Datasets:
Add Vector-QM24_DMC 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: 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: Vector-QM24 DMC
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---
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### <details><summary>Cite this dataset </summary>Khan, D., Benali, A., Kim, S. Y. H., Rudorff, G. F., and Lilienfeld, O. A. _Vector-QM24 DMC_. ColabFit, 2025. https://doi.org/None</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_dbso1owsqbwv_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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Vector-QM24 DMC
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### Description
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Lowest-energy structures with up to 4 heavy atoms from Vector-QM24 (VQM24) with properties calculated using diffusion quantum Monte Carlo (DMC) after DFT optimization. Vector-QM24 is a quantum chemistry dataset of ~836 thousand small organic and inorganic molecules. Dataset covers all possible neutral closed-shell small organic and inorganic molecules with up to five heavy (p-block) atoms: C, N, O, F, Si, P, S, Cl, Br.
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### Dataset authors
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Danish Khan, Anouar Benali, Scott Y. H. Kim, Guido Falk von Rudorff, O. Anatole von Lilienfeld
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### Publication
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https://doi.org/10.1038/s41597-025-05428-4
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### Original data link
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https://doi.org/10.5281/zenodo.15442257
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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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10780
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### Number of atoms
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79933
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### Elements included
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Br, C, Cl, F, H, N, O, P, S, Si
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### Properties included
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energy
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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:efc68754ce86a02eeb4cf72de9fb2af8c07a05ea7d901f7f5ab8c3ad6cbfebc6
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size 5596105
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ds.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:266968b479c7ea4e441c6037b473221b736ba239c0222db0f8de5176bea83ce1
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size 22884
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