Database statistics:

A total of 3,826 entries, including 300+ Fe-based rare-earth-free magnets discovered through our adaptive genetic algorithm (AGA) searches, are registered in our database. Data statistics are summarized here.

Phase diagrams:

Binary phases: Fe-N (38 entries), Fe-S (45 entries), Fe-Si (47 entries), Co-N (183 entries), Zr-Co (42 entries), among others.
Ternary phases: Fe-Co-N (272 entries), Fe-Co-S (34 entries), Zr-Co-B (50 entries), Zr-Co-C (55 entries), Zr-Co-N (79 entries), among others.

Benchmark test:

Benchmark results are summarized here, where we compare theoretical and experimental values.
random selection: Ni-S (25 entries found)
Displaying 6 entries out of 6 entries found.
Crystallographic data Sstructural stability [Footnotes] Magnetic properties [Footnotes, magnetic units] Methods References
Materials ID Formula Formula units per cell Atomic sites per cell Crystal system Space group [Number] Formation energy (eV/atom) Energy relative to convex hull (eV/atom) Structure search Averaged magnetic moment (μB/atom) Magnetic polarization, Js (T) Magnetic easy axis Magnetic anisotropy constants:
Ka-c, Kb-c, Kb-a, Kd-a (MJ/m3)		 Curie temperature, TC (K) Methods References
MMD-2287 FeSiN2 4 16 monoclinic P2_1/c [14] -0.208 . MP 0.45 0.55 . . . . . . DFT mp-1245541
MMD-2298 Fe3SiN4 2 16 orthorhombic Pmn2_1 [31] -0.065 . MP 0.22 0.23 . . . . . . DFT mp-1245976
MMD-2309 FeSi2N3 4 24 orthorhombic Cmc2_1 [36] -0.549 . MP 0.50 0.58 a -0.96 0.14 1.10 . . DFT mp-1246402
MMD-2316 FeSiN2 16 64 orthorhombic Pbca [61] -0.419 . MP 1.00 1.09 . . . . . . DFT mp-1246734
MMD-2317 FeSi7N10 2 36 monoclinic Pc [7] -0.804 . MP 0.22 0.21 . . . . . . DFT mp-1246746
MMD-2319 Fe3SiN4 4 32 orthorhombic Pnma [62] -0.142 . MP 0.00 0.00 . . . . . . DFT mp-1246800
Footnotes:
  1. Formation energy:
    We perform DFT calculations to calculate the total enegies of all the structures. The formation energy is computed with respect to a linear combination of the total energies of reference elemental phases. When the formation energies are plotted as a function of chemical composition, a set of stable compounds forms a convex hull, which represents a boundary (theoretical lower limit) in a compositional phase diagram. Metastable compounds lie above the hull, and the energy relative to the hull (distance to the hull) is a useful quantity to examine the metastability of a new compound. The lower the formation energy above the convex hull, the more likely it is for the material to exist.
  2. Magnetic anisotropy constants:
    Magnetic anisotropy constant, Ka-c, is defined as Ka-c = Ea-Ec, where Ea and Ec are the total energies per volume for the magnetization oriented along the crystallographic a and c axes, respectively. Similarly, Kb-c and Kb-a are defined as Kb-c = Eb-Ec and Kb-a = Eb-Ea, respectively. For cubic crystal systems, magnetic anisotropy constant is calculated as Kd-a = Ed-Ea, where Ed is the total energy per volume for the magnetization oriented along the body-diagonal direction of the unit cell.
Collaborative PIs:
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