• Stars
    star
    8
  • Rank 2,099,232 (Top 42 %)
  • Language
    Python
  • License
    MIT License
  • Created almost 10 years ago
  • Updated about 7 years ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Codebase for Synthesis Project API server

More Repositories

1

article-downloader

Uses publisher APIs to programmatically retrieve scientific journal articles for text mining.
Python
117
star
2

materials-synthesis-generative-models

Public release of data and code for materials synthesis generation
HTML
69
star
3

materials-word-embeddings

Word2Vec model trained across 640k+ materials science journal articles
Python
51
star
4

table_extractor

Extracts tables into json format from HTML/XML files
HTML
34
star
5

annotated-materials-syntheses

23
star
6

sdata-data-plots

Plots for "Machine-learned and codified synthesis parameters of oxide materials" in the journal Scientific Data
Jupyter Notebook
12
star
7

MatKG

Code Base for MatKG Dataset paper
Jupyter Notebook
11
star
8

cross-domain-exploration

8
star
9

OSDA_Generator

Python
7
star
10

synthesis-database-public

Codebase for compiling a database of materials syntheses
Python
6
star
11

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.
Python
5
star
12

phase-sentiment

Jupyter Notebook
4
star
13

interpretable-condition-prediction

Code and data for the paper Interpretable Machine Learning Enabled Inorganic Reaction Classification and Synthesis Condition Prediction by Karpovich et al.
Jupyter Notebook
3
star
14

synthesis-thermo-public

Implementations of material-embedding and thermodynamic-function-learning models
Python
2
star
15

Li-SSE-Processing-Conditions

Public release of data for the processing conditions of Li SSEs
2
star
16

deep-rl-inorganic

Code and data for the paper Deep Reinforcement Learning for Inverse Inorganic Materials Design by Karpovich et al.
Jupyter Notebook
1
star