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ClaudioZeniMRSC committed Feb 24, 2025
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The top-level directories and their contents are as follows:

* [`mattergen`](mattergen): CIF files for structures generated by MatterGen. These are divided as follows:
* [`mattergen_base`](mattergen_base): CIF files for structures generated by the unconditional model. These are the structures shown in Figure 2 and described in Table D5.
* [`chemical_system`](chemical_system): CIF files for structures generated by the model conditioned on chemical system. These pertain the benchmark on chemical system exploration of 27 chemical systems.
* [`ml_bulk_modulus`](ml_bulk_modulus): CIF files for structures generated by the model conditioned on bulk modulus. These pertain structures shown in Figure 4f and 4h.
* [`dft_mag_density`](dft_mag_density): CIF files for structures generated by the model conditioned on magnetic density. These pertain structures shown in Figure 4d, 4g, and 5a
* [`dft_band_gap`](dft_band_gap): CIF files for structures generated by the model conditioned on band gap. These pertain structures shown in Figure 4e.
* [`space_group`](space_group): CIF files for structures generated by the model conditioned on space group. These pertain structures shown in Figure D8b.
* [`dft_mag_density_hhi_score`](dft_mag_density_hhi_score): CIF files for structures generated by the model jointly conditioned on magnetic density and HHI score. These pertain structures shown in Figure 5a and 5c, and described in Table D8.
* [`experimental`](experimental): CIF files for structures for which experimental synthesis was attempted, generated by the model conditioned on bulk modulus. These are shown in Figures 6b, 6c, and D10.
* [`mattergen_base`](mattergen/mattergen_base): CIF files for structures generated by the unconditional model. These are the structures shown in Figure 2 and described in Table D5.
* [`chemical_system`](mattergen/chemical_system): CIF files for structures generated by the model conditioned on chemical system. These pertain the benchmark on chemical system exploration of 27 chemical systems.
* [`ml_bulk_modulus`](mattergen/ml_bulk_modulus): CIF files for structures generated by the model conditioned on bulk modulus. These pertain structures shown in Figure 4f and 4h.
* [`dft_mag_density`](mattergen/dft_mag_density): CIF files for structures generated by the model conditioned on magnetic density. These pertain structures shown in Figure 4d, 4g, and 5a
* [`dft_band_gap`](mattergen/dft_band_gap): CIF files for structures generated by the model conditioned on band gap. These pertain structures shown in Figure 4e.
* [`space_group`](mattergen/space_group): CIF files for structures generated by the model conditioned on space group. These pertain structures shown in Figure D8b.
* [`dft_mag_density_hhi_score`](mattergen/dft_mag_density_hhi_score): CIF files for structures generated by the model jointly conditioned on magnetic density and HHI score. These pertain structures shown in Figure 5a and 5c, and described in Table D8.
* [`experimental`](mattergen/experimental): CIF files for structures for which experimental synthesis was attempted, generated by the model conditioned on bulk modulus. These are shown in Figures 6b, 6c, and D10.
* [`random_structure_search`](random_structure_search): CIF files for structures generated by an in-house implementation of random structure search. These are divided as follows:
* [`chemical_system`](chemical_system): CIF files for structures generated for the benchmark on chemical system exploration.
* [`substitution`](substitution): CIF files for structures generated by an in-house implementation of substitution. These are divided as follows:
* [`chemical_system`](chemical_system): CIF files for structures generated for the benchmark on chemical system exploration.
* [`chemical_system`](random_structure_search/chemical_system): CIF files for structures generated for the benchmark on chemical system exploration.
* [`substitution`](random_structure_search/substitution): CIF files for structures generated by an in-house implementation of substitution. These are divided as follows:
* [`chemical_system`](random_structure_search/chemical_system): CIF files for structures generated for the benchmark on chemical system exploration.

In all subdirectories, two CIF files are included for each generated structure. `<reduced formula>.cif` contains the original structure after DFT relaxation; `<reduced formula>_symmetrized.cif` contains the structure saved with a relaxed symmetry tolerance `symprec=0.1`, which is the tolerance used in the paper to report the space group; otherwise default settings of `pymatgen==2023.12.18` and `spglib==2.0.2` were used.

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