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---
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-cased` 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}
}
``` |