fig7

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

Figure 7. Predictive performance gains of KD-ANN over the J–C model at different held-out temperatures. KD-ANN: Knowledge-distilled artificial neural network; J–C: Johnson–Cook; R2: coefficient of determination; RMSE: root mean square error; MAE: mean absolute error.