model_cards/sac_synthesis_mining_description.md

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.