README.md

---
datasets:
- CambridgeMolecularEngineering/StressEngineeringLiterature
license: gpl-3.0
---
# MechBERT-cased

## Description
This base model is pre-trained on a collection of articles containing mechanical property information sourced from the stress-strain literature.

`MechBERT-cased` model is initialised from the weights of `BERT-base-cased`.

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}
}
```