| --- |
| configs: |
| - config_name: default |
| data_files: "co/*.parquet" |
| - config_name: info |
| data_files: "ds.parquet" |
| license: mit |
| tags: |
| - molecular dynamics |
| - mlip |
| - interatomic potential |
| pretty_name: CGM-MLP natcomm2023 screening graphite train |
| --- |
| ### <details><summary>Cite this dataset </summary>Zhang, D., Yi, P., Lai, X., Peng, L., and Li, H. _CGM-MLP natcomm2023 screening graphite train_. ColabFit, 2024. https://doi.org/10.60732/85590078</details> |
| #### This dataset has been curated and formatted for the ColabFit Exchange |
| #### This dataset is also available on the ColabFit Exchange: |
| https://materials.colabfit.org/id/DS_jasbxoigo7r4_0 |
| #### Visit the ColabFit Exchange to search additional datasets by author, description, element content and more. |
| https://materials.colabfit.org |
| <br><hr> |
| # Dataset Name |
| CGM-MLP natcomm2023 screening graphite train |
| ### Description |
| 40 graphite structures with different lattice constants ranging from 2.0 to 3.2 Å, with a 0.03 Å increment. This dataset was one of the datasets used in testing screening parameters during the process of producing an active learning dataset for Cu-C interactions for the purposes of exploring substrate-catalyzed deposition as a means of controllable synthesis of carbon nanomaterials. The combined dataset includes structures from the Carbon_GAP_20 dataset and additional configurations of carbon clusters on a Cu(111) surface. |
| ### Dataset authors |
| Di Zhang, Peiyun Yi, Xinmin Lai, Linfa Peng, Hao Li |
| ### Publication |
| https://doi.org/10.1038/s41467-023-44525-z |
| ### Original data link |
| https://github.com/sjtudizhang/CGM-MLP |
| ### License |
| MIT |
| ### Number of unique molecular configurations |
| 41 |
| ### Number of atoms |
| 1968 |
| ### Elements included |
| C |
| ### Properties included |
| energy, atomic forces, cauchy stress |
| <br> |
| <hr> |
|
|
| # Usage |
| - `ds.parquet` : Aggregated dataset information. |
| - `co/` directory: Configuration rows each include a structure, calculated properties, and metadata. |
| - `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. |
| - `cs_co_map/` directory : The mapping of configurations to configuration sets (if defined). |
| <br> |
| #### ColabFit Exchange documentation includes descriptions of content and example code for parsing parquet files: |
| - [Parquet parsing: example code](https://materials.colabfit.org/docs/how_to_use_parquet) |
| - [Dataset info schema](https://materials.colabfit.org/docs/dataset_schema) |
| - [Configuration schema](https://materials.colabfit.org/docs/configuration_schema) |
| - [Configuration set schema](https://materials.colabfit.org/docs/configuration_set_schema) |
| - [Configuration set to configuration mapping schema](https://materials.colabfit.org/docs/cs_co_mapping_schema) |
|
|
