NU-CUCIS / ElemNet
Deep Learning the Chemistry of Materials From Only Elemental Composition for Enhancing Materials Property Prediction
☆93Updated last year
Alternatives and similar repositories for ElemNet:
Users that are interested in ElemNet are comparing it to the libraries listed below
- Predict materials properties using only the composition information!☆98Updated last year
- An automatic engine for predicting materials properties.☆144Updated last year
- 3-D Inorganic Crystal Structure Generation and Property Prediction via Representation Learning (JCIM 2020)☆40Updated 2 years ago
- A Google-Colab Notebook Collection for Materials Design: https://jarvis.nist.gov/☆74Updated 3 weeks ago
- A repo of examples for the matminer (https://github.com/hackingmaterials/matminer) code☆106Updated 3 years ago
- Representation Learning from Stoichiometry☆55Updated 2 years ago
- Tool to quickly create a composition-based feature vector☆27Updated 2 years ago
- Python package to aid materials design and informatics☆103Updated this week
- Machine Learning Interatomic Potential Predictions☆89Updated last year
- Benchmark Suite for Machine Learning Interatomic Potentials for Materials☆105Updated 2 years ago
- Repository for links to software packages and databases used in deep-learning applications for materials science☆136Updated 5 months ago
- A suite of computational materials science tools.☆133Updated 10 months ago
- Code to help you get started using machine learning in materials science☆17Updated 5 years ago
- ☆85Updated last month
- MSE5540/6640 Materials Informatics course at the University of Utah. Learn how data science tools are revolutionizing materials science!☆135Updated this week
- CrySPY is a crystal structure prediction tool written in Python.☆122Updated 8 months ago
- Automatic generation of crystal structure descriptions.☆110Updated last month
- ☆83Updated 9 years ago
- ☆66Updated 3 years ago
- The functions of superalloyDigger toolkit include batch downloading documents in XML and TXT format from the Elsevier database, locating …☆54Updated 7 months ago
- The Materials Project Workshop Curriculum☆112Updated last year
- Public repo for Materials API documentation☆140Updated 2 years ago
- Matbench: Benchmarks for materials science property prediction☆142Updated 6 months ago
- MODNet: a framework for machine learning materials properties☆86Updated last month
- ☆33Updated 7 months ago
- Composition-Conditioned Crystal GAN pytorch code☆43Updated 2 years ago
- Data Science for Materials Science☆60Updated last year
- code package with elemental property dictionary that trains a model based on training dataset and gives prediction on new perovskite comp…☆25Updated 6 years ago
- Things that you should (and should not) do in your Materials Informatics research.☆182Updated last year
- Crystal Graph Convolutional Neural Networks tutorial☆23Updated last year