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Makka Hashim Ahmed

1 paper indexed

crossrefPolymers2025-10-18Cited by 1

Experimental and Machine Learning Modelling of Ni(II) Ion Adsorption onto Guar Gum: Artificial Neural Network (ANN) and K-Nearest Neighbor (KNN) Comparative Study

Ismat H. Ali, Malak F. Alqahtani, Nasma D. Eljack, Sawsan B. Eltahir, Makka Hashim Ahmed, Abubakr Elkhaleefa

In this study, a guar gum-based adsorbent was developed and evaluated for the removal of Ni(II) ions from aqueous solutions through a combined experimental and machine learning (ML) approach. The adsorbent was characterized using FTIR, SEM, XRD, TGA, and BET analyses to confirm s…

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