Author

A. Aljinaidi

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Open access Sep 2026

Thermal analysis and CFD-assisted machine learning prediction of temperature fields in direct-contact membrane distillation using darts game optimization

In this study, three regression techniques—multi-layer perceptron (MLP), Gaussian process regression (GPR), and weighted least squares (WLS)—were evaluated to predict the spatial temperature distribution, \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb}...

Ahmed B. Khoshaim, N. Abu-Hamdeh, A. Aljinaidi · Scientific Reports · 0 citations

Open access Aug 2026

Utilization of machine learning models and grey wolf optimization method in estimation of pharmaceutical solubility in supercritical CO2

Accurate prediction of solubility and solvent density in supercritical fluids is essential for the efficient design and optimization of pharmaceutical and chemical processes. In this study, three machine learning regression models—Elastic Net Regression (ENR), Orthogonal Matching Pursuit (OMP), and Gaussian Process Reg...

N. Abu-Hamdeh, A. Aljinaidi, Ahmed B. Khoshaim · Frontiers in Chemistry · 0 citations