Create README.md

README.md

@@ -0,0 +1,27 @@
+---
+datasets:
+- CambridgeMolecularEngineering/StressEngineeringLiterature
+license: gpl-3.0
+---
+# MechBERT-uncased
+
+## Description
+This base model is pre-trained on a collection of articles containing mechanical property information sourced from the stress-strain literature.
+
+`PureMechBERT-uncased` model is initialised from scratch.
+
+See the [associated paper](https://doi.org/10.1021/acs.jcim.4c00857) for more details.
+
+## Citation:
+
+If you use this model, please cite:
+
+```
+@article{mechbert-kumar2025,
+  title={MechBERT: Language Models for Extracting Chemical and Property Relationships about Mechanical Stress and Strain},
+  author={Pankaj Kumar, Saurabh Kabra, Jacqueline M. Cole},
+  journal={Journal of Chemical Information and Modelling},
+  doi={10.1021/acs.jcim.4c00857},
+  year={2025}
+}
+```