et al. Among authors: birima ah.
Heliyon. 2023 Jun 29;9(7):e17689. doi: 10.1016/j.heliyon.2023.e17689. eCollection 2023 Jul.
Heliyon. 2023.
PMID: 37456046
Free PMC article.
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Artificial neural network model with different backpropagation algorithms and meteorological data for solar radiation prediction.
Heng SY, Ridwan WM, Kumar P, Ahmed AN, Fai CM, Birima AH, El-Shafie A.
Heng SY, et al. Among authors: birima ah.
Sci Rep. 2022 Jun 21;12(1):10457. doi: 10.1038/s41598-022-13532-3.
Sci Rep. 2022.
PMID: 35729307
Free PMC article.
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Predicting streamflow in Peninsular Malaysia using support vector machine and deep learning algorithms.
Essam Y, Huang YF, Ng JL, Birima AH, Ahmed AN, El-Shafie A.
Essam Y, et al. Among authors: birima ah.
Sci Rep. 2022 Mar 10;12(1):3883. doi: 10.1038/s41598-022-07693-4.
Sci Rep. 2022.
PMID: 35273236
Free PMC article.
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Machine learning algorithm as a sustainable tool for dissolved oxygen prediction: a case study of Feitsui Reservoir, Taiwan.
Ziyad Sami BF, Latif SD, Ahmed AN, Chow MF, Murti MA, Suhendi A, Ziyad Sami BH, Wong JK, Birima AH, El-Shafie A.
Ziyad Sami BF, et al. Among authors: birima ah.
Sci Rep. 2022 Mar 7;12(1):3649. doi: 10.1038/s41598-022-06969-z.
Sci Rep. 2022.
PMID: 35256619
Free PMC article.
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Predicting suspended sediment load in Peninsular Malaysia using support vector machine and deep learning algorithms.
Essam Y, Huang YF, Birima AH, Ahmed AN, El-Shafie A.
Essam Y, et al. Among authors: birima ah.
Sci Rep. 2022 Jan 7;12(1):302. doi: 10.1038/s41598-021-04419-w.
Sci Rep. 2022.
PMID: 34997183
Free PMC article.
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