olivettigroup

All

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."
Jupyter Notebook
•
MIT License
•0•2•0•0•Updated Oct 27, 2024Oct 27, 2024
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•2•0•0•Updated Sep 28, 2024Sep 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.
Python
•0•5•0•0•Updated Mar 14, 2024Mar 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.
Jupyter Notebook
•1•4•0•0•Updated Feb 26, 2024Feb 26, 2024
article-downloader
Public
Uses publisher APIs to programmatically retrieve scientific journal articles for text mining.
api-wrapper python
Python
•
MIT License
•33•119•3•0•Updated Dec 27, 2023Dec 27, 2023
phase-sentiment
Public
Jupyter Notebook
•0•4•0•0•Updated Nov 27, 2023Nov 27, 2023
MatKG
Public
Code Base for MatKG Dataset paper
Jupyter Notebook
•
Creative Commons Zero v1.0 Universal
•3•11•1•0•Updated Nov 20, 2023Nov 20, 2023
materials-synthesis-generative-models
Public
Public release of data and code for materials synthesis generation
machine-learning natural-language-processing word-embeddings generative-model materials-science
HTML
•
MIT License
•20•71•2•0•Updated Aug 11, 2022Aug 11, 2022
cross-domain-exploration
Public
0•8•0•0•Updated Jun 7, 2022Jun 7, 2022
OSDA_Generator
Public
Python
•
MIT License
•2•7•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•24•0•0•Updated Oct 5, 2020Oct 5, 2020
table_extractor
Public
Extracts tables into json format from HTML/XML files
HTML
•
MIT License
•25•35•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
•9.6k•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
•452•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
python api-server materials-science materials-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-processing materials-science word2vec-model
Python
•
MIT License
•11•51•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
•6•12•2•0•Updated Jul 6, 2017Jul 6, 2017
synthesis-database-public
Public
Codebase for compiling a database of materials syntheses
python materials-science materials-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