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