MechBERT Models: Pre-trained models for Stress-Engineering
Collection
Models pre-trained on stress-engineering literature containing mechanical property information.
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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}
}
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