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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 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 26 repositories
  • 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 0 0 0 0 Updated Nov 12, 2024
  • 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
    Jupyter Notebook 9 2 0 0 Updated Nov 8, 2024
  • csst_analyzer Public
    Ramprasad-Group/csst_analyzer’s past year of commit activity
    Python 0 0 0 0 Updated Oct 9, 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 19 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 2 0 3 Updated Sep 3, 2024
  • polymer_knowledge_extraction Public
    Ramprasad-Group/polymer_knowledge_extraction’s past year of commit activity
    Jupyter Notebook 25 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 26 MIT 7 1 5 Updated Sep 3, 2024
  • polymer_information_extraction Public
    Ramprasad-Group/polymer_information_extraction’s past year of commit activity
    Python 19 5 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
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