Datasets:
Add BA10-18 files
Browse files- README.md +59 -0
- co/co_0.parquet +3 -0
- cs/cs_0.parquet +3 -0
- cs_co_map/cs_co_map_0.parquet +3 -0
- ds.parquet +3 -0
README.md
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---
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configs:
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- config_name: default
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data_files: "co/*.parquet"
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- config_name: info
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data_files: "ds.parquet"
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- config_name: configuration_sets
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data_files: "cs/*.parquet"
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- config_name: config_set_mapping
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data_files: "cs_co_map/*.parquet"
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license: cc-by-4.0
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tags:
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- molecular dynamics
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- mlip
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- interatomic potential
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pretty_name: BA10-18
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---
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### <details><summary>Cite this dataset </summary>Nyshadham, C., Rupp, M., Bekker, B., Shapeev, A. V., Mueller, T., Rosenbrock, C. W., Csányi, G., Wingate, D. W., and Hart, G. L. W. _BA10-18_. ColabFit, 2023. https://doi.org/10.60732/941b9553</details>
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#### This dataset has been curated and formatted for the ColabFit Exchange
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#### This dataset is also available on the ColabFit Exchange:
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https://materials.colabfit.org/id/DS_lifzo8zpa76m_0
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#### Visit the ColabFit Exchange to search additional datasets by author, description, element content and more.
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https://materials.colabfit.org
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<br><hr>
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# Dataset Name
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BA10-18
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### Description
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Dataset (DFT-10B) contains structures of the 10 binary alloys AgCu, AlFe, AlMg, AlNi, AlTi, CoNi, CuFe, CuNi, FeV, and NbNi. Each alloy system includes all possible unit cells with 1-8 atoms for face-centered cubic (fcc) and body-centered cubic (bcc) crystal types, and all possible unit cells with 2-8 atoms for the hexagonal close-packed (hcp) crystal type. This results in 631 fcc, 631 bcc, and 333 hcp structures, yielding 1595 x 10 = 15,950 unrelaxed structures in total. Lattice parameters for each crystal structure were set according to Vegard's law. Total energies were computed using DFT with projector-augmented wave (PAW) potentials within the generalized gradient approximation (GGA) of Perdew, Burke, and Ernzerhof (PBE) as implemented in the Vienna Ab Initio Simulation Package (VASP). The k-point meshes for sampling the Brillouin zone were constructed using generalized regular grids.
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### Dataset authors
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Chandramouli Nyshadham, Matthias Rupp, Brayden Bekker, Alexander V. Shapeev, Tim Mueller, Conrad W. Rosenbrock, Gábor Csányi, David W. Wingate, Gus L. W. Hart
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### Publication
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https://doi.org/10.1038/s41524-019-0189-9
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### Original data link
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https://qmml.org/datasets.html
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### License
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CC-BY-4.0
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### Number of unique molecular configurations
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15920
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### Number of atoms
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116380
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### Elements included
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Ag, Al, Co, Cu, Fe, Mg, Nb, Ni, Ti, V
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### Properties included
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energy, atomization energy, cauchy stress
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<br>
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<hr>
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# Usage
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- `ds.parquet` : Aggregated dataset information.
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- `co/` directory: Configuration rows each include a structure, calculated properties, and metadata.
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- `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.
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- `cs_co_map/` directory : The mapping of configurations to configuration sets (if defined).
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<br>
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#### ColabFit Exchange documentation includes descriptions of content and example code for parsing parquet files:
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- [Parquet parsing: example code](https://materials.colabfit.org/docs/how_to_use_parquet)
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- [Dataset info schema](https://materials.colabfit.org/docs/dataset_schema)
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- [Configuration schema](https://materials.colabfit.org/docs/configuration_schema)
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- [Configuration set schema](https://materials.colabfit.org/docs/configuration_set_schema)
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- [Configuration set to configuration mapping schema](https://materials.colabfit.org/docs/cs_co_mapping_schema)
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co/co_0.parquet
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version https://git-lfs.github.com/spec/v1
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size 7889722
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cs/cs_0.parquet
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version https://git-lfs.github.com/spec/v1
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size 8324
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cs_co_map/cs_co_map_0.parquet
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version https://git-lfs.github.com/spec/v1
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size 204866
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ds.parquet
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version https://git-lfs.github.com/spec/v1
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size 20037
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