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: Y-Co-B (7 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-1081 Fe3Pt 1 4 tetragonal P4/mmm [123] -0.079 0.041 MP 2.15 1.90 c 1.87 . . . . DFT mp-11798
MMD-1122 Fe2Pt 1 3 trigonal P-3m1 [164] 0.113 0.273 MP 1.84 1.73 c 6.59 . . . . DFT mp-1224692
MMD-1125 Fe3Pt 3 12 trigonal R-3m [166] 0.024 0.144 MP 2.11 1.86 c 4.47 . . . . DFT mp-1224766
MMD-1162 Fe3Pt 1 4 cubic Pm-3m [221] -0.080 0.040 MP 2.12 1.90 <111> . . . -0.18 . DFT mp-1649
MMD-1203 FePt 1 2 tetragonal P4/mmm [123] -0.240 0 (stable) MP 1.66 1.37 c 15.97 . . . . DFT mp-2260
MMD-1254 FePt3 1 4 cubic Pm-3m [221] -0.180 0 (stable) MP 1.07 0.86 a . . . 0.20 . DFT mp-649
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:
You can download and use the data of this database for your scientific work, provided that you express proper acknowledgements: