gpwolfe commited on
Commit
4097fba
·
verified ·
1 Parent(s): 33ded58

Add TiO2_CMS2016 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: mit
8
+ tags:
9
+ - molecular dynamics
10
+ - mlip
11
+ - interatomic potential
12
+ pretty_name: TiO2 CMS2016
13
+ ---
14
+ ### <details><summary>Cite this dataset </summary>Artrith, N., and Urban, A. _TiO2 CMS2016_. ColabFit, 2023. https://doi.org/10.60732/861c6a25</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_kvjft3au55qb_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
+ TiO2 CMS2016
23
+ ### Description
24
+ TiO2 dataset that was designed to build atom neural network potentials (ANN) by Artrith et al. using the AENET package. This dataset includes various crystalline phases of TiO2 and MD data that are extracted from ab inito calculations. The dataset includes 7815 structures with 165,229 atomic environments in the stochiometric ratio of 66% O to 34% Ti.
25
+ ### Dataset authors
26
+ Nongnuch Artrith, Alexander Urban
27
+ ### Publication
28
+ https://doi.org/10.1016/j.commatsci.2015.11.047
29
+ ### Original data link
30
+ https://github.com/DescriptorZoo/sensitivity-dimensionality-results/tree/master/datasets/TiO2
31
+ ### License
32
+ MIT
33
+ ### Number of unique molecular configurations
34
+ 7809
35
+ ### Number of atoms
36
+ 165080
37
+ ### Elements included
38
+ O, Ti
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 sha256:1a30ae9c5952fb65c5a435186d5a887ceaa01ffa7058eb6d937e550811bca321
3
+ size 9273861
ds.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7e146e619bebdc6b8f7a722164128d30a031378c0a14fff3d8b04ba50469bebf
3
+ size 17506