Datasets:
Size:
10M - 100M
License:
| configs: | |
| - config_name: default | |
| data_files: "co/*.parquet" | |
| - config_name: info | |
| data_files: "ds.parquet" | |
| - config_name: configuration_sets | |
| data_files: "cs/*.parquet" | |
| - config_name: config_set_mapping | |
| data_files: "cs_co_map/*.parquet" | |
| license: cc-by-4.0 | |
| tags: | |
| - molecular dynamics | |
| - mlip | |
| - interatomic potential | |
| pretty_name: Alexandria geometry optimization paths PBE 3D | |
| ### <details><summary>Cite this dataset </summary>Schmidt, J., Hoffmann, N., Wang, H., Borlido, P., Carriço, P. J. M. A., Cerqueira, T. F. T., Botti, S., and Marques, M. A. L. _Alexandria geometry optimization paths PBE 3D_. ColabFit, 2024. https://doi.org/10.60732/c88da7df</details> | |
| #### This dataset has been curated and formatted for the ColabFit Exchange | |
| #### This dataset is also available on the ColabFit Exchange: | |
| https://materials.colabfit.org/id/DS_s6gf4z2hcjqy_0 | |
| #### Visit the ColabFit Exchange to search additional datasets by author, description, element content and more. | |
| https://materials.colabfit.org | |
| <br><hr> | |
| # Dataset Name | |
| Alexandria geometry optimization paths PBE 3D | |
| ### Description | |
| The Alexandria Materials Database contains theoretical crystal structures in 1D, 2D and 3D discovered by machine learning approaches using DFT with PBE, PBEsol and SCAN methods. This dataset represents the geometry optimization paths for 3D crystal structures from Alexandria calculated using PBE methods. | |
| ### Dataset authors | |
| Jonathan Schmidt, Noah Hoffmann, Hai-Chen Wang, Pedro Borlido, Pedro J. M. A. Carriço, Tiago F. T. Cerqueira, Silvana Botti, Miguel A. L. Marques | |
| ### Publication | |
| https://doi.org/10.1002/adma.202210788 | |
| ### Original data link | |
| https://alexandria.icams.rub.de/ | |
| ### License | |
| CC-BY-4.0 | |
| ### Number of unique molecular configurations | |
| 106825218 | |
| ### Number of atoms | |
| 1313552132 | |
| ### Elements included | |
| Ac, Ag, Al, Ar, As, Au, B, Ba, Be, Bi, Br, C, Ca, Cd, Ce, Cl, Co, Cr, Cs, Cu, Dy, Er, Eu, F, Fe, Ga, Gd, Ge, H, He, Hf, Hg, Ho, I, In, Ir, K, Kr, La, Li, Lu, Mg, Mn, Mo, N, Na, Nb, Nd, Ne, Ni, Np, O, Os, P, Pa, Pb, Pd, Pm, Pr, Pt, Pu, Rb, Re, Rh, Ru, S, Sb, Sc, Se, Si, Sm, Sn, Sr, Ta, Tb, Tc, Te, Th, Ti, Tl, Tm, U, V, W, Xe, Y, Yb, Zn, Zr | |
| ### Properties included | |
| energy, atomic forces, cauchy stress | |
| <br> | |
| <hr> | |
| # Usage | |
| - `ds.parquet` : Aggregated dataset information. | |
| - `co/` directory: Configuration rows each include a structure, calculated properties, and metadata. | |
| - `cs/` directory : Configuration sets are subsets of configurations grouped by some common characteristic. If `cs/` does not exist, no configurations sets have been defined for this dataset. | |
| - `cs_co_map/` directory : The mapping of configurations to configuration sets (if defined). | |
| <br> | |
| #### ColabFit Exchange documentation includes descriptions of content and example code for parsing parquet files: | |
| - [Parquet parsing: example code](https://materials.colabfit.org/docs/how_to_use_parquet) | |
| - [Dataset info schema](https://materials.colabfit.org/docs/dataset_schema) | |
| - [Configuration schema](https://materials.colabfit.org/docs/configuration_schema) | |
| - [Configuration set schema](https://materials.colabfit.org/docs/configuration_set_schema) | |
| - [Configuration set to configuration mapping schema](https://materials.colabfit.org/docs/cs_co_mapping_schema) | |