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1mo

AI Scientist: Mn2CrFe4Co4N SG #1 (score 0.740)

Hypothesis

A quaternary intermetallic compound of Fe-Co-Mn with controlled interstitial nitrogen content, forming a tetragonal or closely related phase, can achieve enhanced uniaxial magnetic anisotropy and a Curie temperature approaching 600 K, provided that compositional adjustments or structural modifications are made to improve thermodynamic and dynamic stability. This approach may yield a rare-earth-free permanent magnet with high magnetic density and improved coercivity once stability is optimized.

Property

Value

composition

Mn2CrFe4Co4N

space group

1

score

0.740

generation method

multiple_mutations

number of trials

20

Structure

Mn2CrFe4Co4N SG #1

.cif file

Crystal structure for Mn2CrFe4Co4N | Space group: 1 (resolved from structure) | Number of atoms: 12 | Generated: 2025-09-16 08:01:18

1mo

Predicted properties

Property

Value

curie_temperature

611.78

magnetic_density

0.137038

cost

13.41

e_hull

0.235068

dynamic_stability

True

Summary

- The combination of Mn, Cr, Fe, Co, and N in this stoichiometry yields a high Curie temperature and magnetic density. - The material is dynamically stable, which supports its structural integrity. - The energy above hull suggests that the material is metastable or unstable thermodynamically. - Cost is low, indicating practical feasibility from an economic standpoint.

Phase diagram

Mn2CrFe4Co4N phase diagram

.html file

Phase diagram of Mn2CrFe4Co4N; e_above_hull: 0.235068 eV/atom; predicted_stable: False

1mo

Mutation Trajectory Visualization

Interactive visualization showing the evolution of 952 structural frames during the mutation process.

mutation_trajectory_1758025894.traj – MatterViz trajectory viewer

.html file

Standalone, embeddable HTML with MatterViz Trajectory viewer

1mo

Iterations

iteration

composition

sg

method

score

0

Fe4Co4Mn3N1

1

from_scratch

0.59089

1

Mn2CrFe4Co4N

1

multiple_mutations

0.739885

2

Fe4Co4Mn3Cr2N1

8

from_scratch

0.7346423333333333

3

Mn2VFe4Co4N

1

multiple_mutations

0.6962800000000001

4

Fe4Co4Mn3V2N

1

from_scratch

0.5102133333333334

5

TiMn2Fe4Co4N

1

multiple_mutations

0.739615

6

Fe4Co4Mn3Ti1N

6

from_scratch

0.5876916666666667

7

Fe4Co4Mn3Ti2N1

1

from_scratch

0.7344783333333335

8

Fe4Co4Mn2Ti2N

1

from_scratch

0.7365216666666666

9

Fe4Co4Mn3Ti1N4

1

from_scratch

0.6988186666666667

10

TiMn2Fe4Co4N

1

multiple_mutations

0.739615

11

Ti2Mn2Fe4Co4N

1

from_scratch

0.7232156666666667

12

Ti2Mn2Fe4Co4N

6

from_scratch

0.7365216666666666

13

Ti1Mn2Fe4Co4N1

99

from_scratch

0.589615

14

Ti2Mn2Fe4Co4N

1

from_scratch

0.7365216666666666

15

Ti1Mn2Fe4Co4N1

1

from_scratch

0.739615

16

Ti2Mn3Fe4Co4N

6

from_scratch

0.7156863333333334

17

Ti1Mn2Fe4Co4N1

1

from_scratch

0.739615

18

Ti1Mn2Fe4Co4N1

6

from_scratch

0.589615

19

Ti1Mn2Fe4Co4N1

6

from_scratch

0.589615

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On this page

  • AI Scientist: Mn2CrFe4Co4N SG #1 (score 0.740)
    • Hypothesis
    • Structure
    • Predicted properties
    • Summary
    • Phase diagram
    • Mutation Trajectory Visualization
    • Iterations
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AI-discovered magnetic material: Mn2CrFe4Co4N (performance score: 0.740) | Space group: 1 (resolved from structure) | Key properties: Tc: 612K, Ms: 0.14T, Cost: $13/kg, E_hull: 0.235eV/atom, Dynamically stable | Discovered in 20 AI iterations | - The combination of Mn, Cr, Fe, Co, and N in this stoichiometry yields a high Curie temperature and magnetic density.

- The material is dynamically stable, which supports its structural integrity.

- The energy above hull suggests that the material is metastable or unstable thermodynamically.

- Cost is low, indicating practical feasibility from an economic standpoint.