Add GST_GAP_22_main files
Browse files- README.md +55 -0
- co/co_0.parquet +3 -0
- ds.parquet +3 -0
README.md
ADDED
|
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
configs:
|
| 3 |
+
- config_name: default
|
| 4 |
+
data_files: "co/*.parquet"
|
| 5 |
+
- config_name: info
|
| 6 |
+
data_files: "ds.parquet"
|
| 7 |
+
license: cc-by-4.0
|
| 8 |
+
tags:
|
| 9 |
+
- molecular dynamics
|
| 10 |
+
- mlip
|
| 11 |
+
- interatomic potential
|
| 12 |
+
pretty_name: GST GAP 22 main
|
| 13 |
+
---
|
| 14 |
+
### <details><summary>Cite this dataset </summary>Zhou, Y., Zhang, W., Ma, E., and Deringer, V. L. _GST GAP 22 main_. ColabFit, 2023. https://doi.org/10.60732/f2d6e02c</details>
|
| 15 |
+
#### This dataset has been curated and formatted for the ColabFit Exchange
|
| 16 |
+
#### This dataset is also available on the ColabFit Exchange:
|
| 17 |
+
https://materials.colabfit.org/id/DS_r3hav37ufnmb_0
|
| 18 |
+
#### Visit the ColabFit Exchange to search additional datasets by author, description, element content and more.
|
| 19 |
+
https://materials.colabfit.org
|
| 20 |
+
<br><hr>
|
| 21 |
+
# Dataset Name
|
| 22 |
+
GST GAP 22 main
|
| 23 |
+
### Description
|
| 24 |
+
The main training dataset for GST_GAP_22, calculated using the PBEsol functional. GST-GAP-22 contains configurations of phase-change materials on the quasi-binary GeTe-Sb2Te3 (GST) line of chemical compositions. Data was used for training a machine learning interatomic potential to simulate a range of germanium-antimony-tellurium compositions under realistic device conditions.
|
| 25 |
+
### Dataset authors
|
| 26 |
+
Yuxing Zhou, Wei Zhang, Evan Ma, Volker L. Deringer
|
| 27 |
+
### Publication
|
| 28 |
+
https://doi.org/10.1038/s41928-023-01030-x
|
| 29 |
+
### Original data link
|
| 30 |
+
https://doi.org/10.5281/zenodo.8208202
|
| 31 |
+
### License
|
| 32 |
+
CC-BY-4.0
|
| 33 |
+
### Number of unique molecular configurations
|
| 34 |
+
2690
|
| 35 |
+
### Number of atoms
|
| 36 |
+
341004
|
| 37 |
+
### Elements included
|
| 38 |
+
Ge, Sb, Te
|
| 39 |
+
### Properties included
|
| 40 |
+
energy, atomic forces, cauchy stress
|
| 41 |
+
<br>
|
| 42 |
+
<hr>
|
| 43 |
+
|
| 44 |
+
# Usage
|
| 45 |
+
- `ds.parquet` : Aggregated dataset information.
|
| 46 |
+
- `co/` directory: Configuration rows each include a structure, calculated properties, and metadata.
|
| 47 |
+
- `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.
|
| 48 |
+
- `cs_co_map/` directory : The mapping of configurations to configuration sets (if defined).
|
| 49 |
+
<br>
|
| 50 |
+
#### ColabFit Exchange documentation includes descriptions of content and example code for parsing parquet files:
|
| 51 |
+
- [Parquet parsing: example code](https://materials.colabfit.org/docs/how_to_use_parquet)
|
| 52 |
+
- [Dataset info schema](https://materials.colabfit.org/docs/dataset_schema)
|
| 53 |
+
- [Configuration schema](https://materials.colabfit.org/docs/configuration_schema)
|
| 54 |
+
- [Configuration set schema](https://materials.colabfit.org/docs/configuration_set_schema)
|
| 55 |
+
- [Configuration set to configuration mapping schema](https://materials.colabfit.org/docs/cs_co_mapping_schema)
|
co/co_0.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e4770ac30a36f3f24491a86501a320d47aae7eaf5f701b1e1dfe6581988b01bf
|
| 3 |
+
size 11956991
|
ds.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:12eb8091e4b593dd54289c2b9af22e56adf51c6f46c96bf5f244eb41e234a160
|
| 3 |
+
size 17424
|