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Dr. Abdulwahed Fahad Alrefaei

Associate Professor

Faculty member in Ecology and Molecular Epidemiology

كلية العلوم
Zoology Department, College of Sciences, ground floor, Office No. AB 58
publication
Journal Article
2021

Modeling cyclic volatile methylsiloxanes removal efficiency from wastewater by ZnO-coated aluminum anode using artificial neural networks

, REDDY B., NARAYANA P., MAURYA A., GUPTA V., REDDY Y., ALREFAEI A., ALKHAMIS. H., CHO N., REDDY N. . 2021

Usage of cyclic volatile methyl siloxanes (cVMSs) in the industrial process is unavoidable due to their superior properties; however, it is hazardous to human health. Photocatalytic zinc oxide coated aluminum anode is used to degrade the cVMSs in wastewater. In this work, we investigated the relationship among degradation process parameters such as current density (4–20 mA/cm2), initial pH (5–9), plate distance (8–24 cm), UV intensity (0–120 W), and reaction time (30–100 min) vis-a-vis cVMSs removal efficiency by using data-driven artificial neural networks(ANN) model. The ANN model was trained using a backpropagation algorithm with the sigmoid activation function between input, hidden, and the output layers. Two hidden layers with eight neurons in each layer presented the minimum average training error (0.24) and higher (0.99) correlation coefficient values (both Pearson’s r and Adj. R2) as compared with the conventional regression model. The effect and relationship between the parameters and cVMSs removal efficiency were analyzed by single, two variable sensitivity analysis, qualitative and quantitative estimation.

Volume Number
33
Magazine \ Newspaper
Journal of King Saud University-Science
Pages
1-7
more of publication
publications

The current study aimed to examine thymic stromal lymphopoietin receptor (TSLPR) genetic variation and breast cancer (BC) susceptibility in women in Saudi Arabia.

by SEMLALI A., ALMUTAIRI M., ALHARBI S., AL AMRI A., ALREFAEI A. F., ALMUTAIRI B., & ROUABHIA M.
2021
publications

Methylenetetrahydrofolate reductase (MTHFR) polymorphism plays a fundamental role in susceptibility to various diseases, including cancers and autoimmune diseases.

by ALMUTAIRI M., AL-NUMAIR, N., PARINE, N., ALMUTAIRI, B., ALREFAEI, A., ROUABHIA M., SEMLALI, A.
2021
publications

Camptothetin (CPT) is a quinoline alkaloid originally isolated from the Chinese tree, Camptotheca acuminata Decne. CPT was found to have anticancerous and antiviral properties.…

by DEVASIA R., ALTAF M., ALREFAEI A., MANOHARADAS S.
2021