CationPerturbationML

This work uses spinel oxide as an example to improve the explanatory power of the model.

• Download model.rar and data.rar from 10.6084/m9.figshare.24953520(https://figshare.com/articles/dataset/b_CationPerturbationML_b/24953520) and extract them to the current directory.

• The train data and test data for XML are in XML_data.

Citation

• For more details, please see our paper: 10.1103/physrevb.109.085306.
• [Chen Z, Wang H, Liu B, et al. Cationic perturbation strategy to solve the information drought in material explainable machine learning[J]. Physical Review B, 2024, 109(8): 085306.]