| cff-version: 1.2.0 | |
| title: "Magnet-Anisotropy-Screening: a calibrated magnetocrystalline-anisotropy dataset for rare-earth-free magnet discovery" | |
| abstract: >- | |
| 3,573 screened uniaxial inorganic crystals with 2,242 computed | |
| magnetocrystalline-anisotropy labels (K1, Ms, magnetic hardness, easy axis), | |
| Curie temperatures, hull stability, micromagnetic energy-product estimates, | |
| relaxed structures, and a 287-compound high-accuracy calibration tier that | |
| quantifies the per-label error. | |
| type: dataset | |
| version: "1.0" | |
| license: CC-BY-4.0 | |
| authors: | |
| - family-names: Bryan | |
| given-names: Will | |
| - family-names: Moderwell | |
| given-names: Matt | |
| keywords: | |
| - magnetocrystalline anisotropy | |
| - permanent magnets | |
| - rare-earth-free | |
| - materials science | |
| - DFT | |
| - machine learning | |
| references: | |
| - type: data | |
| title: Materials Project | |
| url: https://materialsproject.org/ | |
| - type: software | |
| title: Ouro property-prediction routes | |
| url: https://ouro.foundation/ | |
| url: https://huggingface.co/datasets/willgbryan13/magnet-anisotropy-screening | |