Published December 7, 2022
| Version v1
Dataset
Open
Open MatSci ML Toolkit - DGL Graphs for OpenCatalyst IS2RE Task (OC20)
Description
Dataset accompanying the release of the Open MatSciML Toolkit, an open source software for development graph neural networks on the OpenCatalyst project using the Deep Graph Library (DGL).
For more details about the Open MatSci ML Toolkit, check the associated open-source repository and paper.
Compressed files ~11GB with uncompressed file being ~133 GB.
Files
dgl_is2re_oc20.zip
Files
(11.0 GB)
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md5:e40104f89bef406af90dbbc6355643c2
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Additional details
Related works
- Is published in
- Preprint: https://arxiv.org/abs/2210.17484 (URL)
- Software: https://github.com/IntelLabs/matsciml (URL)
References
- Chanussot*, L., Das*, A., Goyal*, S., Lavril*, T., Shuaibi*, M., Riviere, M., Tran, K., Heras-Domingo, J., Ho, C., Hu, W., Palizhati, A., Sriram, A., Wood, B., Yoon, J., Parikh, D., Zitnick, C. L., and Ulissi, Z. Open catalyst 2020 (oc20) dataset and community challenges. ACS Catalysis, 2021. doi: 10.1021/acscatal.0c04525.