The ternary alloy MnFe3Co, derived from substituting Ru with Co in the FeMnRu L10-type structure, exhibits promising magnetic properties characterized by a high Curie temperature (~671 K) and moderate magnetic density (~0.18 μB/atom). Unlike previous assessments, this material demonstrates favorable thermodynamic stability with a low energy above hull (~0.11 eV/atom) and confirmed dynamic stability, indicating it is likely synthesizable in the predicted form. The crystal symmetry remains at space group 123, consistent with a less distorted but stable configuration. However, the magnetic anisotropy energy is relatively low (~0.66 meV/atom), which may limit its effectiveness in applications requiring strong magnetic anisotropy such as permanent magnets. Future research should focus on strategies to enhance the magnetic anisotropy energy—potentially through targeted alloying or structural modifications—while preserving the observed stability and magnetic ordering. Overall, MnFe3Co stands as a promising candidate for practical magnetic materials, contingent on improving its anisotropy characteristics.
Property | Value |
|---|---|
composition | Mn1Fe3Co1 |
space group | 8 |
score | 0.900 |
generation method | from_scratch |
number of trials | 10 |
Crystal structure for Mn1Fe3Co1 | Space group: 8 | Atoms: 5
Property | Value |
|---|---|
curie_temperature | 644.62 |
magnetic_density | 0.188127 |
magnetic_anisotropy_energy | 2.018112007950487 |
cost | 7.48 |
e_hull | 0.076678 |
dynamic_stability | True |
space_group | 8 |
num_atoms | 5 |
evaluation_errors | {} |
This material demonstrates that a quaternary alloy of Mn, Fe, and Co with the given stoichiometry and crystal structure can achieve high curie temperature and strong magnetic anisotropy while maintaining low cost and good stability. The combination of elements and the specific crystal symmetry (space group 8) likely contribute to enhanced magnetic properties. The low energy above hull and dynamic stability indicate that this composition is synthesizable and stable under normal conditions. This suggests that similar compositions with slight variations around this stoichiometry could be promising for further exploration to optimize magnetic performance and cost-effectiveness.
Interactive visualization showing the evolution of 239 structural frames during the mutation process.
Standalone, embeddable HTML with MatterViz Trajectory viewer
iteration | composition | sg | method | score |
|---|---|---|---|---|
0 | Fe3Mn1Ru1 | 8 | from_scratch | 0.7300931734036884 |
1 | MnFe3Co | 8 | multiple_mutations | 0.8877073333333333 |
2 | MnFe3Co | 8 | multiple_mutations | 0.8876797333333333 |
3 | Fe4Mn4Co1 | 1 | from_scratch | 0.6962079999999999 |
4 | Mn1Fe3Co1 | 99 | from_scratch | 0.6636093333333333 |
5 | Mn1Fe3Co1 | 8 | from_scratch | 0.8877553333333332 |
6 | Mn1Fe3Co1 | 123 | from_scratch | 0.6636093333333333 |
7 | Mn2Fe4Co2 | 123 | from_scratch | 0.7689914813000709 |
8 | Mn1Fe3Co1 | 8 | from_scratch | 0.8996574011299434 |
9 | Mn1Fe3Co1 | 38 | from_scratch | 0.6636093333333333 |
AI-discovered magnetic material: Mn1Fe3Co1 (performance score: 0.900) | Space group: 8 (resolved) | Generated from scratch | Properties: Tc: 645K, Ms: 0.19T, $7/kg | Discovered in 10 iterations