Fig. 4: Prediction of Wyckoff-letter assignments. | npj Computational Materials

Fig. 4: Prediction of Wyckoff-letter assignments.

From: Shotgun crystal structure prediction using machine-learned formation energies

Fig. 4

a Machine-learning workflow. b Histogram and empirical cumulative distribution function (ECDF) of KL divergence between the relative occurrence frequencies and predicted probability distributions of Wyckoff letters for the test set. c Histograms of distributions of relative occurrence frequencies and predicted probabilities of Wyckoff letters for six randomly selected compounds, with their space-group information in parentheses.

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