Add ISO17_NC_2017 files
Browse files- README.md +55 -0
- co/co_0.parquet +3 -0
- co/co_1.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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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: ISO17 NC 2017
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---
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### <details><summary>Cite this dataset </summary>Vandermause, J., Xie, Y., Lim, J. S., Owen, C. J., and Kozinsky, B. _ISO17 NC 2017_. ColabFit, 2023. https://doi.org/10.60732/ad0a0039</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_ngsaypfb9rnj_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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ISO17 NC 2017
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### Description
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129 molecules of composition C7O2H10 from the QM9 dataset with 5000 conformational geometries apiece. Molecular dynamics data was simulated using the Fritz-Haber Institute ab initio simulation software.
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### Dataset authors
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Jonathan Vandermause, Yu Xie, Jin Soo Lim, Cameron J. Owen, Boris Kozinsky
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### Publication
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https://proceedings.neurips.cc/paper/2017/hash/303ed4c69846ab36c2904d3ba8573050-Abstract.html
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### Original data link
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http://quantum-machine.org/datasets/
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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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640791
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### Number of atoms
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12175029
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### Elements included
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C, H, O
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### Properties included
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energy, atomic forces, 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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oid sha256:dd2844d7da2ebed9ea5513738d64eeeb2bc6102f160345c3ff0b16d6250f1495
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size 457357476
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co/co_1.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:7524311fd59c0ab46fd06a44d53ae41fd149e64a990bb6a7fe82d76cf20da0b8
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size 276010827
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ds.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:5eef4b46be2635a73665eafbca7b833f041a0c72b93f765ecfe53d4738bef724
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size 17488
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