fig10
From: Transformative strategies in photocatalyst design: merging computational methods and deep learning
Figure 10. CFD, ANN and GA as a hybrid method for the analysis and optimization of micro-photocatalytic reactors for NOx abatement[143]. Copyright 2021, Elsevier. CFD: Computational fluid dynamics; ANN: artificial neural network; GA: genetic algorithm; MSE: mean squared error.