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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 7

  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 28 repositories
  • polyverse-structures Public

    A python library to generate realistic, hypothetical polymers from known chemistry

    Ramprasad-Group/polyverse-structures’s past year of commit activity
    Python 0 2 0 1 Updated Jan 9, 2025
  • csst_analyzer Public
    Ramprasad-Group/csst_analyzer’s past year of commit activity
    Python 0 0 0 2 Updated Jan 8, 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 0 0 0 0 Updated Jan 4, 2025
  • 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 10 2 0 2 Updated Dec 24, 2024
  • 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 Dec 19, 2024
  • 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
  • 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 3 0 3 Updated Sep 3, 2024
  • polymer_knowledge_extraction Public
    Ramprasad-Group/polymer_knowledge_extraction’s past year of commit activity
    Jupyter Notebook 25 7 0 0 Updated Sep 3, 2024
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