Citations

All content released under the LeMaterial initiative is distributed under the Creative Commons Attribution 4.0 International (CC BY 4.0) license. This means the datasets and tools may be freely copied, distributed, modified, and used for derivative works, provided that appropriate credit is given to the LeMaterial project.

If you use LeMaterial in your research or software, please cite the data card citation section available on each dataset’s Hugging Face page. A consolidated reference paper is forthcoming.

Attribution to Upstream Data Sources

LeMaterial includes unified data from several foundational sources. Please make sure to also cite the original dataset(s) according to the provenance of the data you use.

For example in LeMat-Bulk, If you use materials data which include (”mp-”) in the immutable_id, please cite the Materials Project. If they include (”agm-”) in the immutable_id, please cite Alexandria PBE or Alexandria PBESol, SCAN. If they include (”oqmd-”) in the immutable_id, please cite OQMD.

Tools Acknowledgement

If you make use of the Phase Diagram visualizer or the 3D crystal viewer in the LeMaterial Explorer, please acknowledge the Crystal Toolkit project.