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Add NMD-18 files

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  1. README.md +55 -0
  2. co/co_0.parquet +3 -0
  3. ds.parquet +3 -0
README.md ADDED
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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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+ license: cc0-1.0
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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: NMD-18
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+ ---
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+ ### <details><summary>Cite this dataset </summary>Sutton, C., Ghiringhelli, L. M., Yamamoto, T., Lysogorskiy, Y., Blumenthal, L., Hammerschmidt, T., Golebiowski, J. R., Liu, X., Ziletti, A., and Scheffler, M. _NMD-18_. ColabFit, 2023. https://doi.org/10.60732/e4af85f8</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_of1clsgf4nab_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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+ NMD-18
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+ ### Description
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+ 3,000 Al-Ga-In sesquioxides with energies and band gaps. Relaxed and Vegard's Law geometries with formation energy and band gaps at DFT-PBE level of theory of (Alx-Gay-Inz)2O3 oxides, x+y+z=1. Contains all structures from the NOMAD 2018 Kaggle challenge training and leaderboard data. The formation energy and bandgap energy were computed by using the PBE exchange-correlation DFT functional with the all-electron electronic structure code FHI-aims with tight setting.
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+ ### Dataset authors
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+ Christopher Sutton, Luca M. Ghiringhelli, Takenori Yamamoto, Yury Lysogorskiy, Lars Blumenthal, Thomas Hammerschmidt, Jacek R. Golebiowski, Xiangyue Liu, Angelo Ziletti, Matthias Scheffler
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+ ### Publication
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+ https://doi.org/10.1038/s41524-019-0239-3
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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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+ CC0-1.0
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+ ### Number of unique molecular configurations
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+ 3000
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+ ### Number of atoms
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+ 185070
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+ ### Elements included
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+ Al, Ga, In, O
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+ ### Properties included
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+ formation energy, electronic band gap, cauchy stress
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+ <br>
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+ <hr>
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+
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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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