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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 23 6

  2. copolymer_informatics copolymer_informatics Public

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

    Jupyter Notebook 10 3

Repositories

Showing 10 of 23 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
    1 2 0 0 Updated Sep 8, 2024
  • polymerNEN Public

    Normalizing polymer named entities

    Ramprasad-Group/polymerNEN’s past year of commit activity
    Python 6 2 0 0 Updated Sep 3, 2024
  • canonicalize_psmiles Public

    Tool for the canonicalization of Polymer SMILES (P🙂) strings

    Ramprasad-Group/canonicalize_psmiles’s past year of commit activity
    Jupyter Notebook 18 3 4 2 Updated Sep 3, 2024
  • bioplastic_design Public

    Bioplastic Design using Multitask Deep Neural Networks

    Ramprasad-Group/bioplastic_design’s past year of commit activity
    Jupyter Notebook 3 1 0 3 Updated Sep 3, 2024
  • polymer_knowledge_extraction Public
    Ramprasad-Group/polymer_knowledge_extraction’s past year of commit activity
    Jupyter Notebook 23 6 0 0 Updated Sep 3, 2024
  • psmiles Public

    Fun with P🙂s strings - canonicalize, randomize, dimerize, fingerprint

    Ramprasad-Group/psmiles’s past year of commit activity
    Jupyter Notebook 24 MIT 6 1 5 Updated Sep 3, 2024
  • polymer_information_extraction Public
    Ramprasad-Group/polymer_information_extraction’s past year of commit activity
    Python 19 4 1 0 Updated Sep 3, 2024
  • copolymer_informatics Public

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

    Ramprasad-Group/copolymer_informatics’s past year of commit activity
    Jupyter Notebook 10 3 1 0 Updated Sep 3, 2024
  • 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 2 1 0 1 Updated Sep 3, 2024
  • sol_polygnn Public

    sol_polyGNN is a Python library to automate ML model training for polymer informatics.

    Ramprasad-Group/sol_polygnn’s past year of commit activity
    Python 0 0 0 0 Updated Sep 3, 2024
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