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+ ---
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+ datasets:
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+ - CambridgeMolecularEngineering/StressEngineeringLiterature
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+ license: gpl-3.0
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+ ---
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+ # MechBERT-uncased
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+ ## Description
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+ This base model is pre-trained on a collection of articles containing mechanical property information sourced from the stress-strain literature.
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+ `PureMechBERT-cased` model is initialised from scratch.
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+ See the [associated paper](https://doi.org/10.1021/acs.jcim.4c00857) for more details.
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+
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+ ## Citation:
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+ If you use this model, please cite:
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+ ```
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+ @article{mechbert-kumar2025,
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+ title={MechBERT: Language Models for Extracting Chemical and Property Relationships about Mechanical Stress and Strain},
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+ author={Pankaj Kumar, Saurabh Kabra, Jacqueline M. Cole},
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+ journal={Journal of Chemical Information and Modelling},
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+ doi={10.1021/acs.jcim.4c00857},
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+ year={2025}
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+ }
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+ ```