Fig. 5: Reconstrusted phase diagram of the rare-earth orthochromites. | npj Computational Materials

Fig. 5: Reconstrusted phase diagram of the rare-earth orthochromites.

From: Magnetic and superconducting phase diagrams and transition temperatures predicted using text mining and machine learning

Fig. 5

a Reported Néel phase diagram of the \({\mathrm{LNCr}}{{\mathrm{O}}}_{3}\) (\({\mathrm{LN=Lanthanide}}\)) series vs. ionic radius of the 6-coordinated LN cation, values reproduced from Goodenough and Longo34. b The corresponding phase diagram that has been autoreconstructed with our text-mining pipeline. We also show the predicted Néel phase-transition temperatures (orange) of the Tm, Eu, Sm, Nd, Pr and Ce members, obtained using Automatic Relevance Determination with K-best feature selection on our combined database. Error bars show the standard deviation between values of individual measurements mined for each composition where multiplicate data exist.

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