gpwolfe commited on
Commit
ef0e32e
·
verified ·
1 Parent(s): 903f606

Add NequIP_NC_2022 files

Browse files
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: cc-by-4.0
12
+ tags:
13
+ - molecular dynamics
14
+ - mlip
15
+ - interatomic potential
16
+ pretty_name: NequIP NC 2022
17
+ ---
18
+ ### <details><summary>Cite this dataset </summary>Batzner, S., Musaelian, A., Sun, L., Geiger, M., Mailoa, J. P., Kornbluth, M., Molinari, N., Smidt, T. E., and Kozinsky, B. _NequIP NC 2022_. ColabFit, 2023. https://doi.org/10.60732/e05d99fd</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_4pbhjtu62o2d_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
+ NequIP NC 2022
27
+ ### Description
28
+ Approximately 57,000 configurations from the evaluation datasets for NequIP graph neural network model for interatomic potentials. Trajectories have been taken from LIPS, LIPO glass melt-quench simulation, and formate decomposition on Cu datasets.
29
+ ### Dataset authors
30
+ Simon Batzner, Albert Musaelian, Lixin Sun, Mario Geiger, Jonathan P. Mailoa, Mordechai Kornbluth, Nicola Molinari, Tess E. Smidt, Boris Kozinsky
31
+ ### Publication
32
+ https://doi.org/10.1038/s41467-022-29939-5
33
+ ### Original data link
34
+ https://doi.org/10.24435/materialscloud:s0-5n
35
+ ### License
36
+ CC-BY-4.0
37
+ ### Number of unique molecular configurations
38
+ 56822
39
+ ### Number of atoms
40
+ 7629463
41
+ ### Elements included
42
+ C, Cu, H, Li, O, P, S
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 sha256:7a327a2b469ba04a5bd6963ee3353f24ace3eba15f7001a8a65dbdbd23d8f600
3
+ size 215028240
cs/cs_0.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a0735886f9f0919a2e5daafa23992d64e58bba604d9c11e89402bb3d1ec9b0c7
3
+ size 8120
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:fbc2e0e72315a87ee25a2435543e68538277242a0d294472d8f686291730d0fb
3
+ size 667441
ds.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:66928b325e44c4942d2f7113df7a39e2ed78a63deb756e4707e2d57ce3e3956f
3
+ size 17209