README.md

metadata

license: mit

Stress Engineering Literature

This dataset is a compilation of research articles that contain information on stress strain properties. The articles were scraped from the publishers Elsevier, Springer Nature, and Wiley. The plain text content was extracted using the reader package in ChemDataExtractor.

This resulting text dataset contains approximately 1.2 billion tokens and was used to pre-train domain specific BERT models.

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}
}