materialsintelligence / propnet
A knowledge graph for Materials Science.
☆74Updated 2 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for propnet
- Code to access the Matscholar public API.☆61Updated 3 years ago
- Public release of data and code for materials synthesis generation☆71Updated 2 years ago
- Collection of papers on text mining for materials science☆26Updated 4 years ago
- The functions of superalloyDigger toolkit include batch downloading documents in XML and TXT format from the Elsevier database, locating …☆50Updated 4 months ago
- A pretrained BERT model on materials science literature☆47Updated 3 years ago
- ChemDataExtractor toolkit updated to include semi-supervised quaternary relationship extraction☆14Updated 3 years ago
- Codes for text-mined solid-state reactions dataset☆65Updated last year
- LimeSoup is a package to parse HTML or XML papers from different publishers.☆19Updated 3 years ago
- A machine learning environment for atomic-scale modeling in surface science and catalysis.☆102Updated 4 months ago
- ☆79Updated 9 years ago
- A suite of computational materials science tools.☆129Updated 7 months ago
- Material Science Aware Language Model☆91Updated last year
- An automatic engine for predicting materials properties.☆138Updated last year
- A repo of examples for the matminer (https://github.com/hackingmaterials/matminer) code☆104Updated 3 years ago
- Reference implementation in python for Citrination api☆14Updated 3 years ago
- ChemNLP: A Natural Language Processing based Library for Materials Chemistry Text Data☆73Updated 3 months ago
- Representation Learning from Stoichiometry☆53Updated last year
- 3-D Inorganic Crystal Structure Generation and Property Prediction via Representation Learning (JCIM 2020)☆37Updated last year
- Unsupervised learning of atomic scale dynamics from molecular dynamics.☆78Updated 2 years ago
- Crystal Edge Graph Attention Neural Network☆20Updated 5 months ago
- ☆64Updated 3 years ago
- Atom2Vec: a simple way to describe atoms for machine learning☆35Updated 8 months ago
- Deep Learning the Chemistry of Materials From Only Elemental Composition for Enhancing Materials Property Prediction☆90Updated last year
- Workflow for creating and analyzing the Open Catalyst Dataset☆93Updated 5 months ago
- General purpose tools for high-throughput catalysis☆85Updated 4 months ago
- The Element Movers Distance for chemical composition similarity☆31Updated 3 weeks ago
- Crystal Graph Neural Networks☆104Updated 7 months ago
- Word2Vec model trained across 640k+ materials science journal articles☆51Updated 7 years ago
- ☆25Updated last year
- ☆25Updated 2 months ago