9mo
| estimated_tc | new_sc_family | structure_file | chemical_family | known_family_mean_tc | is_known_superconductor |
|---|---|---|---|---|---|
| 17.588334359439354 | False | crystals/gen_171.cif | Al-Nb | 16.94 | True |
| 14.122234500722524 | True | crystals/gen_25.cif | Co-Nb | False | |
| 13.674577814035144 | True | crystals/gen_16.cif | As-Mo-Ru | False | |
| 12.88398990569256 | True | crystals/gen_298.cif | P-Os-Sr | False | |
| 10.640004496423453 | True | crystals/gen_30.cif | Bi-Pb-Pt | False | |
| 10.003554638052348 | True | crystals/gen_192.cif | Eu-Sn | False | |
| 9.860938519548284 | True | crystals/gen_330.cif | Ru-Sn-Y | False |
Haystack superconductor results
Evaluation results for the MatterGen fine-tuned model candidates, with new superconducting families labeled.
MatterGen Tc fine-tuned sample results
postBuilding on 's work with the fine-tuned MatterGen model, we evaluated 400 candidate materials for superconductivity using the Tc classification model. Prior work on fine-tuning:
9mo
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