Fig. 4: Predicting the process parameters for spinodal deposition of a two-phase mixture.
From: Inferring topological transitions in pattern-forming processes with self-supervised learning
a Mean sensitivity score for predicting mobilities as a function of phase fraction. When changing the phase fraction from low to high, the dominant role of the phase mobility switches from B to A. The dashed line indicated the expected transition from a A-rich patterns regime to a B-rich patterns regime. Insets depict example realizations for particular values of the phase fraction order parameter. For the microstructure insets, yellow denotes phase A, and purple phase B. b Variation (derivative) of the sensitivity score as a function of phase fraction. c, d Scatterplots of the variability on the number of phase domains A as a function of the phase A and B mobilities respectively.
