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: Mn-Al-Ni (4 entries found)
Displaying 11 entries out of 11 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-1479 SiNi2 4 12 orthorhombic Pnma [62] -0.544 0 (stable) MP 0.00 0.00 . . . . . . DFT mp-1118
MMD-1469 SiNi 4 8 cubic P2_13 [198] -0.400 0.093 MP 0.00 0.00 . . . . . . DFT mp-1095177
MMD-1632 SiNi3 1 4 cubic Pm-3m [221] -0.454 0 (stable) MP 0.00 0.00 . . . . . . DFT mp-828
MMD-1520 SiNi3 3 12 trigonal R-3m [166] -0.160 0.295 MP 0.09 0.09 ab plane -0.21 . . . . DFT mp-1219285
MMD-1586 Si2Ni3 16 80 orthorhombic Cmcm [63] -0.520 0.003 MP 0.00 0.00 . . . . . . DFT mp-29667
MMD-1517 Si9Ni25 1 34 trigonal P-3 [147] -0.459 0.011 MP 0.00 0.00 . . . . . . DFT mp-1209041
MMD-1599 SiNi2 2 6 hexagonal P6_3/mmc [194] -0.495 0.048 MP 0.00 0.00 . . . . . . DFT mp-507
MMD-1658 SiNi 2 4 orthorhombic Pmmn [59] -0.453 0.040 MP 0.00 0.00 . . . . . . DFT mp-999192
MMD-1593 SiNi 4 8 orthorhombic Pnma [62] -0.493 0 (stable) MP 0.00 0.00 . . . . . . DFT mp-351
MMD-1572 Si2Ni 4 12 cubic Fm-3m [225] -0.360 0 (stable) MP 0.00 0.00 . . . . . . DFT mp-2291
MMD-1581 Si12Ni31 1 43 trigonal P321 [150] -0.484 0 (stable) MP 0.00 0.00 . . . . . . DFT mp-27276
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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