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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 generationmaterials-word-embeddings
Word2Vec model trained across 640k+ materials science journal articlestable_extractor
Extracts tables into json format from HTML/XML filesannotated-materials-syntheses
sdata-data-plots
Plots for "Machine-learned and codified synthesis parameters of oxide materials" in the journal Scientific DataMatKG
Code Base for MatKG Dataset papercross-domain-exploration
synthesis-api
Codebase for Synthesis Project API serverOSDA_Generator
synthesis-database-public
Codebase for compiling a database of materials synthesesNLP4SIB
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.phase-sentiment
interpretable-condition-prediction
Code and data for the paper Interpretable Machine Learning Enabled Inorganic Reaction Classification and Synthesis Condition Prediction by Karpovich et al.synthesis-thermo-public
Implementations of material-embedding and thermodynamic-function-learning modelsdeep-rl-inorganic
Code and data for the paper Deep Reinforcement Learning for Inverse Inorganic Materials Design by Karpovich et al.Love Open Source and this site? Check out how you can help us