Optimum Design of Straight Circular Channels Incorporating Constant and Variable Roughness Scenarios: Assessment of Machine Learning Models

<div>Schematic view of ML models: (a) ANN structure; (b) GP structure; (c) crossover process in GP; (d) mutation process in GP.</div>

Mathematical Problems in Engineering

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Figure 2: Optimum Design of Straight Circular Channels Incorporating Constant and Variable Roughness Scenarios: Assessment of Machine Learning Models 

Figure 2 | Optimum Design of Straight Circular Channels Incorporating Constant and Variable Roughness Scenarios: Assessment of Machine Learning Models 