Discovery pipeline for magnetic materials: unified dataset, multitask crystal GNN screening, GNoME candidate ranking, and DFT validation of rare-earth-free permanent-magnet candidates.
machine-learning dft gnome magnetism materials-science quantum-espresso graph-neural-network computational-materials materials-discovery permanent-magnets rare-earth-free crystal-gnn
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Updated
Apr 24, 2026 - Python