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-Ni-N (11 entries found)
Displaying 9 entries out of 9 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-1728 YCoSi2 4 16 orthorhombic Cmcm [63] -0.791 . MP 0.00 0.00 . . . . . . DFT mp-1078782
MMD-1760 Y2Co3Si5 4 40 monoclinic C2/c [15] -0.777 0 (stable) MP 0.04 0.03 . . . . . . DFT mp-1188435
MMD-1765 YCo9Si2 4 48 tetragonal I4_1/amd [141] -0.317 . MP 0.79 0.76 . . . . . . DFT mp-1191660
MMD-1774 YCo9Si4 4 56 tetragonal I4/mcm [140] -0.490 . MP 0.36 0.34 . . . . . . DFT mp-1193464
MMD-1801 Y2CoSi2 4 20 monoclinic C2/m [12] -0.780 . MP 0.01 0.01 . . . . . . DFT mp-1206296
MMD-1807 Y3Co2Si3 4 32 orthorhombic Cmcm [63] -0.754 . MP 0.12 0.07 . . . . . . DFT mp-1207782
MMD-1842 Y2Co3Si 3 18 trigonal R-3m [166] -0.410 . MP 0.00 0.00 . . . . . . DFT mp-1216065
MMD-1959 Y2Co3Si5 4 40 orthorhombic Ibam [72] -0.774 . MP 0.03 0.02 . . . . . . DFT mp-20618
MMD-2013 Y(CoSi)2 2 10 tetragonal I4/mmm [139] -0.832 0 (stable) MP 0.00 0.00 . . . . . . DFT mp-5129
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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