PolyNC
A unified natural and chemical language model (text-to-text) for predicting polymer properties. Supports multi-task regression and classification using transformer-based deep learning trained on polymer structure-property datasets.
| Version | 1.3.0 |
|---|---|
| Creator | Qiu, H.; Liu, L.; Qiu, X.; Dai, X.; Ji, X.; Sun, Z.-Y. |
| Delivery | executable |
| Requirements | ram: 8GB; disk: 1.5GB |
Keywords
polymerNLPtransformerproperty-predictionmulti-taskregressionclassificationSMILES
Citation
PolyNC: a natural and chemical language model for the prediction of unified polymer properties