fig6

Figure 6. Performance and computational cost results of model ablation experiments examining the four principal components of MIDLCM architecture. MSE: Mean squared error; MAE: mean absolute error; GRU: gated recurrent unit; MHA: multi-head attention; MIDLCM: mechanics-informed deep learning constitutive model.