olivettigroup

annotated-materials-syntheses

article-downloader

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

cross-domain-exploration

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.

materials-synthesis-generative-models

Public release of data and code for materials synthesis generation

materials-word-embeddings

Word2Vec model trained across 640k+ materials science journal articles

MatKG

Code Base for MatKG Dataset paper

OSDA_Generator

sdata-data-plots

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

synthesis-api

Codebase for Synthesis Project API server

table_extractor

Extracts tables into json format from HTML/XML files

olivettigroup/article-downloader

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

olivettigroup/materials-synthesis-generative-models

Public release of data and code for materials synthesis generation

olivettigroup/materials-word-embeddings

Word2Vec model trained across 640k+ materials science journal articles

olivettigroup/table_extractor

Extracts tables into json format from HTML/XML files

olivettigroup/annotated-materials-syntheses

olivettigroup/MatKG

Code Base for MatKG Dataset paper

olivettigroup/sdata-data-plots

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

olivettigroup/cross-domain-exploration

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/synthesis-api

Codebase for Synthesis Project API server

olivettigroup/OSDA_Generator

olivettigroup/deep-rl-inorganic

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

olivettigroup/synthesis-database-public

Codebase for compiling a database of materials syntheses

olivettigroup/NLP4SIB

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/interpretable-condition-prediction

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

olivettigroup/phase-sentiment

olivettigroup/Cementitious-reactivity-prediction-and-discovery

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

olivettigroup/Li-SSE-Processing-Conditions

Public release of data for the processing conditions of Li SSEs

olivettigroup/LimeSoupMIT

LimeSoup is a package to parse HTML or XML papers from different publishers.

olivettigroup/synthesis-thermo-public

Implementations of material-embedding and thermodynamic-function-learning models

olivettigroup/bilm-tf

Tensorflow implementation of contextualized word representations from bi-directional language models

olivettigroup/bert

TensorFlow code and pre-trained models for BERT

olivettigroup/Factorie-MongoDB-Adapter