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olivettigroup

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  1. article-downloader article-downloader Public

    Uses publisher APIs to programmatically retrieve scientific journal articles for text mining.

    Python 119 33

  2. materials-synthesis-generative-models materials-synthesis-generative-models Public

    Public release of data and code for materials synthesis generation

    HTML 72 20

  3. materials-word-embeddings materials-word-embeddings Public

    Word2Vec model trained across 640k+ materials science journal articles

    Python 51 11

  4. table_extractor table_extractor Public

    Extracts tables into json format from HTML/XML files

    HTML 35 25

  5. annotated-materials-syntheses annotated-materials-syntheses Public

    25 5

  6. sdata-data-plots sdata-data-plots Public

    Plots for "Machine-learned and codified synthesis parameters of oxide materials" in the journal Scientific Data

    Jupyter Notebook 13 7

Repositories

Showing 10 of 22 repositories
  • deep-rl-inorganic Public

    Code and data for the paper Deep Reinforcement Learning for Inverse Inorganic Materials Design by Karpovich et al.

    olivettigroup/deep-rl-inorganic’s past year of commit activity
    Jupyter Notebook 3 0 0 0 Updated Dec 21, 2024
  • Cementitious-reactivity-prediction-and-discovery Public

    This repository contains the code and data associated with the research paper: "Material discovery of secondary and natural cementitious precursors."

    olivettigroup/Cementitious-reactivity-prediction-and-discovery’s past year of commit activity
    Jupyter Notebook 2 MIT 0 0 0 Updated Oct 27, 2024
  • NLP4SIB Public

    Datasets and pre-trained models for Munjal, Mrigi, et al. "Scaling Sodium-ion Battery Development with NLP." AI for Accelerated Materials Design-NeurIPS 2023 Workshop. 2023.

    olivettigroup/NLP4SIB’s past year of commit activity
    Python 5 0 0 0 Updated Mar 14, 2024
  • interpretable-condition-prediction Public

    Code and data for the paper Interpretable Machine Learning Enabled Inorganic Reaction Classification and Synthesis Condition Prediction by Karpovich et al.

    olivettigroup/interpretable-condition-prediction’s past year of commit activity
    Jupyter Notebook 4 1 0 0 Updated Feb 26, 2024
  • article-downloader Public

    Uses publisher APIs to programmatically retrieve scientific journal articles for text mining.

    olivettigroup/article-downloader’s past year of commit activity
    Python 119 MIT 33 3 0 Updated Dec 27, 2023
  • phase-sentiment Public
    olivettigroup/phase-sentiment’s past year of commit activity
    Jupyter Notebook 4 0 0 0 Updated Nov 27, 2023
  • MatKG Public

    Code Base for MatKG Dataset paper

    olivettigroup/MatKG’s past year of commit activity
    Jupyter Notebook 12 CC0-1.0 3 1 0 Updated Nov 20, 2023
  • materials-synthesis-generative-models Public

    Public release of data and code for materials synthesis generation

    olivettigroup/materials-synthesis-generative-models’s past year of commit activity
    HTML 72 MIT 20 2 0 Updated Aug 11, 2022
  • cross-domain-exploration Public

    This project presents an exploratory search system that enables scientists to discover research outside their familiar domains by selecting text from paper abstracts to retrieve diverse yet relevant studies. By exploring domain-specific clusters, users can gain deeper insights, fostering cross-domain inspiration and innovation.

    olivettigroup/cross-domain-exploration’s past year of commit activity
    8 0 0 0 Updated Jun 7, 2022
  • OSDA_Generator Public
    olivettigroup/OSDA_Generator’s past year of commit activity
    Python 7 MIT 2 0 0 Updated Apr 22, 2021
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