sp8rks / MaterialsInformaticsLinks
MSE5540/6640 Materials Informatics course at the University of Utah. Learn how data science tools are revolutionizing materials science!
☆217Updated this week
Alternatives and similar repositories for MaterialsInformatics
Users that are interested in MaterialsInformatics are comparing it to the libraries listed below
Sorting:
- Things that you should (and should not) do in your Materials Informatics research.☆198Updated 2 years ago
- Predict materials properties using only the composition information!☆120Updated 2 years ago
- This repository is no longer maintained. For the latest updates and continued development, please visit: https://github.com/atomgptlab/ja…☆93Updated 7 months ago
- The materials for the Fall ML in Materials course at the UTK MSE☆88Updated 2 years ago
- Tool to quickly create a composition-based feature vector☆29Updated 3 years ago
- A Highly Opinionated List of Open Source Materials Informatics Resources☆145Updated 3 years ago
- SevenNet - a graph neural network interatomic potential package supporting efficient multi-GPU parallel molecular dynamics simulations.☆217Updated last week
- Machine Learning Interatomic Potential Predictions☆94Updated last year
- 3-D Inorganic Crystal Structure Generation and Property Prediction via Representation Learning (JCIM 2020)☆43Updated 2 years ago
- ASAP is a package that can quickly analyze and visualize datasets of crystal or molecular structures.☆152Updated last year
- The Materials Project Workshop Curriculum☆117Updated 2 years ago
- ☆40Updated last month
- Python package to aid materials design and informatics☆128Updated last week
- ☆120Updated 6 months ago
- MACE foundation models (MP, OMAT, mh-1)☆197Updated 2 months ago
- Online resource for a practical course in machine learning for materials research at Imperial College London (MATE70026)☆131Updated last week
- ☆278Updated 3 months ago
- This add-on to pymatgen provides tools for analyzing diffusion in materials.☆132Updated last week
- ☆102Updated 4 months ago
- A toolkit for visualizations in materials informatics.☆298Updated this week
- Expanded dataset of mechanical properties and observed phases of multi-principal element alloys☆44Updated 3 years ago
- Repository for links to software packages and databases used in deep-learning applications for materials science☆150Updated 9 months ago
- Jupyter notebooks demonstrating the utilization of open-source codes for the study of materials science.☆274Updated last week
- Matbench: Benchmarks for materials science property prediction☆187Updated last year
- Code for automated fitting of machine learned interatomic potentials.☆134Updated last week
- molSimplify code☆210Updated last week
- An automatic engine for predicting materials properties.☆169Updated 2 years ago
- Python for Materials Machine Learning, Materials Descriptors, Machine Learning Force Fields, Deep Learning, etc.☆446Updated last week
- A collection of Neural Network Models for chemistry☆183Updated this week
- atomate2 is a library of computational materials science workflows☆278Updated this week