Datasets:
Add QM7b_AlphaML 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: QM7b AlphaML
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---
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### <details><summary>Cite this dataset </summary>Yang, Y., Lao, K. U., Wilkins, D. M., Grisafi, A., Ceriotti, M., and Jr, R. A. D. _QM7b AlphaML_. ColabFit, 2023. https://doi.org/10.60732/8fb1d4c7</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_3a5xucj4yqa8_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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QM7b AlphaML
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### Description
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Energy, computed with LR-CCSD, hybrid DFT (B3LYP & SCAN0) for 7211 molecules in QM7b and 52 molecules in AlphaML showcase database.
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### Dataset authors
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Yang Yang, Ka Un Lao, David M. Wilkins, Andrea Grisafi, Michele Ceriotti, Robert A. DiStasio Jr
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### Publication
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https://doi.org/10.1038/s41597-019-0157-8
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### Original data link
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https://doi.org/10.24435/materialscloud:2019.0002/v3
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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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7255
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### Number of atoms
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112218
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### Elements included
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C, Cl, H, N, O, S
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### Properties included
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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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oid sha256:803e2b947d3f666fa5a1ccfff60b9e623a475f27a2460f788e45ec87721332ff
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size 19834171
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cs/cs_0.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:f80913113de642667b9a93cd0e26241ac8dde22df4744685ddac1badc7043bf2
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size 7979
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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 91488
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ds.parquet
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version https://git-lfs.github.com/spec/v1
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size 16627
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