olivettigroup's repositories
article-downloader
Uses publisher APIs to programmatically retrieve scientific journal articles for text mining.
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
table_extractor
Extracts tables into json format from HTML/XML files
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
synthesis-database-public
Codebase for compiling a database of materials syntheses
LimeSoupMIT
LimeSoup is a package to parse HTML or XML papers from different publishers.
synthesis-thermo-public
Implementations of material-embedding and thermodynamic-function-learning models
deep-rl-inorganic
Code and data for the paper Deep Reinforcement Learning for Inverse Inorganic Materials Design by Karpovich et al.
interpretable-condition-prediction
Code and data for the paper Interpretable Machine Learning Enabled Inorganic Reaction Classification and Synthesis Condition Prediction by Karpovich et al.
Li-SSE-Processing-Conditions
Public release of data for the processing conditions of Li SSEs
bert
TensorFlow code and pre-trained models for BERT