gpwolfe commited on
Commit
a782fbd
·
verified ·
1 Parent(s): 3771235

Add JARVIS_AGRA_O files

Browse files
Files changed (3) hide show
  1. README.md +55 -0
  2. co/co_0.parquet +3 -0
  3. 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: JARVIS AGRA O
13
+ ---
14
+ ### <details><summary>Cite this dataset </summary>Batchelor, T. A., Pedersen, J. K., Winther, S. H., Castelli, I. E., Jacobsen, K. W., and Rossmeisl, J. _JARVIS AGRA O_. ColabFit, 2023. https://doi.org/10.60732/a3177807</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_ikx8oaixaoz0_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
+ JARVIS AGRA O
23
+ ### Description
24
+ The JARVIS_AGRA_O dataset is part of the joint automated repository for various integrated simulations (JARVIS) DFT database. This dataset contains data from the training set for the oxygen reduction reaction (ORR) dataset from Batchelor et al., as used in the automated graph representation algorithm (AGRA) training dataset: a collection of DFT training data for training a graph representation method to extract the local chemical environment of metallic surface adsorption sites. Bulk calculations were performed with k-point = 8 x 8 x 4. Training adsorption energies were calculated on slabs, k-point = 4 x 4 x 1, while testing energies used k-point = 3 x 3 x 1. JARVIS is a set of tools and datasets built to meet current materials design challenges.
25
+ ### Dataset authors
26
+ Thomas A.A. Batchelor, Jack K. Pedersen, Simon H. Winther, Ivano E. Castelli, Karsten W. Jacobsen, Jan Rossmeisl
27
+ ### Publication
28
+ https://doi.org/10.1016/j.joule.2018.12.015
29
+ ### Original data link
30
+ https://figshare.com/ndownloader/files/41923284
31
+ ### License
32
+ CC-BY-4.0
33
+ ### Number of unique molecular configurations
34
+ 1000
35
+ ### Number of atoms
36
+ 17000
37
+ ### Elements included
38
+ Ir, O, Pd, Pt, Rh, Ru
39
+ ### Properties included
40
+ energy, adsorption energy, 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 sha256:473135b141fed259475fb0382dc4f84920d136a8005c27c6c0fa49f7d979b020
3
+ size 639765
ds.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3770b4f155059a173c9056b790af09d3ae51bd15921505aaeaff14eef17dc841
3
+ size 19876