Fig. 7: Physics-informed interpretation of the three components of the PI-GNN mobility law.
From: Data-driven modeling of dislocation mobility from atomistics using physics-informed machine learning
a Box plots of the \(\frac{{\bf{F}}}{{\bf{B}}}\) for different orientations, applied stress levels at 500 K. b Box plots of the \(\frac{{\bf{F}}}{{\bf{B}}}\) for different orientations, and different temperatures at 0.5 GPa. c Box plots of the E for different orientations, and different temperatures at 0.5 GPa. d Box plots of the total predicted displacement for different orientations, and different temperatures at 0.25 GPa.
