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| ### Text mining synthesis protocols of heterogeneous catalysts | |
| The following lets you test the model presented in the paper "Text mining and standardization of single-atom catalyst protocols to foster digital synthesis". The model is a transformer-based sequence-to-sequence language model that extracts synthesis actions from procedure text. | |
| For **examples** and **documentation** of the model parameters, please see the model card below. | |
| Disclaimer: The model has been primarily trained to capture synthesis protocols for SACs by solution-phase and thermal treatments. It can also extract synthesis details of other families of heterogeneous catalysts prepared by wet chemistry routes, including precipitation, impregnation, and sol-gel to an acceptable accuracy. |