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@Ramprasad-Group

Ramprasad Group

We develop and utilize computational and data-driven tools to aid materials design

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  1. polymer_knowledge_extraction polymer_knowledge_extraction Public

    Jupyter Notebook 25 9

  2. copolymer_informatics copolymer_informatics Public

    Code for the paper Copolymer Informatics with Multi-Task Deep Neural Networks

    Jupyter Notebook 15 6

Repositories

Showing 10 of 30 repositories
  • OTF-MLFF-Tg Public

    Data for "On-the-Fly Machine-Learned Force Fields for High-Fidelity Polymer Glass Transition Simulations".

    Ramprasad-Group/OTF-MLFF-Tg's past year of commit activity
    2 0 0 0 Updated Aug 30, 2026
  • polyVERSE Public

    polyVERSE is a comprehensive repository of informatics-ready datasets curated by the Ramprasad Group.

    Ramprasad-Group/polyVERSE's past year of commit activity
    Python 47 8 2 2 Updated Aug 23, 2026
  • rag-polymer-lit-scholar Public
    Ramprasad-Group/rag-polymer-lit-scholar's past year of commit activity
    Python 2 0 0 0 Updated Jun 24, 2026
  • polyRETRO Public
    Ramprasad-Group/polyRETRO's past year of commit activity
    Python 2 0 0 0 Updated May 23, 2026
  • polyBERT Public
    Ramprasad-Group/polyBERT's past year of commit activity
    6 1 0 0 Updated May 18, 2026
  • polyGen Public
    Ramprasad-Group/polyGen's past year of commit activity
    Python 2 0 0 0 Updated Feb 23, 2026
  • OPVPerfPredictor Public

    Predict key performance parameters (PCE, Voc, Jsc, FF) of organic solar cells using natural language prompts and fine-tuned TinyLlama-1.1B adapters.

    Ramprasad-Group/OPVPerfPredictor's past year of commit activity
    Jupyter Notebook 3 0 0 0 Updated Jan 7, 2026
  • green_solvents Public

    Data for green solvents

    Ramprasad-Group/green_solvents's past year of commit activity
    0 0 0 0 Updated Nov 17, 2025
  • PromptDataExtraction Public

    Python module and scripts to run automated data extraction pipelines built using MaterialsBERT, GPT-3.5 and LlaMa 2 models.

    Ramprasad-Group/PromptDataExtraction's past year of commit activity
    Python 37 6 0 1 Updated Jun 25, 2025
  • PENN_Melt_Viscosity Public

    Code example for a Physics Enforced Neural Network for Polymer Melt Viscosity

    Ramprasad-Group/PENN_Melt_Viscosity's past year of commit activity
    Python 4 2 1 0 Updated May 31, 2025
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