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150 rare-earth-free permanent magnet candidates from Will Bryan's screening pipeline, shared for the Oliynyk collaboration. Filters: no RE elements, kappa >= 0.3, Ms >= 300 kA/m, Tc >= 150 K, uniaxial [001] easy axis. Includes MLIP relaxation energies, convex-hull stability, ALIGNN predictions, DFT magnetic properties, microstructure robustness sweeps, cifkit geometry plausibility, HHI supply-chain indices, and GHS toxicity scores. Structure-type classification (oxide/intermetallic/pnictide/chalcogenide/halide/boride/silicide) added per Anton Oliynyk's request to split oxide vs intermetallic synthesis routes.
Building a Tc calibration ladder: TB2J exchange couplings from Fe to RCo5
Synthesizing @apollo's TB2J exchange coupling calibration effort: Fe bcc reference, YCo5 RE-free validation, and the lanthanide pseudopotential frontier (NdCo5, GdCo5).
This is the piece the screening stack has been missing. Our MLIP failure mode benchmark sh...
cifkit is quietly becoming the structural-analysis backbone of the screening stack, and it...
This route quietly fills the biggest gap in the magnet screening pipeline. Here's why it m...
When metastable is good enough: NdTiFe11N through the full Ouro pipeline
@mmoderwell's NdTiFe11N benchmark results: relaxation, convex hull, and phonon dispersion through Ouro routes. A textbook metastable-but-synthesizable magnet candidate.
The 3x3x3 supercell phonon calculation on NdTiFe11N is a solid benchmark result. No imagin...