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General schematic diagram of DNN-CE models and the workflow of transfer learning method in this work.

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Crystal structures and constituent elements of spinel oxides and perovskite oxides studied in this work.

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Statistical distribution of the formation energy of perovskite structures predicted by machine learning and the screening process for stable perovskite structures.

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