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Mathematical model of energy saving glass coating shape design using binary harmony search for better signal transmission
Published 2017“…A well-designed algorithm is able to generate an optimized irregular shape design that can result in less attenuation on the transmission signal. …”
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Optimization of Microbial Electrolysis Cell for Sago Mill Wastewater Derived Biohydrogen via Modeling and Artificial Neural Network
Published 2023“…The model reliability describes the second sub-objective, which is to determine the feasible operating window of the MEC using multiple-objective optimization based on the nonlinear convex method using gradient descent algorithm as the objective function in maximizing the percentage efficiency of the MEC after validating the mathematical model. …”
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Predictive modeling and feature attribution of CO₂ adsorption on LDH-derived materials using machine learning approach
Published 2025“…SHAP analysis exposed strong relationships between input features and outputs, provided clear feature importance, and quantified individual feature importance on CO2 adsorption behaviour. 3D combined feature importance results reveal non-linear trends, including dual regimes of favourable interlayer spacing and the synergistic effect of surface porosity with lattice structure. Moderate calcination of the material emerges as the optimal synthesis window, which results in balanced porosity, structural stability, and basic site density. …”
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