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    23 repositories

    • pipeline_new

      Public
      The new and simpified pipeline
      Python
      •0•2•0•0•Updated May 2, 2025May 2, 2025

    • phase-sentiment

      Public
      Jupyter Notebook
      •1•4•0•0•Updated Apr 3, 2025Apr 3, 2025

    • 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.
      Python
      •0•6•0•0•Updated Jan 26, 2025Jan 26, 2025

    • deep-rl-inorganic

      Public
      Code and data for the paper Deep Reinforcement Learning for Inverse Inorganic Materials Design by Karpovich et al.
      Jupyter Notebook
      •0•8•0•0•Updated Dec 21, 2024Dec 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."
      Jupyter Notebook
      •
      MIT License
      •2•8•0•0•Updated Oct 27, 2024Oct 27, 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.
      Jupyter Notebook
      •1•6•0•0•Updated Feb 26, 2024Feb 26, 2024

    • article-downloader

      Public
      Uses publisher APIs to programmatically retrieve scientific journal articles for text mining.
      api-wrapperpython
      Python
      •
      MIT License
      •35•132•3•0•Updated Dec 27, 2023Dec 27, 2023

    • MatKG

      Public
      Code Base for MatKG Dataset paper
      Jupyter Notebook
      •
      Creative Commons Zero v1.0 Universal
      •4•21•1•0•Updated Nov 20, 2023Nov 20, 2023

    • materials-synthesis-generative-models

      Public
      Public release of data and code for materials synthesis generation
      machine-learningnatural-language-processingword-embeddingsgenerative-modelmaterials-science
      HTML
      •
      MIT License
      •21•75•2•0•Updated Aug 11, 2022Aug 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.
      0•8•0•0•Updated Jun 7, 2022Jun 7, 2022

    • OSDA_Generator

      Public
      Python
      •
      MIT License
      •2•8•0•0•Updated Apr 22, 2021Apr 22, 2021

    • Li-SSE-Processing-Conditions

      Public
      Public release of data for the processing conditions of Li SSEs
      0•2•0•0•Updated Oct 23, 2020Oct 23, 2020

    • annotated-materials-syntheses

      Public
      MIT License
      •5•25•0•0•Updated Oct 5, 2020Oct 5, 2020

    • table_extractor

      Public
      Extracts tables into json format from HTML/XML files
      HTML
      •
      MIT License
      •25•37•2•0•Updated May 12, 2020May 12, 2020

    • LimeSoupMIT

      Public
      LimeSoup is a package to parse HTML or XML papers from different publishers.
      Python
      •
      MIT License
      •7•2•0•0•Updated Aug 16, 2019Aug 16, 2019

    • bert

      Public
      TensorFlow code and pre-trained models for BERT
      Python
      •
      Apache License 2.0
      •9.7k•0•0•0•Updated Apr 2, 2019Apr 2, 2019

    • bilm-tf

      Public
      Tensorflow implementation of contextualized word representations from bi-directional language models
      Python
      •
      Apache License 2.0
      •449•1•0•0•Updated Oct 27, 2018Oct 27, 2018

    • synthesis-thermo-public

      Public
      Implementations of material-embedding and thermodynamic-function-learning models
      Python
      •
      MIT License
      •0•2•0•0•Updated Feb 11, 2018Feb 11, 2018

    • synthesis-api

      Public
      Codebase for Synthesis Project API server
      pythonapi-servermaterials-sciencematerials-informatics
      Python
      •
      MIT License
      •0•8•0•0•Updated Sep 14, 2017Sep 14, 2017

    • materials-word-embeddings

      Public
      Word2Vec model trained across 640k+ materials science journal articles
      natural-language-processingmaterials-scienceword2vec-model
      Python
      •
      MIT License
      •11•52•0•0•Updated Sep 14, 2017Sep 14, 2017

    • sdata-data-plots

      Public
      Plots for "Machine-learned and codified synthesis parameters of oxide materials" in the journal Scientific Data
      Jupyter Notebook
      •
      MIT License
      •8•14•2•0•Updated Jul 6, 2017Jul 6, 2017

    • synthesis-database-public

      Public
      Codebase for compiling a database of materials syntheses
      pythonmaterials-sciencematerials-informatics
      Python
      •
      MIT License
      •2•6•1•0•Updated Jun 12, 2017Jun 12, 2017

    • Factorie-MongoDB-Adapter

      Public
      Scala
      •1•0•0•0•Updated Aug 9, 2016Aug 9, 2016