README.md

metadata

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.

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

See the associated paper 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}
}