Add DeePMD_SE 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
ADDED
|
@@ -0,0 +1,59 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
configs:
|
| 3 |
+
- config_name: default
|
| 4 |
+
data_files: "co/*.parquet"
|
| 5 |
+
- config_name: info
|
| 6 |
+
data_files: "ds.parquet"
|
| 7 |
+
- config_name: configuration_sets
|
| 8 |
+
data_files: "cs/*.parquet"
|
| 9 |
+
- config_name: config_set_mapping
|
| 10 |
+
data_files: "cs_co_map/*.parquet"
|
| 11 |
+
license: lgpl-3.0
|
| 12 |
+
tags:
|
| 13 |
+
- molecular dynamics
|
| 14 |
+
- mlip
|
| 15 |
+
- interatomic potential
|
| 16 |
+
pretty_name: DeePMD SE
|
| 17 |
+
---
|
| 18 |
+
### <details><summary>Cite this dataset </summary>Zhang, L., Han, J., Wang, H., Saidi, W. A., Car, R., and E, W. _DeePMD SE_. ColabFit, 2023. https://doi.org/10.60732/d5518670</details>
|
| 19 |
+
#### This dataset has been curated and formatted for the ColabFit Exchange
|
| 20 |
+
#### This dataset is also available on the ColabFit Exchange:
|
| 21 |
+
https://materials.colabfit.org/id/DS_k85kj1kiekip_0
|
| 22 |
+
#### Visit the ColabFit Exchange to search additional datasets by author, description, element content and more.
|
| 23 |
+
https://materials.colabfit.org
|
| 24 |
+
<br><hr>
|
| 25 |
+
# Dataset Name
|
| 26 |
+
DeePMD SE
|
| 27 |
+
### Description
|
| 28 |
+
127,000 configurations from a dataset used to benchmark and train a modified DeePMD model called DeepPot-SE, or Deep Potential - Smooth Edition
|
| 29 |
+
### Dataset authors
|
| 30 |
+
Linfeng Zhang, Jiequn Han, Han Wang, Wissam A. Saidi, Roberto Car, Weinan E
|
| 31 |
+
### Publication
|
| 32 |
+
https://papers.nips.cc/paper_files/paper/2018/file/e2ad76f2326fbc6b56a45a56c59fafdb-Paper.pdf
|
| 33 |
+
### Original data link
|
| 34 |
+
https://www.aissquare.com/datasets/detail?pageType=datasets&name=deepmd-se-dataset
|
| 35 |
+
### License
|
| 36 |
+
LGPL-3.0-only
|
| 37 |
+
### Number of unique molecular configurations
|
| 38 |
+
126631
|
| 39 |
+
### Number of atoms
|
| 40 |
+
26210897
|
| 41 |
+
### Elements included
|
| 42 |
+
Al, C, Co, Cr, Cu, Fe, Ge, H, Mn, Mo, N, Ni, O, Pt, S, Si, Ti
|
| 43 |
+
### Properties included
|
| 44 |
+
energy, atomic forces, cauchy stress
|
| 45 |
+
<br>
|
| 46 |
+
<hr>
|
| 47 |
+
|
| 48 |
+
# Usage
|
| 49 |
+
- `ds.parquet` : Aggregated dataset information.
|
| 50 |
+
- `co/` directory: Configuration rows each include a structure, calculated properties, and metadata.
|
| 51 |
+
- `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.
|
| 52 |
+
- `cs_co_map/` directory : The mapping of configurations to configuration sets (if defined).
|
| 53 |
+
<br>
|
| 54 |
+
#### ColabFit Exchange documentation includes descriptions of content and example code for parsing parquet files:
|
| 55 |
+
- [Parquet parsing: example code](https://materials.colabfit.org/docs/how_to_use_parquet)
|
| 56 |
+
- [Dataset info schema](https://materials.colabfit.org/docs/dataset_schema)
|
| 57 |
+
- [Configuration schema](https://materials.colabfit.org/docs/configuration_schema)
|
| 58 |
+
- [Configuration set schema](https://materials.colabfit.org/docs/configuration_set_schema)
|
| 59 |
+
- [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 sha256:91cef630fde3ec93808c391ee060e9e23ee228ad995d98f8e8f06ad2fac13154
|
| 3 |
+
size 637196056
|
cs/cs_0.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ebad29468a236fa6c9c144a5b3bad842b5f2dcb96651bf0f0b454fc0a0f7cf33
|
| 3 |
+
size 8506
|
cs_co_map/cs_co_map_0.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:faed8bbb41e47cea2a01ee8a2180a5d479ed0c556d7f1c3147d47dd4f1237002
|
| 3 |
+
size 1426014
|
ds.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5495dddc75453bfc295a3fd76ea4b44df3d3404f67d02196382c528dcbd2ad4d
|
| 3 |
+
size 17152
|