fig6

Chemical similarity description of liquid kinetics across composition space in magnesium alloys

Figure 6. (A) Frameworks for investigating the dependence of liquid kinetics on alloying chemistry; The prediction models of diffusion coefficients across composition space by (B) our proposed chemical similarity description model, (C) data-driven symbolic regression machine learning model, and (D) physics-based excess entropy scaling. R2: Coefficient of determination; MAE: mean absolute error.