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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 71 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

    24 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 12 6

Repositories

Showing 10 of 22 repositories
  • 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
  • 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 2 0 0 0 Updated Sep 28, 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 11 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 71 MIT 20 2 0 Updated Aug 11, 2022
  • cross-domain-exploration Public
    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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