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POLY-X
Polymer Property Prediction Platform
3-tier prediction: Group Contribution + ML Ensemble + polyBERT
Tg, Tm, Td, Density, Solubility Parameter, CED
Total Jobs
0
Completed
0
Polymers Analyzed
0
Prediction Tiers
3
Van Krevelen functional group additivity with structural corrections. Instant predictions for Tg, Tm, density, solubility, CED.
RF + Gradient Boosting trained on PI1M (1M polymers). ECFP4 2048-bit fingerprints, scaffold split.
DeBERTa transformer with 600-D polymer embeddings. Captures long-range structural patterns.