Abdulmalik A. Aljinaidi

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

Abstract 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, $$\:T$$ (K), obtained from CFD analysis of a direct-contact membra...