Benchmarks/MatterGen/Magnetic Density Conditioning

Magnetic Density Conditioning

MatterGen — Crystal Generation

Generates crystals conditioned on target magnetic density (μB/ų).

Sources

Performance Metrics

MetricValueDescription
Target ConditioningSupportedAccepts magnetic density target > 0 μB/ų
Validation18 S.U.N.18 stable/unique/novel magnetic structures from 180 DFT calcs (target > 0.2 μB/ų)
Test Set
Materials Project magnetic materials subset
Notes
Generates novel magnetic materials including candidates for permanent magnet applications. 18 S.U.N. structures from 180 DFT calculations at > 0.2 μB/ų target.
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