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The equilibrium data fitted well to the Freundlich model, indicating multilayer adsorption.
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Equilibrium data were well described by the Freundlich isotherm models, indicating multilayer adsorption for Cr III) and Fe III) onto composites.
This isotherm does not predict any saturation of the adsorbent by the adsorbate, indicating multilayer adsorption.
Nonetheless, the analysis based on the Langmuir model indicates that the QDs were immobilized on the SAM, forming a monolayer but not a multilayer.
The R2, χ2 and RMSE values showed better fitness of Freundlich model as compared to the other isotherm models used, indicating the multilayer formation on heterogeneous surface of the adsorbents.
The highest coefficient of determination (0.9925) for Langmuir and BET models indicates best fitness of these models in explaining the sorption as a multilayer process.
Only (00 l) peaks appear in the θ-2θ scans for the multilayer and substrate, indicating that the multilayer is c-axis oriented or perpendicular to the substrate surfaces.
The inset indicates the multilayer structure of the tube wall.
Isotherms fitting indicated that multilayer adsorption occurred on Fe3O4@ZnO surface with superior adsorption capacity of 100.3 mg/g.
Experimental results indicate that multilayer films of keratin together with other synthetic polyelectrolytes have been fabricated successfully.
In this work, the most common ANN model, namely multilayer perceptron (MLP), is used.
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