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  1. Unified_ML4Polymers Unified_ML4Polymers Public

    Unified machine learning model for predicting polymer properties through human language instructions

    HTML 13 3

  2. PPP-1_PredictionTg4Polyimides PPP-1_PredictionTg4Polyimides Public

    This is the 1st part of project PPP-Prediction Properties of Polymers, and this work predicts Tg of polyimides using GNN, while more than 8,000,000 Tg data being predicted.

    Jupyter Notebook 6

  3. DataAugmentation4SmallData DataAugmentation4SmallData Public

    Data enhancement scheme for addressing the dilemma of small data on machine learning for polymer.

    Jupyter Notebook 5 2

  4. ViscosityPredOfEpoxyResin ViscosityPredOfEpoxyResin Public

    1