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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 26 9

  2. copolymer_informatics copolymer_informatics Public

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

    Jupyter Notebook 14 6

Repositories

Showing 10 of 26 repositories
  • 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 30 6 2 2 Updated Jan 21, 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 1 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
  • polyBERT Public
    Ramprasad-Group/polyBERT’s past year of commit activity
    3 0 0 0 Updated Nov 6, 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 30 4 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
  • polyVERSE-Structures Public
    Ramprasad-Group/polyVERSE-Structures’s past year of commit activity
    0 0 0 0 Updated Apr 28, 2025
  • enthalpy_ml_paper_code Public

    Jupyter notebooks used to run analysis for the enthalpy ml model

    Ramprasad-Group/enthalpy_ml_paper_code’s past year of commit activity
    Jupyter Notebook 2 1 0 0 Updated Apr 24, 2025
  • Sublimation_enthalpy_model Public

    GPR sublimation enthalpy model

    Ramprasad-Group/Sublimation_enthalpy_model’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Apr 4, 2025
  • spall_strength_prediction Public

    Predict spall strength of metals & alloys using the models trained for the paper "Machine Learning for Predictive Understanding of Spall Strength of Metals and Alloys"

    Ramprasad-Group/spall_strength_prediction’s past year of commit activity
    Jupyter Notebook 1 0 0 0 Updated Jan 31, 2025
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