Datasets:
Add HfO2_DPGEN_PRB_2021 files
Browse files- README.md +55 -0
- co/co_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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license: lgpl-3.0
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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: HfO2 DPGEN PRB 2021
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---
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### <details><summary>Cite this dataset </summary>Wu, J., Zhang, Y., Zhang, L., and Liu, S. _HfO2 DPGEN PRB 2021_. ColabFit, 2023. https://doi.org/10.60732/9fbd0fcb</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_qgi1kbtdzwmm_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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HfO2 DPGEN PRB 2021
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### Description
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Approximately 28,500 configurations of hafnia (HfO2) used in the training of a DP model for the prediction of properties of various hafnia polymorphs, including transition barriers between different phases.
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### Dataset authors
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Jing Wu, Yuzhi Zhang, Linfeng Zhang, Shi Liu
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### Publication
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https://doi.org/10.1103/PhysRevB.103.024108
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### Original data link
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https://www.aissquare.com/datasets/detail?pageType=datasets&name=HfO2-dpgen
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### License
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LGPL-3.0-only
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### Number of unique molecular configurations
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28506
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### Number of atoms
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2736576
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### Elements included
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Hf, 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 sha256:4a5e01c761e19c35e50197931310e348b1f715384f3e22cd8f540ddc5c50f405
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size 76862153
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ds.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:dab91b78dbdbdc90844e7909e4282dcd2d5af2c9de8c50aa795bb039ebaf0894
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size 16822
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