Magnetocrystalline anisotropy energy dataset with CIFs
~1900 materials collected from NovoMag and Novamag datasets, cleaned CSV with CIF file and MAE value.
ZIP file includes:
folder of CIFs
a
CSVfile mapping CIF file names to:chemical_formulacif_file(file name to be matched with cifs/ folder)source(novomag, novamag)magnetic_anisotropy_energy
There are only 1900 materials here is because NovoMag doesn't all include MAE predictions for all ~3800 materials.
Building a magnetocrystalline anisotropy energy model, attempt 1
postLike our work on Curie temperature, the effort here is to build a machine learning model that can take a crystal structure and predict its magnetocrystalline anisotropy energy. Relevant for permanent
5mo
1 reference
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