fig11

A knowledge-distilled artificial neural network constitutive model for finite element simulation of hot-deformed β-C titanium alloy

Figure 11. Comparisons of the forming load of the predicted values by KD-ANN constitutive model and the modified J–C constitutive model. KD-ANN: Knowledge-distilled artificial neural network; J–C: Johnson–Cook; MAE: mean absolute error.